**Appendix E-1a (i): Solid Fuel Hg Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Solid no 1NYBlackRiverGen E00001 YES Solid no 1NYBlackRiverGen E00001 YES Solid no 1NYBlackRiverGen E00001 YES Yes Solid no 1NYBlackRiverGen E00001 YES Yes Solid no 1NYBlackRiverGen E00001 YES Yes Solid no 1NYBlackRiverGen E00001 YES Yes Solid no 1NYBlackRiverGen E00001 YES Yes Solid no 1NYBlackRiverGen E00001 YES Yes Solid no 1NYBlackRiverGen E00001 YES Solid no 2NYBlackRiverGen E00002 YES Solid no 2NYBlackRiverGen E00002 YES Solid no 2NYBlackRiverGen E00002 YES Yes Solid no 2NYBlackRiverGen E00002 YES Yes Solid no 2NYBlackRiverGen E00002 YES Yes Solid no 2NYBlackRiverGen E00002 YES Yes Solid no 2NYBlackRiverGen E00002 YES Yes Solid no 2NYBlackRiverGen E00002 YES Yes Solid no 2NYBlackRiverGen E00002 YES Solid no 3NYBlackRiverGen E00003 YES Solid no 3NYBlackRiverGen E00003 YES Solid no 3NYBlackRiverGen E00003 YES Yes Solid no 3NYBlackRiverGen E00003 YES Yes Solid no 3NYBlackRiverGen E00003 YES Yes Solid no 3NYBlackRiverGen E00003 YES Yes Solid no 3NYBlackRiverGen E00003 YES Yes Solid no 3NYBlackRiverGen E00003 YES Yes Solid no 3NYBlackRiverGen E00003Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase I PM and Metals Mercury (Hg)ET Sample #16/3/2008 ICR Phase I PM and Metals Mercury (Hg)ET Sample #26/4/2008 ICR Phase I PM and Metals Mercury (Hg)ET Sample #36/4/2008 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #18/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #28/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #38/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #48/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #58/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #68/18/2009 ICR Phase I PM and Metals (2) Mercury (Hg)ET Sample #16/3/2008 ICR Phase I PM and Metals (2) Mercury (Hg)ET Sample #26/4/2008 ICR Phase I PM and Metals (2) Mercury (Hg)ET Sample #36/4/2008 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #18/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #28/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #38/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #48/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #58/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #68/18/2009 ICR Phase I PM and Metals (3) Mercury (Hg)ET Sample #16/3/2008 ICR Phase I PM and Metals (3) Mercury (Hg)ET Sample #26/4/2008 ICR Phase I PM and Metals (3) Mercury (Hg)ET Sample #36/4/2008 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #18/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #28/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #38/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #48/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #58/18/2009 ICR Phase II - Templates Hg Mercury (Hg)ET Sample #68/18/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 0.000000177 -15.5471161 0 7.57E-08 -16.39648768 0 1.91E-08 -17.7735775 0 1.63E-09 -20.23468582 0 0.00000017 -15.5874674 0 0.000000014 -18.08420851 0 2.53E-09 -19.79504653 0 3.54E-08 -17.15655402 0 2.72E-08 -17.42004886 0 0.000000177 -15.5471161 0 7.57E-08 -16.39648768 0 1.91E-08 -17.7735775 0 1.63E-09 -20.23468582 0 0.00000017 -15.5874674 0 0.000000014 -18.08420851 0 2.53E-09 -19.79504653 0 3.54E-08 -17.15655402 0 2.72E-08 -17.42004886 0 0.000000177 -15.5471161 0 7.57E-08 -16.39648768 0 1.91E-08 -17.7735775 0 1.63E-09 -20.23468582 0 0.00000017 -15.5874674 0 0.000000014 -18.08420851 0 2.53E-09 -19.79504653 0 3.54E-08 -17.15655402 0 2.72E-08 -17.42004886 0**Appendix E-1a (ii): Solid Fuel Hg Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES Yes YES YES Yes Number of sources with test data 1 YES

n 27 n-1 26

Average of natural log of test run values (μ)-17.55502138

Variance of natural log of

test runs (σ2) 2.53249228

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 29542.04484

Denominator for calculation of flatness of z distribution (β2z) 402.6249984

Flatness of z distribution

(β2z) 75.37359816

Skewness of z distribution

(√β1z) 28.66062616Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.991744589 0.999211945 0.995446684 z-value 3.585 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 8.43092E-08

exp (2μ + σ2) 7.10804E-15

exp (σ2) - 1 11.58483201

(σ2/n) + [σ4/(2(n - 1))] 0.217132879

Square root term 5.1081E-07

Confidence Level 99% 99.9% 99.5%

UPL 6.95E-07 8.15E-07 7.29E-07

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.09E+00 -4.11E-01 **SE Skewness** 0.47 0.47 **Skewness Test** non-normal normal **Kurtosis =** -5.03E-01 -8.89E-01 **SE Kurtosis** 0.94 0.94 **Kurtosis Test** normal normal **Number of test runs =** 27 27**Appendix E-1a (ii): Solid Fuel Hg Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Solid 1NYBlackRiverGen E00001 ICR Phase II - TemplatesHg FB Solid 1NYBlackRiverGen E00001 ICR Phase I PM and Metals FB Solid 2NYBlackRiverGen E00002 ICR Phase II - TemplatesHg FB Solid 2NYBlackRiverGen E00002 ICR Phase I PM and Metals (2) FB Solid 3NYBlackRiverGen E00003 ICR Phase II - TemplatesHg

FB Solid 3NYBlackRiverGen E00003 ICR Phase I PM and Metals (3)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Mercury (Hg)4.17933E-08 -16.990529 6 5ET /Coal: Bituminous/Tire Derived Fuel (TDF)/ Mercury (Hg) 9.06E-08-16.21681162 3 2ET /Coal: Bituminous/Tire Derived Fuel (TDF)/ Mercury (Hg)4.17933E-08 -16.990529 6 5ET /Coal: Bituminous/Tire Derived Fuel (TDF)/ Mercury (Hg) 9.06E-08-16.21681162 3 2ET /Coal: Bituminous/Tire Derived Fuel (TDF)/ Mercury (Hg)4.17933E-08 -16.990529 6 5ET /Coal: Bituminous/Tire Derived Fuel (TDF)/

Mercury (Hg) 9.06E-08-16.21681162 3 2ET /Coal: Bituminous/Tire Derived Fuel (TDF)/**Appendix E-1a (iii): Solid Fuel Hg Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 75.373598 28.660626

6.2532E-06 -5=f(a) 916.99602 2.47205E-05 1 -4.899 821.36279 5.16062E-05 2 -4.798 732.78822 9.0183E-05 3 -4.697 650.94029 0.000144713 4 -4.596 575.49453 0.000220614 5 -4.495 506.134 0.000324581 6 -4.394 442.54927 0.000464631 7 -4.293 384.43847 0.000650001 8 -4.192 331.50725 0.000890833 9 -4.091 283.46879 0.001197545 10 -3.99 240.04379 0.001579799 11 -3.889 200.96051 0.002044959 12 -3.788 165.95471 0.002595951 13 -3.687 134.76971 0.003228482 14 -3.586 107.15633 0.00392761 15 -3.485 82.872945 0.004663778 16 -3.384 61.685455 0.005388508 17 -3.283 43.367289 0.006030122 18 -3.182 27.699408 0.006489997 19 -3.081 14.470306 0.006640025 20 -2.98 3.4760051 0.006957981 21 -2.879 -5.479939 0.007929748 22 -2.778 -12.58644 0.009762779 23 -2.677 -18.02488 0.012675629 24 -2.576 -21.96911 0.016882525 25 -2.475 -24.58545 0.022573024 26 -2.374 -26.0327 0.029887325 27 -2.273 -26.4621 0.038888502 28 -2.172 -26.01738 0.049533665 29 -2.071 -24.83474 0.06164677 30 -1.97 -23.04285 0.074896355 31 -1.869 -20.76283 0.088781785 32 -1.768 -18.10828 0.102631508 33 -1.667 -15.18529 0.115616317 34 -1.566 -12.09238 0.126779593 35 -1.465 -8.920566 0.135085045 36 -1.364 -5.753323 0.13948063 37 -1.263 -2.666595 0.139985915 38 -1.162 0.2712013 0.146237672 39 -1.061 2.9991847 0.15885113 40 -0.96 5.4640031 0.178133611 41 -0.859 7.6198361 0.204022825 42 -0.758 9.4283944 0.236048726 43 -0.657 10.85892 0.273325101 44 -0.556 11.888186

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.314574581 45 -0.455 12.500497

0.358187644 46 -0.354 12.687688 0.402312739 47 -0.253 12.449127 0.444971281 48 -0.152 11.791712 0.484188413 49 -0.051 10.729872 0.518128399 50 0.05 9.2855666 0.545222673 51 0.151 7.4882888 0.564279027 52 0.252 5.3750614 0.57456209 53 0.353 2.9904385 0.575838071 54 0.454 0.3865055 0.583295868 55 0.555 -2.377121 0.598740403 56 0.656 -5.233292 0.621019007 57 0.757 -8.10733 0.64866896 58 0.858 -10.91702 0.680030978 59 0.959 -13.57263 0.713369895 60 1.06 -15.97688 0.746991877 61 1.161 -18.02497 0.779348629 62 1.262 -19.60456 0.809121108 63 1.363 -20.59578 0.835277851 64 1.464 -20.87125 0.857105878 65 1.565 -20.29602 0.874214885 66 1.666 -18.72764 0.886517767 67 1.767 -16.01612 0.894192278 68 1.868 -12.00393 0.897629625 69 1.969 -6.526023 0.897883127 70 2.07 0.5901877 0.901185572 71 2.171 9.5248185 0.906855248 72 2.272 20.465517 0.914218976 73 2.373 33.607463 0.922650604 74 2.474 49.153365 0.931598607 75 2.575 67.313465 0.940602864 76 2.676 88.305535 0.949301624 77 2.777 112.35488 0.957430294 78 2.878 139.69433 0.96481399 79 2.979 170.56426 0.971355898 80 3.08 205.21256 0.977023344 81 3.181 243.89466 0.981833175 82 3.282 286.87352 0.985837739 83 3.383 334.41964 0.989112324 84 3.484 386.81103 0.991744589 85 3.585 444.33324 0.993826209 86 3.686 507.27937 0.995446684 87 3.787 575.95002 0.996689137 88 3.888 650.65335 0.997627798 89 3.989 731.70503 0.998326829 90 4.09 819.42828 0.998840147 91 4.191 914.15383 0.999211945 92 4.292 1016.22 0.999477632 93 4.393 1125.9725 0.999664989 94 4.494 1243.7647 0.999795396 95 4.595 1369.9575 0.999885002 96 4.696 1504.91930.999945795 97 4.797 1649.0259

0.999986525 98 4.898 1802.661

1 99 4.999 1966.2154distribution of Z Normal distribution

1.48672E-06 0.001363316 2.45094E-06 0.002013111 3.9995E-06 0.002930788 6.46025E-06 0.004205235 1.03291E-05 0.005944334 1.63472E-05 0.008273898 2.56093E-05 0.01133336 3.97118E-05 0.015266731 6.09553E-05 0.020207108 9.26132E-05 0.026252948 0.000139285 0.033434494 0.000207351 0.041669301 0.000305546 0.050706783 0.000445674 0.060063341 0.000643469 0.068951787 0.000919619 0.07621154 0.001300942 0.080249209 0.001821704 0.079002357 0.002525035 0.069941963 0.003464389 0.050130767 0.004704958 0.016354456 0.006324913 -0.034660135 0.008416337 -0.105931724 0.011085658 -0.199817668 0.014453386 -0.317528061 0.018652949 -0.458591211 0.023828414 -0.620317859 0.030130931 -0.797327555 0.03771375 -0.981212892 0.046725789 -1.160422838 0.057303789 -1.320442334 0.069563239 -1.444329397 0.083588399 -1.513642424 0.099421884 -1.509749985 0.117054396 -1.415466236 0.136415346 -1.216902076 0.157365126 -0.905372321 0.179689839 -0.479160102 0.203099244 0.055080776 0.227228529 0.681500328 0.251644341 1.374985467 0.275855243 2.101971736 0.299326439 2.822167705 0.321498297 3.491124252 0.341807853 4.06347531 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 4.496581141 0.37471238 4.754233934 0.386376486 4.810050114 0.394360216 4.650182111 0.398423793 4.275036128 0.398443914 3.699777485 0.394419966 2.953530627 0.386474058 2.077321786 0.374844865 1.120950501 0.359875719 0.139093957 0.34199778 -0.812970007 0.32170943 -1.683599502 0.299553264 -2.428577249 0.276092166 -3.014104827 0.25188591 -3.418754803 0.227469632 -3.634255421 0.203335281 -3.665112084 0.17991684 -3.52719012 0.157579839 -3.24548014 0.136615273 -2.851330902 0.117237788 -2.379460173 0.099587708 -1.865042545 0.083736272 -1.341129852 0.069693339 -0.83659388 0.05741676 -0.374703073 0.046822635 0.027634145 0.037795734 0.359997509 0.030199481 0.618048003 0.023885038 0.802715529 0.018699163 0.919126763 0.014490659 0.975416475 0.011115369 0.981548608 0.008439746 0.948246675 0.006343145 0.886101445 0.004718997 0.804892209 0.003475077 0.713129529 0.002533081 0.617804872 0.001827693 0.524316853 0.001305351 0.436535129 0.000922829 0.356960458 0.00064578 0.286941702 0.00044732 0.226916161 0.000306705 0.176646955 0.000208159 0.135439055 0.000139842 0.102322923 9.29928E-05 0.076200927 6.12113E-05 0.055956528 3.98826E-05 0.040529489 2.5722E-05 0.028962289 1.64209E-05 0.020423717 1.03767E-05 0.01421559 6.49066E-06 0.0097679174.01874E-06 0.006627001 2.46298E-06 0.004439909 1.49417E-06 0.002937862Absolute values

0.001363316 6.88475E-05 0.002013111 0.000203324 0.002930788 0.00029601 0.004205235 0.000424729 0.005944334 0.000600378 0.008273898 0.000835664 0.01133336 0.001144669 0.015266731 0.00154194 0.020207108 0.002040918 0.026252948 0.002651548 0.033434494 0.003376884 0.041669301 0.004208599 0.050706783 0.005121385 0.060063341 0.006066397 0.068951787 0.006964131 0.07621154 0.007697366 0.080249209 0.00810517 0.079002357 0.007979238 0.069941963 0.007064138 0.050130767 0.005063207 0.016354456 0.0016518 0.034660135 0.003500674 0.105931724 0.010699104 0.199817668 0.020181584 0.317528061 0.032070334 0.458591211 0.046317712 0.620317859 0.062652104 0.797327555 0.080530083 0.981212892 0.099102502 1.160422838 0.117202707 1.320442334 0.133364676 1.444329397 0.145877269 1.513642424 0.152877885 1.509749985 0.152484748 1.415466236 0.14296209 1.216902076 0.12290711 0.905372321 0.091442604 0.479160102 0.04839517 0.055080776 0.005563158 0.681500328 0.068831533 1.374985467 0.138873532 2.101971736 0.212299145 2.822167705 0.285038938 3.491124252 0.352603549 4.06347531 0.410411006 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 4.496581141 0.454154695 4.754233934 0.480177627 4.810050114 0.485815062 4.650182111 0.469668393 4.275036128 0.431778649 3.699777485 0.373677526 2.953530627 0.298306593 2.077321786 0.2098095 1.120950501 0.113216001 0.139093957 0.01404849 0.812970007 0.082109971 1.683599502 0.17004355 2.428577249 0.245286302 3.014104827 0.304424588 3.418754803 0.345294235 3.634255421 0.367059797 3.665112084 0.37017632 3.52719012 0.356246202 3.24548014 0.327793494 2.851330902 0.287984421 2.379460173 0.240325478 1.865042545 0.188369297 1.341129852 0.135454115 0.83659388 0.084495982 0.374703073 0.03784501 0.027634145 0.002791049 0.359997509 0.036359748 0.618048003 0.062422848 0.802715529 0.081074268 0.919126763 0.092831803 0.975416475 0.098517064 0.981548608 0.099136409 0.948246675 0.095772914 0.886101445 0.089496246 0.804892209 0.081294113 0.713129529 0.072026082 0.617804872 0.062398292 0.524316853 0.052956002 0.436535129 0.044090048 0.356960458 0.036053006 0.286941702 0.028981112 0.226916161 0.022918532 0.176646955 0.017841342 0.135439055 0.013679345 0.102322923 0.010334615 0.076200927 0.007696294 0.055956528 0.005651609 0.040529489 0.004093478 0.028962289 0.002925191 0.020423717 0.002062795 0.01421559 0.001435775 0.009767917 0.000986560.006627001 0.000669327 0.004439909 0.000448431 0.002937862 0.000148362Cumulative normalization

6.88475E-05 6.2532E-06 0.000272172 2.47205E-05 0.000568181 5.16062E-05 0.00099291 9.0183E-05 0.001593288 0.000144713 0.002428951 0.000220614 0.003573621 0.000324581 0.005115561 0.000464631 0.007156478 0.000650001 0.009808026 0.000890833 0.01318491 0.001197545 0.017393509 0.001579799 0.022514895 0.002044959 0.028581292 0.002595951 0.035545423 0.003228482 0.043242788 0.00392761 0.051347958 0.004663778 0.059327196 0.005388508 0.066391335 0.006030122 0.071454542 0.006489997 0.073106342 0.006640025 0.076607016 0.006957981 0.08730612 0.007929748 0.107487704 0.009762779 0.139558038 0.012675629 0.185875751 0.016882525 0.248527855 0.022573024 0.329057938 0.029887325 0.42816044 0.038888502 0.545363146 0.049533665 0.678727822 0.06164677 0.824605091 0.074896355 0.977482976 0.088781785 1.129967724 0.102631508 1.272929814 0.115616317 1.395836924 0.126779593 1.487279528 0.135085045 1.535674699 0.13948063 1.541237857 0.139985915 1.61006939 0.146237672 1.748942922 0.15885113 1.961242068 0.178133611 2.246281006 0.204022825 2.598884555 0.236048726 3.009295562 0.273325101 

### ( )2 () ()

i 

### f a f xf b         

# 3.463450257 0.314574581 3.943627884 0.358187644 4.429442946 0.402312739 4.899111339 0.444971281 5.330889988 0.484188413 5.704567514 0.518128399 6.002874107 0.545222673 6.212683608 0.564279027 6.325899608 0.57456209 6.339948098 0.575838071 6.422058069 0.583295868 6.592101618 0.598740403 6.837387921 0.621019007 7.141812508 0.64866896 7.487106743 0.680030978 7.854166541 0.713369895 8.224342861 0.746991877 8.580589063 0.779348629 8.908382557 0.809121108 9.196366979 0.835277851 9.436692456 0.857105878 9.625061753 0.874214885 9.760515868 0.886517767 9.84501185 0.894192278 9.88285686 0.897629625 9.885647909 0.897883127 9.922007658 0.901185572 9.984430506 0.906855248 10.06550477 0.914218976 10.15833658 0.922650604 10.25685364 0.931598607 10.35599005 0.940602864 10.45176296 0.949301624 10.54125921 0.957430294 10.62255332 0.96481399 10.69457941 0.971355898 10.7569777 0.977023344 10.8099337 0.981833175 10.85402375 0.985837739 10.89007675 0.989112324 10.91905787 0.991744589 10.9419764 0.993826209 10.95981774 0.995446684 10.97349709 0.996689137 10.9838317 0.997627798 10.99152799 0.998326829 10.9971796 0.998840147 11.00127308 0.999211945 11.00419827 0.999477632 11.00626107 0.999664989 11.00769684 0.999795396 11.0086834 0.99988500211.00935273 0.999945795 11.00980116 0.999986525 11.00994952 1

526.2010616**Appendix E-1b (i): Solid Fuel HCl Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Solid no 1ARPotlatchForestWarrenWellons Boiler YES Solid no 1ARPotlatchForestWarrenWellons Boiler YES Solid no 1ARPotlatchForestWarrenWellons Boiler YES Yes Solid no 1ARPotlatchForestWarrenWellons Boiler YES Yes Solid no 1ARPotlatchForestWarrenWellons Boiler YES Yes Solid no 1ARPotlatchForestWarrenWellons BoilerData Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase I Inorganic HAP Hydrogen Chloride (HCl) ET Sample #18/8/2006 ICR Phase I Inorganic HAP Hydrogen Chloride (HCl) ET Sample #28/8/2006 ICR Phase I Inorganic HAP Hydrogen Chloride (HCl) ET Sample #38/8/2006 ICR Phase II - ERT ERT Hydrogen Chloride (HCl) ET 1 9/8/2009 ICR Phase II - ERT ERT Hydrogen Chloride (HCl) ET 2 9/8/2009 ICR Phase II - ERT ERT Hydrogen Chloride (HCl) ET 3 9/8/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 0.0008 -7.13089883 0 0.0021 -6.165817934 0 0.0018 -6.319968614 0 BDL 0.0000266 -10.53459934 1 BDL 0.0000241 -10.63329872 1 BDL 0.0000239 -10.6416321 1**Appendix E-1b (ii): Solid Fuel HCl Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES

Number of sources with test data 1

n 6 n-1 5

Average of natural log of test run values (μ)-8.571035923

Variance of natural log of

test runs (σ2) 5.064450021

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 635850432.3

Denominator for calculation of flatness of z distribution (β2z) 74223.60347

Flatness of z distribution

(β2z) 8568.687719

Skewness of z distribution

(√β1z) 1160.673585Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.991977309 0.999201479 0.995511862 z-value 3.585 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.002384392

exp (2μ + σ2) 5.68533E-06

exp (σ2) - 1 157.2933602

(σ2/n) + [σ4/(2(n - 1))] 3.408940406

Square root term 0.053452982

Confidence Level 99% 99.9% 99.5%

UPL 6.63E-02 7.89E-02 6.99E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 6.54E-01 8.13E-02 **SE Skewness** 1.00 1.00 **Skewness Test** normal normal **Kurtosis =** -1.94E+00 -3.12E+00 **SE Kurtosis** 2.00 2.00 **Kurtosis Test** normal normal **Number of test runs =** 6 6**Appendix E-1b (ii): Solid Fuel HCl Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Dutch Oven/Pile Burner

Solid 1ARPotlatchForestWarren Wellons Boiler ICR Phase II - ERT ERT Dutch Oven/Pile Burner

Solid 1ARPotlatchForestWarren Wellons Boiler ICR Phase I Inorganic HAPPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Hydrogen Chloride (HCl)

2.48667E-05-10.60198234 3 2ET Hog Fuel Hydrogen Chloride (HCl)

0.001566667-6.458805059 3 2ET /Hog Fuel/**Appendix E-1b (iii): Solid Fuel HCl Calculation of "z" Distribution (Recommended Option)**

∆z z

VLOOKUP 0.101 8568.6877 1160.6736

1.08129E-05 -5=f(a) 149321.93 4.31297E-05 1 -4.899 135355.42 9.07925E-05 2 -4.798 122335.85 0.000160157 3 -4.697 110221.61 0.000259742 4 -4.596 98972.01 0.000400748 5 -4.495 88547.236 0.000597601 6 -4.394 78908.37 0.000868461 7 -4.293 70017.383 0.001235642 8 -4.192 61837.139 0.001725808 9 -4.091 54331.393 0.002369823 10 -3.99 47464.79 0.003202071 11 -3.889 41202.868 0.004259064 12 -3.788 35512.057 0.005577122 13 -3.687 30359.675 0.00718894 14 -3.586 25713.935 0.009118921 15 -3.485 21543.94 0.011377201 16 -3.384 17819.683 0.013952493 17 -3.283 14512.05 0.016804013 18 -3.182 11592.819 0.019853018 19 -3.081 9034.6576 0.022974742 20 -2.98 6811.125 0.025991744 21 -2.879 4896.6725 0.028669954 22 -2.778 3266.6424 0.030718804 23 -2.677 1897.2683 0.031796842 24 -2.576 765.67522 0.032069618 25 -2.475 -150.1204 0.034091885 26 -2.374 -871.2109 0.038253353 27 -2.273 -1417.797 0.044900015 28 -2.172 -1809.189 0.054293897 29 -2.071 -2063.804 0.066570045 30 -1.97 -2199.17 0.081694468 31 -1.869 -2231.922 0.099427577 32 -1.768 -2177.805 0.119298109 33 -1.667 -2051.67 0.140592426 34 -1.566 -1867.481 0.16236341 35 -1.465 -1638.306 0.183461792 36 -1.364 -1376.324 0.20259085 37 -1.263 -1092.824 0.218382966 38 -1.162 -798.2007 0.229493922 39 -1.061 -501.9595 0.234708297 40 -0.96 -212.7136 0.236369392 41 -0.859 61.814951 0.245548349 42 -0.758 314.79536 0.262469276 43 -0.657 540.28831 0.286883984 44 -0.556 733.24578

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.318053241 45 -0.455 889.51112

0.354767756 46 -0.354 1005.819 0.395409478 47 -0.253 1079.7955 0.438049706 48 -0.152 1109.9579 0.480576517 49 -0.051 1095.7151 0.520840759 50 0.05 1037.367 0.556807694 51 0.151 936.10512 0.586700554 52 0.252 794.01225 0.609123055 53 0.353 614.06251 0.623150036 54 0.454 400.12136 0.62837872 55 0.555 156.94563 0.631820248 56 0.656 -109.8165 0.643306469 57 0.757 -393.6255 0.661784797 58 0.858 -687.0505 0.685874598 59 0.959 -981.7693 0.713984361 60 1.06 -1268.568 0.744435484 61 1.161 -1537.343 0.775581506 62 1.262 -1777.096 0.805913045 63 1.363 -1975.941 0.834141028 64 1.464 -2121.098 0.859253671 65 1.565 -2198.897 0.880545649 66 1.666 -2194.777 0.897620687 67 1.767 -2093.284 0.910371091 68 1.868 -1878.074 0.918939346 69 1.969 -1531.912 0.923667768 70 2.07 -1036.67 0.925042301 71 2.171 -373.3297 0.926448556 72 2.272 478.01827 0.930027473 73 2.373 1538.1752 0.935180346 74 2.474 2828.8336 0.941352625 75 2.575 4372.5771 0.948058208 76 2.676 6192.8811 0.954893627 77 2.777 8314.1119 0.961543273 78 2.878 10761.527 0.967777321 79 2.979 13561.277 0.973444283 80 3.08 16740.401 0.978460064 81 3.181 20326.831 0.982795287 82 3.282 24349.391 0.986462274 83 3.383 28837.795 0.9895028 84 3.484 33822.649 0.991977309 85 3.585 39335.451 0.993955991 86 3.686 45408.589 0.995511862 87 3.787 52075.343 0.996715734 88 3.888 59369.884 0.9976329 89 3.989 67327.275 0.998321216 90 4.09 75983.471 0.998830294 91 4.191 85375.316 0.999201479 92 4.292 95540.547 0.999468378 93 4.393 106517.79 0.999657688 94 4.494 118346.57 0.999790174 95 4.595 131067.3 0.999881679 96 4.696 144721.270.999944061 97 4.797 159350.68

0.999986048 98 4.898 174998.61

1 99 4.999 191709.05distribution of Z Normal distribution

1.48672E-06 0.221999829 2.45094E-06 0.331747987 3.9995E-06 0.489282547 6.46025E-06 0.712058803 1.03291E-05 1.022290631 1.63472E-05 1.447503574 2.56093E-05 2.020785011 3.97118E-05 2.780513971 6.09553E-05 3.769298431 9.26132E-05 5.031803379 0.000139285 6.611132171 0.000207351 8.543443278 0.000305546 10.85056343 0.000445674 13.53051485 0.000643469 16.54612292 0.000919619 19.81221758 0.001300942 23.18237684 0.001821704 26.43665823 0.002525035 29.27226922 0.003464389 31.29956724 0.004704958 32.04605387 0.006324913 30.97102644 0.008416337 27.49316422 0.011085658 21.03246802 0.014453386 11.06659987 0.018652949 -2.800188302 0.023828414 -20.75957468 0.030130931 -42.71955084 0.03771375 -68.23130137 0.046725789 -96.43289008 0.057303789 -126.0207954 0.069563239 -155.2597544 0.083588399 -182.0392205 0.099421884 -203.9809333 0.117054396 -218.5968091 0.136415346 -223.4900206 0.157365126 -216.5854267 0.179689839 -196.3693409 0.203099244 -162.1139566 0.227228529 -114.059509 0.251644341 -53.528163 0.275855243 17.05197837 0.299326439 94.22657369 0.321498297 173.7017699 0.341807853 250.6291652 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 319.9679933 0.37471238 376.8928325 0.386376486 417.2075806 0.394360216 437.7232431 0.398423793 436.5589491 0.398443914 413.3325606 0.394419966 369.2185501 0.386474058 306.8651374 0.374844865 230.1781768 0.359875719 143.9939612 0.34199778 53.67505859 0.32170943 -35.32900001 0.299553264 -117.9118 0.276092166 -189.6892586 0.25188591 -247.2938473 0.227469632 -288.5607587 0.203335281 -312.595981 0.17991684 -319.7294739 0.157579839 -311.3684 0.136615273 -289.7743462 0.117237788 -257.7938223 0.099587708 -218.572788 0.083736272 -175.2837952 0.069693339 -130.8892636 0.05741676 -87.95741637 0.046822635 -48.53961378 0.037795734 -14.11027052 0.030199481 14.43590374 0.023885038 36.73937353 0.018699163 52.89681879 0.014490659 63.36152466 0.011115369 68.83615811 0.008439746 70.16899457 0.006343145 68.26193159 0.004718997 63.99562269 0.003475077 58.17418795 0.002533081 51.48950421 0.001827693 44.50322161 0.001305351 37.64345498 0.000922829 31.21252392 0.00064578 25.40206372 0.00044732 20.31216594 0.000306705 15.97178637 0.000208159 12.35834867 0.000139842 9.415164944 9.29928E-05 7.065915393 6.12113E-05 5.225932577 3.98826E-05 3.810405002 2.5722E-05 2.739853052 1.64209E-05 1.943355506 1.03767E-05 1.360041416 6.49066E-06 0.9393363584.01874E-06 0.640388371 2.46298E-06 0.431017236 1.49417E-06 0.286446101Absolute values

0.221999829 0.011210991 0.331747987 0.033506547 0.489282547 0.049417537 0.712058803 0.071917939 1.022290631 0.103251354 1.447503574 0.146197861 2.020785011 0.204099286 2.780513971 0.280831911 3.769298431 0.380699142 5.031803379 0.508212141 6.611132171 0.667724349 8.543443278 0.862887771 10.85056343 1.095906907 13.53051485 1.366581999 16.54612292 1.671158415 19.81221758 2.001033975 23.18237684 2.341420061 26.43665823 2.670102482 29.27226922 2.956499191 31.29956724 3.161256291 32.04605387 3.23665144 30.97102644 3.12807367 27.49316422 2.776809586 21.03246802 2.12427927 11.06659987 1.117726587 2.800188302 0.282819019 20.75957468 2.096717042 42.71955084 4.314674635 68.23130137 6.891361439 96.43289008 9.739721898 126.0207954 12.72810033 155.2597544 15.68123519 182.0392205 18.38596128 203.9809333 20.60207426 218.5968091 22.07827772 223.4900206 22.57249208 216.5854267 21.8751281 196.3693409 19.83330343 162.1139566 16.37350962 114.059509 11.52001041 53.528163 5.406344463 17.05197837 1.722249815 94.22657369 9.516883942 173.7017699 17.54387876 250.6291652 25.31354568 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 319.9679933 32.31676733 376.8928325 38.06617608 417.2075806 42.13796564 437.7232431 44.21004756 436.5589491 44.09245386 413.3325606 41.74658862 369.2185501 37.29107356 306.8651374 30.99337888 230.1781768 23.24799586 143.9939612 14.54339008 53.67505859 5.421180918 35.32900001 3.568229001 117.9118 11.9090918 189.6892586 19.15861512 247.2938473 24.97667858 288.5607587 29.14463662 312.595981 31.57219408 319.7294739 32.29267686 311.3684 31.4482084 289.7743462 29.26720897 257.7938223 26.03717606 218.572788 22.07585159 175.2837952 17.70366332 130.8892636 13.21981562 87.95741637 8.883699053 48.53961378 4.902500992 14.11027052 1.425137322 14.43590374 1.458026278 36.73937353 3.710676726 52.89681879 5.342578698 63.36152466 6.399513991 68.83615811 6.952451969 70.16899457 7.087068451 68.26193159 6.894455091 63.99562269 6.463557892 58.17418795 5.875592983 51.48950421 5.200439925 44.50322161 4.494825382 37.64345498 3.801988953 31.21252392 3.152464916 25.40206372 2.565608436 20.31216594 2.05152876 15.97178637 1.613150423 12.35834867 1.248193216 9.415164944 0.950931659 7.065915393 0.713657455 5.225932577 0.52781919 3.810405002 0.384850905 2.739853052 0.276725158 1.943355506 0.196278906 1.360041416 0.137364183 0.939336358 0.0948729720.640388371 0.064679226 0.431017236 0.043532741 0.286446101 0.014465528Cumulative normalization

0.011210991 1.08129E-05 0.044717538 4.31297E-05 0.094135075 9.07925E-05 0.166053014 0.000160157 0.269304368 0.000259742 0.415502229 0.000400748 0.619601515 0.000597601 0.900433426 0.000868461 1.281132568 0.001235642 1.789344709 0.001725808 2.457069058 0.002369823 3.31995683 0.003202071 4.415863736 0.004259064 5.782445736 0.005577122 7.453604151 0.00718894 9.454638126 0.009118921 11.79605819 0.011377201 14.46616067 0.013952493 17.42265986 0.016804013 20.58391615 0.019853018 23.82056759 0.022974742 26.94864126 0.025991744 29.72545085 0.028669954 31.84973012 0.030718804 32.96745671 0.031796842 33.25027572 0.032069618 35.34699277 0.034091885 39.6616674 0.038253353 46.55302884 0.044900015 56.29275074 0.054293897 69.02085107 0.066570045 84.70208626 0.081694468 103.0880475 0.099427577 123.6901218 0.119298109 145.7683995 0.140592426 168.3408916 0.16236341 190.2160197 0.183461792 210.0493231 0.20259085 226.4228327 0.218382966 237.9428431 0.229493922 243.3491876 0.234708297 245.0714374 0.236369392 254.5883214 0.245548349 272.1322001 0.262469276 297.4457458 0.286883984 

### ( )2 () ()

i 

### f a f xf b         

# 329.7625131 0.318053241 367.8286892 0.354767756 409.9666549 0.395409478 454.1767024 0.438049706 498.2691563 0.480576517 540.0157449 0.520840759 577.3068185 0.556807694 608.3001973 0.586700554 631.5481932 0.609123055 646.0915833 0.623150036 651.5127642 0.62837872 655.0809932 0.631820248 666.990085 0.643306469 686.1487001 0.661784797 711.1253787 0.685874598 740.2700153 0.713984361 771.8422094 0.744435484 804.1348863 0.775581506 835.5830947 0.805913045 864.8503036 0.834141028 890.8874797 0.859253671 912.9633313 0.880545649 930.6669946 0.897620687 943.8868102 0.910371091 952.7705093 0.918939346 957.6730102 0.923667768 959.0981476 0.925042301 960.5561738 0.926448556 964.2668506 0.930027473 969.6094293 0.935180346 976.0089433 0.941352625 982.9613952 0.948058208 990.0484637 0.954893627 996.9429188 0.961543273 1003.406477 0.967777321 1009.28207 0.973444283 1014.48251 0.978460064 1018.977335 0.982795287 1022.779324 0.986462274 1025.931789 0.9895028 1028.497397 0.991977309 1030.548926 0.993955991 1032.162076 0.995511862 1033.41027 0.996715734 1034.361201 0.9976329 1035.074859 0.998321216 1035.602678 0.998830294 1035.987529 0.999201479 1036.264254 0.999468378 1036.460533 0.999657688 1036.597897 0.999790174 1036.69277 0.9998816791036.757449 0.999944061 1036.800982 0.999986048 1036.815448 1

50787.02759**Appendix E-2a (i): Biomass Dutch Oven/Pile Burner CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_RaymondUnitID Data Source Source Tab Pollutant Data Type Hog Fuel Boiler EU1 ICR Phase I Organic HAP and CO CO ET Hog Fuel Boiler EU1 ICR Phase I Organic HAP and CO CO ET Hog Fuel Boiler EU1 ICR Phase I Organic HAP and CO CO ET Hog Fuel Boiler EU1 ICR Phase I Organic HAP and CO (2) CO ET Hog Fuel Boiler EU1 ICR Phase I Organic HAP and CO (2) CO ET Hog Fuel Boiler EU1 ICR Phase I Organic HAP and CO (2) CO ET Hog Fuel Boiler EU1 ICR Phase II - Templates CO CO ET Hog Fuel Boiler EU1 ICR Phase II - Templates CO CO ET Hog Fuel Boiler EU1 ICR Phase II - Templates CO CO ETRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" Sample #111/10/2004 145.8132099 4.982326418 0 Sample #211/10/2004 143.309119 4.965003969 0 Sample #311/10/2004 136.2876041 4.914767389 0 Sample #19/18/1996 162.890689 5.093079357 0 Sample #29/18/1996 161.3162575 5.08336677 0 Sample #39/18/1996 144.5503205 4.973627685 0 Sample #18/12/2009 154.5471533 5.040499249 0 Sample #28/13/2009 309.7505852 5.73576741 0 Sample #38/13/2009 308.553842 5.731896357 0**Appendix E-2a (ii): Biomass Dutch Oven/Pile Burner CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES

Number of sources with test data 1

n 9 n-1 8

Average of natural log of test run values (μ) 5.168926067

Variance of natural log of

test runs (σ2) 0.10586912

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 4.982408361

Denominator for calculation of flatness of z distribution (β2z) 0.037414836

Flatness of z distribution

(β2z) 135.1666514

Skewness of z distribution

(√β1z) 0.600363722Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990820196 0.999276638 0.996012025 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 185.278598

exp (2μ + σ2) 34328.15886

exp (σ2) - 1 0.111676371

(σ2/n) + [σ4/(2(n - 1))] 0.012463752

Square root term 123.9017824

Confidence Level 99% 99.9% 99.5%

UPL 3.29E+02 3.63E+02 3.42E+02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.56E+00 1.49E+00 **SE Skewness** 0.82 0.82 **Skewness Test** normal normal **Kurtosis =** 6.26E-01 5.10E-01 **SE Kurtosis** 1.63 1.63 **Kurtosis Test** normal normal **Number of test runs =** 9 9**Appendix E-2a (ii): Biomass Dutch Oven/Pile Burner CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase I Organic HAP and CO Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase I Organic HAP and CO (2) Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase II - TemplatesCOPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 141.8033114.954440964 3 2ET /Hog Fuel/ CO 156.25242235.051472791 3 2ET /Hog Fuel/ CO 257.61719355.551474737 3 2ET Hog Fuel**Appendix E-2a (iii): Biomass Dutch Oven/Pile Burner CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 135.16665 0.6003637

1.26661E-05 -5=f(a) 2622.3125 5.06686E-05 1 -4.899 2386.2728 0.00010695 2 -4.798 2165.7091 0.000189223 3 -4.697 1959.9617 0.000307909 4 -4.596 1768.3848 0.000476835 5 -4.495 1590.3463 0.000713994 6 -4.394 1425.2278 0.001042325 7 -4.293 1272.4248 0.001490416 8 -4.192 1131.3463 0.002093041 9 -4.091 1001.4154 0.002891341 10 -3.99 882.06863 0.003932478 11 -3.889 772.75644 0.005268503 12 -3.788 672.94302 0.006954199 13 -3.687 582.10628 0.009043638 14 -3.586 499.7379 0.011585239 15 -3.485 425.34331 0.014615194 16 -3.384 358.4417 0.018149286 17 -3.283 298.56601 0.022173296 18 -3.182 245.26292 0.026632478 19 -3.081 198.09289 0.031420881 20 -2.98 156.6301 0.036371576 21 -2.879 120.46251 0.041249196 22 -2.778 89.191826 0.045746362 23 -2.677 62.433503 0.049485704 24 -2.576 39.816752 0.052029057 25 -2.475 20.984538 0.052895111 26 -2.374 5.5935779 0.054204041 27 -2.273 -6.685657 0.058166283 28 -2.172 -16.16894 0.06519738 29 -2.071 -23.1583 0.075601386 30 -1.97 -27.942 0.089520562 31 -1.869 -30.79456 0.106888166 32 -1.768 -31.97674 0.127389763 33 -1.667 -31.73555 0.150438699 34 -1.566 -30.30424 0.175170932 35 -1.465 -27.90232 0.200463311 36 -1.364 -24.73554 0.224977508 37 -1.263 -20.9959 0.247229426 38 -1.162 -16.86162 0.265681108 39 -1.061 -12.49722 0.278849324 40 -0.96 -8.053414 0.285422493 41 -0.859 -3.667193 0.286469284 42 -0.758 0.5382141 0.295772294 43 -0.657 4.4533322 0.313501013 44 -0.556 7.9824381

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.339313158 45 -0.455 11.043563

0.372349297 46 -0.354 13.56849 0.411269881 47 -0.253 15.502756 0.454333272 48 -0.152 16.805653 0.499509087 49 -0.051 17.450223 0.54461739 50 0.05 17.423265 0.587481449 51 0.151 16.725328 0.626080287 52 0.252 15.370717 0.658687255 53 0.353 13.387489 0.683982407 54 0.454 10.817453 0.701129284 55 0.555 7.7161736 0.709810531 56 0.656 4.1529681 0.710221041 57 0.757 0.2109066 0.717420556 58 0.858 -4.013187 0.731182962 59 0.959 -8.408736 0.750177728 60 1.06 -12.85141 0.772906703 61 1.161 -17.20313 0.797821462 62 1.262 -21.31205 0.823432011 63 1.363 -25.01258 0.848398499 64 1.464 -28.12538 0.871600191 65 1.565 -30.45736 0.892178768 66 1.666 -31.80167 0.90955585 67 1.767 -31.93769 0.923427024 68 1.868 -30.63107 0.933736525 69 1.969 -27.63371 0.940637814 70 2.07 -22.68374 0.944445748 71 2.171 -15.50554 0.945585778 72 2.272 -5.809744 0.946626655 73 2.373 6.7067724 0.949343538 74 2.474 22.360886 0.953249431 75 2.575 41.483228 0.957901992 76 2.676 64.418179 0.962921066 77 2.777 91.523879 0.967997715 78 2.878 123.17222 0.972896035 79 2.979 159.74883 0.977449365 80 3.08 201.65313 0.981552616 81 3.181 249.29825 0.985152304 82 3.282 303.1111 0.988235707 83 3.383 363.53234 0.990820196 84 3.484 431.01637 0.992943549 85 3.585 506.03137 0.994655679 86 3.686 589.05924 0.996012025 87 3.787 680.59566 0.997068571 88 3.888 781.15004 0.997878401 89 3.989 891.24557 0.99848954 90 4.09 1011.4192 0.998943839 91 4.191 1142.2215 0.999276638 92 4.292 1284.2171 0.999516974 93 4.393 1437.9841 0.99968813 94 4.494 1604.1143 0.999808362 95 4.595 1783.2136 0.999891694 96 4.696 1975.90140.999948693 97 4.797 2182.8108

0.999987175 98 4.898 2404.5889

1 99 4.999 2641.8963distribution of Z Normal distribution

1.48672E-06 0.003898643 2.45094E-06 0.005848611 3.9995E-06 0.008661759 6.46025E-06 0.012661836 1.03291E-05 0.018265803 1.63472E-05 0.025997785 2.56093E-05 0.036499031 3.97118E-05 0.050530236 6.09553E-05 0.068961502 9.26132E-05 0.09274427 0.000139285 0.122858908 0.000207351 0.160231583 0.000305546 0.205614983 0.000445674 0.259429576 0.000643469 0.321565901 0.000919619 0.391153819 0.001300942 0.466311927 0.001821704 0.543898852 0.002525035 0.619297356 0.003464389 0.686270794 0.004704958 0.736937964 0.006324913 0.761914875 0.008416337 0.750668502 0.011085658 0.692116491 0.014453386 0.575486905 0.018652949 0.391423509 0.023828414 0.133286092 0.030130931 -0.201445061 0.03771375 -0.609791433 0.046725789 -1.082089857 0.057303789 -1.601182505 0.069563239 -2.142169253 0.083588399 -2.672884332 0.099421884 -3.1552078 0.117054396 -3.547244559 0.136415346 -3.806305018 0.157365126 -3.892511744 0.179689839 -3.772749061 0.203099244 -3.424583155 0.227228529 -2.839724576 0.251644341 -2.026596041 0.275855243 -1.011614489 0.299326439 0.161101713 0.321498297 1.431738702 0.341807853 2.728460037 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 3.972504117 0.37471238 5.084280999 0.386376486 5.98990039 0.394360216 6.627480823 0.398423793 6.952584168 0.398443914 6.942193945 0.394419966 6.596803502 0.386474058 5.940383486 0.374844865 5.018231338 0.359875719 3.892938583 0.34199778 2.638914232 0.32170943 1.336048991 0.299553264 0.063177764 0.276092166 -1.108009531 0.25188591 -2.118042166 0.227469632 -2.923305567 0.203335281 -3.498002392 0.17991684 -3.834395901 0.157579839 -3.941478285 0.136615273 -3.842357057 0.117237788 -3.570753848 0.099587708 -3.167054936 0.083736272 -2.674342872 0.069693339 -2.134781722 0.05741676 -1.586638155 0.046822635 -1.06211245 0.037795734 -0.586043282 0.030199481 -0.175451262 0.023885038 0.160191515 0.018699163 0.418129851 0.014490659 0.601119312 0.011115369 0.716031836 0.008439746 0.772438314 0.006343145 0.781299255 0.004718997 0.753854236 0.003475077 0.700760217 0.002533081 0.631492589 0.001827693 0.553994161 0.001305351 0.474537431 0.000922829 0.397754437 0.00064578 0.326785144 0.00044732 0.263497926 0.000306705 0.208742331 0.000208159 0.162603056 0.000139842 0.124633353 9.29928E-05 0.094054697 6.12113E-05 0.069916846 3.98826E-05 0.051217911 2.5722E-05 0.036987858 1.64209E-05 0.026340978 1.03767E-05 0.01850381 6.49066E-06 0.0128249024.01874E-06 0.008772141 2.46298E-06 0.005922443 1.49417E-06 0.003947445Absolute values

0.003898643 0.000196881 0.005848611 0.00059071 0.008661759 0.000874838 0.012661836 0.001278845 0.018265803 0.001844846 0.025997785 0.002625776 0.036499031 0.003686402 0.050530236 0.005103554 0.068961502 0.006965112 0.09274427 0.009367171 0.122858908 0.01240875 0.160231583 0.01618339 0.205614983 0.020767113 0.259429576 0.026202387 0.321565901 0.032478156 0.391153819 0.039506536 0.466311927 0.047097505 0.543898852 0.054933784 0.619297356 0.062549033 0.686270794 0.06931335 0.736937964 0.074430734 0.761914875 0.076953402 0.750668502 0.075817519 0.692116491 0.069903766 0.575486905 0.058124177 0.391423509 0.039533774 0.133286092 0.013461895 0.201445061 0.020345951 0.609791433 0.061588935 1.082089857 0.109291076 1.601182505 0.161719433 2.142169253 0.216359095 2.672884332 0.269961318 3.1552078 0.318675988 3.547244559 0.3582717 3.806305018 0.384436807 3.892511744 0.393143686 3.772749061 0.381047655 3.424583155 0.345882899 2.839724576 0.286812182 2.026596041 0.2046862 1.011614489 0.102173063 0.161101713 0.016271273 1.431738702 0.144605609 2.728460037 0.275574464 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 3.972504117 0.401222916 5.084280999 0.513512381 5.98990039 0.604979939 6.627480823 0.669375563 6.952584168 0.702211001 6.942193945 0.701161588 6.596803502 0.666277154 5.940383486 0.599978732 5.018231338 0.506841365 3.892938583 0.393186797 2.638914232 0.266530337 1.336048991 0.134940948 0.063177764 0.006380954 1.108009531 0.111908963 2.118042166 0.213922259 2.923305567 0.295253862 3.498002392 0.353298242 3.834395901 0.387273986 3.941478285 0.398089307 3.842357057 0.388078063 3.570753848 0.360646139 3.167054936 0.319872549 2.674342872 0.27010863 2.134781722 0.215612954 1.586638155 0.160250454 1.06211245 0.107273357 0.586043282 0.059190372 0.175451262 0.017720578 0.160191515 0.016179343 0.418129851 0.042231115 0.601119312 0.060713051 0.716031836 0.072319215 0.772438314 0.07801627 0.781299255 0.078911225 0.753854236 0.076139278 0.700760217 0.070776782 0.631492589 0.063780752 0.553994161 0.05595341 0.474537431 0.047928281 0.397754437 0.040173198 0.326785144 0.0330053 0.263497926 0.026613291 0.208742331 0.021082975 0.162603056 0.016422909 0.124633353 0.012587969 0.094054697 0.009499524 0.069916846 0.007061601 0.051217911 0.005173009 0.036987858 0.003735774 0.026340978 0.002660439 0.01850381 0.001868885 0.012824902 0.0012953150.008772141 0.000885986 0.005922443 0.000598167 0.003947445 0.000199346Cumulative normalization

0.000196881 1.26661E-05 0.000787591 5.06686E-05 0.001662429 0.00010695 0.002941274 0.000189223 0.00478612 0.000307909 0.007411897 0.000476835 0.011098299 0.000713994 0.016201853 0.001042325 0.023166964 0.001490416 0.032534136 0.002093041 0.044942885 0.002891341 0.061126275 0.003932478 0.081893389 0.005268503 0.108095776 0.006954199 0.140573932 0.009043638 0.180080468 0.011585239 0.227177972 0.014615194 0.282111756 0.018149286 0.344660789 0.022173296 0.413974139 0.026632478 0.488404874 0.031420881 0.565358276 0.036371576 0.641175795 0.041249196 0.71107956 0.045746362 0.769203738 0.049485704 0.808737512 0.052029057 0.822199407 0.052895111 0.842545359 0.054204041 0.904134293 0.058166283 1.013425369 0.06519738 1.175144802 0.075601386 1.391503896 0.089520562 1.661465214 0.106888166 1.980141202 0.127389763 2.338412902 0.150438699 2.722849709 0.175170932 3.115993395 0.200463311 3.49704105 0.224977508 3.842923949 0.247229426 4.129736131 0.265681108 4.334422331 0.278849324 4.436595395 0.285422493 4.452866668 0.286469284 4.597472276 0.295772294 4.87304674 0.313501013 

### ( )2 () ()

i 

### f a f xf b         

# 5.274269656 0.339313158 5.787782037 0.372349297 6.392761976 0.411269881 7.062137539 0.454333272 7.76434854 0.499509087 8.465510129 0.54461739 9.131787283 0.587481449 9.731766015 0.626080287 10.23860738 0.658687255 10.63179418 0.683982407 10.89832451 0.701129284 11.03326546 0.709810531 11.03964642 0.710221041 11.15155538 0.717420556 11.36547764 0.731182962 11.6607315 0.750177728 12.01402974 0.772906703 12.40130373 0.797821462 12.79939303 0.823432011 13.1874711 0.848398499 13.54811724 0.871600191 13.86798978 0.892178768 14.13809841 0.90955585 14.35371137 0.923427024 14.51396182 0.933736525 14.62123518 0.940637814 14.68042555 0.944445748 14.69814613 0.945585778 14.71432547 0.946626655 14.75655659 0.949343538 14.81726964 0.953249431 14.88958885 0.957901992 14.96760512 0.962921066 15.04651635 0.967997715 15.12265562 0.972896035 15.19343241 0.977449365 15.25721316 0.981552616 15.31316657 0.985152304 15.36109485 0.988235707 15.40126805 0.990820196 15.43427335 0.992943549 15.46088664 0.994655679 15.48196961 0.996012025 15.49839252 0.997068571 15.51098049 0.997878401 15.52048001 0.99848954 15.52754162 0.998943839 15.53271462 0.999276638 15.5364504 0.999516974 15.53911084 0.99968813 15.54097972 0.999808362 15.54227504 0.99989169415.54316102 0.999948693 15.54375919 0.999987175 15.54395854 1

784.1525797**Appendix E-2b (i): Biomass Fluidized Bed CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass FB no 3GATempleInlandRome YES Yes Wet Biomass FB no 3GATempleInlandRome YES Yes Wet Biomass FB no 3GATempleInlandRomeUnitID Data Source Source Tab Pollutant Data TypeRun Number WF ICR Phase II - Templates CO CO ET Sample #1 WF ICR Phase II - Templates CO CO ET Sample #2 WF ICR Phase II - Templates CO CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 7/29/2009 1.36E+02 4.914669773 0 7/29/2009 6.09E+01 4.108684816 0 7/30/2009 9.92E+01 4.597277801 0**Appendix E-2b (ii): Biomass Fluidized Bed CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 4.540210797

Variance of natural log of

test runs (σ2) 0.16484542

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.384686175

Denominator for calculation of flatness of z distribution (β2z) 0.096349556

Flatness of z distribution

(β2z) 68.26585957

Skewness of z distribution

(√β1z) 0.777035422Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990837266 0.999280256 0.99602539 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 101.7616696

exp (2μ + σ2) 10355.4374

exp (σ2) - 1 0.179210822

(σ2/n) + [σ4/(2(n - 1))] 0.061741976

Square root term 106.4035051

Confidence Level 99% 99.9% 99.5%

UPL 2.25E+02 2.54E+02 2.36E+02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -5.12E-02 -6.20E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-2b (ii): Biomass Fluidized Bed CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Wet Biomass3GATempleInlandRomeWF ICR Phase II - TemplatesCOPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 98.78492764.592945038 3 2ET Wood: Bark**Appendix E-2b (iii): Biomass Fluidized Bed CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 68.26586 0.7770354

1.24189E-05 -5=f(a) 1286.6327 4.9674E-05 1 -4.899 1170.6431 0.00010484 2 -4.798 1062.2717 0.000185469 3 -4.697 961.19333 0.000301762 4 -4.596 867.08952 0.000467252 5 -4.495 779.64863 0.000699544 6 -4.394 698.56581 0.001021069 7 -4.293 623.543 0.001459778 8 -4.192 554.28892 0.00204965 9 -4.091 490.51909 0.002830869 10 -3.99 431.95584 0.003849468 11 -3.889 378.32824 0.005156218 12 -3.788 329.37222 0.006804505 13 -3.687 284.83044 0.008846954 14 -3.586 244.45239 0.011330594 15 -3.485 207.99434 0.01429044 16 -3.384 175.21935 0.017741513 17 -3.283 145.89727 0.021669504 18 -3.182 119.80475 0.026020569 19 -3.081 96.725225 0.030690992 20 -2.98 76.448916 0.035517804 21 -2.879 58.772847 0.040271702 22 -2.778 43.500829 0.044653826 23 -2.677 30.443463 0.048298062 24 -2.576 19.418144 0.050780398 25 -2.475 10.249058 0.051636572 26 -2.374 2.7671804 0.052884513 27 -2.273 -3.189719 0.056692937 28 -2.172 -7.777079 0.063453912 29 -2.071 -11.14355 0.073447474 30 -1.97 -13.43098 0.086792527 31 -1.869 -14.77445 0.103400998 32 -1.768 -15.30222 0.122940607 33 -1.667 -15.13578 0.144811773 34 -1.566 -14.38981 0.168143734 35 -1.465 -13.17222 0.191813834 36 -1.364 -11.5841 0.214492082 37 -1.263 -9.719789 0.234710689 38 -1.162 -7.666794 0.250955566 39 -1.061 -5.505851 0.261773952 40 -0.96 -3.310901 0.26588986 41 -0.859 -1.149093 0.269462519 42 -0.758 0.9192154 0.281320105 43 -0.657 2.8404588 0.301593396 44 -0.556 4.5678629

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.329904739 45 -0.455 6.0614451

0.36536455 46 -0.354 7.2880144 0.406609762 47 -0.253 8.2211714 0.45188271 48 -0.152 8.8413083 0.49914469 49 -0.051 9.1356089 0.546214734 50 0.05 9.0980486 0.590921386 51 0.151 8.7293942 0.631253827 52 0.252 8.0372044 0.665498735 53 0.353 7.0358293 0.69235084 54 0.454 5.7464106 0.710987976 55 0.555 4.1968816 0.721105196 56 0.656 2.4219673 0.72290679 57 0.757 0.4631842 0.728754418 58 0.858 -1.63116 0.741202366 59 0.959 -3.805965 0.75892205 60 1.06 -5.999339 0.780420395 61 1.161 -8.142601 0.804156334 62 1.262 -10.16027 0.828648511 63 1.363 -11.97009 0.852565972 64 1.464 -13.483 0.874796172 65 1.565 -14.60315 0.894487495 66 1.666 -15.2279 0.911066189 67 1.767 -15.24781 0.924230071 68 1.868 -14.54667 0.933923103 69 1.969 -13.00145 0.9402961 70 2.07 -10.48235 0.943659189 71 2.171 -6.852774 0.944431419 72 2.272 -1.969327 0.945770649 73 2.373 4.3181726 0.948724741 74 2.474 12.166697 0.952815247 75 2.575 21.740012 0.957608215 76 2.676 33.208675 0.962731405 77 2.777 46.750033 0.967883084 78 2.878 62.548226 0.972833697 79 2.979 80.794186 0.977422012 80 3.08 101.68564 0.981547445 81 3.181 125.42709 0.985160149 82 3.282 152.22986 0.988250244 83 3.383 182.31203 0.990837266 84 3.484 215.89851 0.992960577 85 3.585 253.22096 0.994671219 86 3.686 294.51787 0.99602539 87 3.787 340.03449 0.997079567 88 3.888 390.02288 0.997887125 89 3.989 444.7419 0.998496245 90 4.09 504.45717 0.99894884 91 4.191 569.44113 0.999280256 92 4.292 639.97301 0.999519507 93 4.393 716.33881 0.999689833 94 4.494 798.83134 0.999809446 95 4.595 887.75019 0.999892325 96 4.696 983.401770.999949 97 4.797 1086.0992

0.999987254 98 4.898 1196.1626

1 99 4.999 1313.9185distribution of Z Normal distribution

1.48672E-06 0.001912862 2.45094E-06 0.002869176 3.9995E-06 0.004248559 6.46025E-06 0.006209546 1.03291E-05 0.008956244 1.63472E-05 0.012745109 2.56093E-05 0.017889754 3.97118E-05 0.024761994 6.09553E-05 0.033786821 9.26132E-05 0.045428536 0.000139285 0.060164958 0.000207351 0.078446623 0.000305546 0.100638332 0.000445674 0.126941494 0.000643469 0.157297564 0.000919619 0.191275564 0.001300942 0.227950245 0.001821704 0.265781628 0.002525035 0.302511142 0.003464389 0.335093792 0.004704958 0.359688904 0.006324913 0.371733135 0.008416337 0.366117654 0.011085658 0.337485837 0.014453386 0.280657944 0.018652949 0.191175146 0.023828414 0.06593752 0.030130931 -0.09610919 0.03771375 -0.29330281 0.046725789 -0.520691111 0.057303789 -0.769646298 0.069563239 -1.027758656 0.083588399 -1.279088203 0.099421884 -1.504827543 0.117054396 -1.684390515 0.136415346 -1.796892479 0.157365126 -1.822934039 0.179689839 -1.746547276 0.203099244 -1.557119964 0.227228529 -1.251086354 0.251644341 -0.833169478 0.275855243 -0.316983354 0.299326439 0.27514547 0.321498297 0.913202656 0.341807853 1.561331395 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.180375689 0.37471238 2.730909215 0.386376486 3.176467319 0.394360216 3.486660268 0.398423793 3.639843968 0.398443914 3.625062088 0.394419966 3.443047374 0.386474058 3.106171003 0.374844865 2.637344474 0.359875719 2.067993636 0.34199778 1.435324198 0.32170943 0.779169728 0.299553264 0.138748342 0.276092166 -0.450350399 0.25188591 -0.958668838 0.227469632 -1.364667478 0.203335281 -1.655678001 0.17991684 -1.828004512 0.157579839 -1.88624564 0.136615273 -1.841984264 0.117237788 -1.712041289 0.099587708 -1.516511623 0.083736272 -1.276795019 0.069693339 -1.013805899 0.05741676 -0.746501171 0.046822635 -0.490811354 0.037795734 -0.259005639 0.030199481 -0.059472647 0.023885038 0.103139717 0.018699163 0.227507051 0.014490659 0.315027109 0.011115369 0.369126673 0.008439746 0.394558413 0.006343145 0.396752484 0.004718997 0.38126751 0.003475077 0.353365456 0.002533081 0.317716951 0.001827693 0.27822951 0.001305351 0.237981261 0.000922829 0.199237418 0.00064578 0.163525136 0.00044732 0.131743706 0.000306705 0.104290398 0.000208159 0.081186596 0.000139842 0.062193491 9.29928E-05 0.046910883 6.12113E-05 0.034856222 3.98826E-05 0.025523785 2.5722E-05 0.018425683 1.64209E-05 0.013117518 1.03767E-05 0.009211886 6.49066E-06 0.0063829254.01874E-06 0.004364747 2.46298E-06 0.002946119 1.49417E-06 0.001963219Absolute values

0.001912862 9.65995E-05 0.002869176 0.000289787 0.004248559 0.000429104 0.006209546 0.000627164 0.008956244 0.000904581 0.012745109 0.001287256 0.017889754 0.001806865 0.024761994 0.002500961 0.033786821 0.003412469 0.045428536 0.004588282 0.060164958 0.006076661 0.078446623 0.007923109 0.100638332 0.010164472 0.126941494 0.012821091 0.157297564 0.015887054 0.191275564 0.019318832 0.227950245 0.023022975 0.265781628 0.026843944 0.302511142 0.030553625 0.335093792 0.033844473 0.359688904 0.036328579 0.371733135 0.037545047 0.366117654 0.036977883 0.337485837 0.03408607 0.280657944 0.028346452 0.191175146 0.01930869 0.06593752 0.00665969 0.09610919 0.009707028 0.29330281 0.029623584 0.520691111 0.052589802 0.769646298 0.077734276 1.027758656 0.103803624 1.279088203 0.129187908 1.504827543 0.151987582 1.684390515 0.170123442 1.796892479 0.18148614 1.822934039 0.184116338 1.746547276 0.176401275 1.557119964 0.157269116 1.251086354 0.126359722 0.833169478 0.084150117 0.316983354 0.032015319 0.27514547 0.027789692 0.913202656 0.092233468 1.561331395 0.157694471 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.180375689 0.220217945 2.730909215 0.275821831 3.176467319 0.320823199 3.486660268 0.352152687 3.639843968 0.367624241 3.625062088 0.366131271 3.443047374 0.347747785 3.106171003 0.313723271 2.637344474 0.266371792 2.067993636 0.208867357 1.435324198 0.144967744 0.779169728 0.078696143 0.138748342 0.014013583 0.450350399 0.04548539 0.958668838 0.096825553 1.364667478 0.137831415 1.655678001 0.167223478 1.828004512 0.184628456 1.88624564 0.19051081 1.841984264 0.186040411 1.712041289 0.17291617 1.516511623 0.153167674 1.276795019 0.128956297 1.013805899 0.102394396 0.746501171 0.075396618 0.490811354 0.049571947 0.259005639 0.02615957 0.059472647 0.006006737 0.103139717 0.010417111 0.227507051 0.022978212 0.315027109 0.031817738 0.369126673 0.037281794 0.394558413 0.0398504 0.396752484 0.040072001 0.38126751 0.038508019 0.353365456 0.035689911 0.317716951 0.032089412 0.27822951 0.028101181 0.237981261 0.024036107 0.199237418 0.020122979 0.163525136 0.016516039 0.131743706 0.013306114 0.104290398 0.01053333 0.081186596 0.008199846 0.062193491 0.006281543 0.046910883 0.004737999 0.034856222 0.003520478 0.025523785 0.002577902 0.018425683 0.001860994 0.013117518 0.001324869 0.009211886 0.000930401 0.006382925 0.0006446750.004364747 0.000440839 0.002946119 0.000297558 0.001963219 9.91426E-05Cumulative normalization

9.65995E-05 1.24189E-05 0.000386386 4.9674E-05 0.000815491 0.00010484 0.001442655 0.000185469 0.002347236 0.000301762 0.003634492 0.000467252 0.005441357 0.000699544 0.007942318 0.001021069 0.011354787 0.001459778 0.015943069 0.00204965 0.02201973 0.002830869 0.029942839 0.003849468 0.04010731 0.005156218 0.052928401 0.006804505 0.068815455 0.008846954 0.088134287 0.011330594 0.111157262 0.01429044 0.138001206 0.017741513 0.168554832 0.021669504 0.202399305 0.026020569 0.238727884 0.030690992 0.276272931 0.035517804 0.313250814 0.040271702 0.347336883 0.044653826 0.375683336 0.048298062 0.394992025 0.050780398 0.401651715 0.051636572 0.411358743 0.052884513 0.440982327 0.056692937 0.493572129 0.063453912 0.571306405 0.073447474 0.675110029 0.086792527 0.804297938 0.103400998 0.95628552 0.122940607 1.126408962 0.144811773 1.307895102 0.168143734 1.49201144 0.191813834 1.668412715 0.214492082 1.825681831 0.234710689 1.952041553 0.250955566 2.03619167 0.261773952 2.068206989 0.26588986 2.095996682 0.269462519 2.18823015 0.281320105 2.345924621 0.301593396 

### ( )2 () ()

i 

### f a f xf b         

# 2.566142565 0.329904739 2.841964396 0.36536455 3.162787595 0.406609762 3.514940282 0.45188271 3.882564523 0.49914469 4.248695794 0.546214734 4.596443579 0.590921386 4.91016685 0.631253827 5.176538642 0.665498735 5.385405999 0.69235084 5.530373743 0.710987976 5.609069886 0.721105196 5.623083468 0.72290679 5.668568859 0.728754418 5.765394411 0.741202366 5.903225826 0.75892205 6.070449305 0.780420395 6.25507776 0.804156334 6.44558857 0.828648511 6.631628981 0.852565972 6.804545151 0.874796172 6.957712825 0.894487495 7.086669122 0.911066189 7.189063517 0.924230071 7.264460136 0.933923103 7.314032082 0.9402961 7.340191652 0.943659189 7.346198389 0.944431419 7.356615501 0.945770649 7.379593713 0.948724741 7.411411451 0.952815247 7.448693245 0.957608215 7.488543645 0.962731405 7.528615645 0.967883084 7.567123664 0.972833697 7.602813575 0.977422012 7.634902987 0.981547445 7.663004168 0.985160149 7.687040275 0.988250244 7.707163254 0.990837266 7.723679293 0.992960577 7.736985407 0.994671219 7.747518737 0.99602539 7.755718584 0.997079567 7.762000126 0.997887125 7.766738125 0.998496245 7.770258604 0.99894884 7.772836506 0.999280256 7.7746975 0.999519507 7.776022369 0.999689833 7.77695277 0.999809446 7.777597445 0.9998923257.778038285 0.999949 7.778335843 0.999987254 7.778434985 1

391.821615**Appendix E-2c (i): Biomass Fuel Cell CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Yes Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Yes Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Yes Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMillUnitID Data Source Source Tab Pollutant Data TypeRun Number SN-45 ICR Phase I Organic HAP and CO SN-45CO ET Sample #1 SN-45 ICR Phase I Organic HAP and CO SN-45CO ET Sample #2 SN-45 ICR Phase I Organic HAP and CO SN-45CO ET Sample #3 SN-45 ICR Phase I Organic HAP and CO SN-45 (2) CO ET Sample #1 SN-45 ICR Phase I Organic HAP and CO SN-45 (2) CO ET Sample #2 SN-45 ICR Phase I Organic HAP and CO SN-45 (2) CO ET Sample #3 SN-45 ICR Phase II - Templates CO CO ET Sample #1 SN-45 ICR Phase II - Templates CO CO ET Sample #2 SN-45 ICR Phase II - Templates CO CO ET Sample #3 SN-45 ICR Phase II - Templates CO - D&F Results CO ET Sample #1 SN-45 ICR Phase II - Templates CO - D&F Results CO ET Sample #2 SN-45 ICR Phase II - Templates CO - D&F Results CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 9/28/2004 365.5521606 5.901408979 0 9/28/2004 373.708166 5.923475188 0 9/28/2004 379.3507474 5.938461232 0 12/3/2003 346.0581713 5.846606886 0 12/3/2003 357.549394 5.879273518 0 12/3/2003 363.5860206 5.896015914 0 8/11/2009 49.84562443 3.908930718 0 8/12/2009 202.6448011 5.311454698 0 8/12/2009 161.098732 5.082017419 0 7/17/2009 76.67201315 4.339536755 0 7/17/2009 34.54480101 3.542257062 0 7/20/2009 75.12070471 4.319096216 0**Appendix E-2c (ii): Biomass Fuel Cell CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES YES

Number of sources with test data 1

n 12 n-1 11

Average of natural log of test run values (μ) 5.157377882

Variance of natural log of

test runs (σ2) 0.805506304

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 59.51605694

Denominator for calculation of flatness of z distribution (β2z) 4.59666363

Flatness of z distribution

(β2z) 14.94766416

Skewness of z distribution

(√β1z) 2.722157145Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990546249 0.999299811 0.996007662 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 259.8568841

exp (2μ + σ2) 67525.60024

exp (σ2) - 1 1.237829233

(σ2/n) + [σ4/(2(n - 1))] 0.096618271

Square root term 556.3032864

Confidence Level 99% 99.9% 99.5%

UPL 9.06E+02 1.06E+03 9.62E+02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -2.72E-01 -7.31E-01 **SE Skewness** 0.71 0.71 **Skewness Test** normal normal **Kurtosis =** -2.01E+00 -1.12E+00 **SE Kurtosis** 1.41 1.41 **Kurtosis Test** normal normal **Number of test runs =** 12 12**Appendix E-2c (ii): Biomass Fuel Cell CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase II - TemplatesCO - D&F Results Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase II - TemplatesCO Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase I Organic HAP and CO SN-45 (2) Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase I Organic HAP and CO SN-45PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 62.112506294.128947358 3 2ET Hog Fuel CO 137.86305254.926260819 3 2ET Hog Fuel CO 355.73119535.874175376 3 2ET /Hog Fuel/ CO 372.8703585.921230794 3 2ET /Hog Fuel/**Appendix E-2c (iii): Biomass Fuel Cell CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 14.947664 2.7221571

7.89094E-06 -5=f(a) 189.05143 3.14074E-05 1 -4.899 170.8797 6.59856E-05 2 -4.798 153.97365 0.000116144 3 -4.697 138.27639 0.000187906 4 -4.596 123.73229 0.000289138 5 -4.495 110.28697 0.000429896 6 -4.394 97.887257 0.000622733 7 -4.293 86.481262 0.000882916 8 -4.192 76.018318 0.001228466 9 -4.091 66.449006 0.001679926 10 -3.99 57.72515 0.002259732 11 -3.889 49.799817 0.002991063 12 -3.788 42.627318 0.003896032 13 -3.687 36.163207 0.004993116 14 -3.586 30.364281 0.006293768 15 -3.485 25.18858 0.007798217 16 -3.384 20.595388 0.009490606 17 -3.283 16.545233 0.011333737 18 -3.182 12.999883 0.013263886 19 -3.081 9.9223544 0.015186321 20 -2.98 7.2769022 0.016972348 21 -2.879 5.029027 0.018458826 22 -2.778 3.1454722 0.019451166 23 -2.677 1.5942244 0.019730759 24 -2.576 0.3445137 0.020393935 25 -2.475 -0.633187 0.022223147 26 -2.374 -1.36716 0.02541135 27 -2.273 -1.884448 0.030093092 28 -2.172 -2.210845 0.036313524 29 -2.071 -2.370906 0.04399698 30 -1.97 -2.387942 0.052918298 31 -1.869 -2.284019 0.062680569 32 -1.768 -2.079962 0.072703173 33 -1.667 -1.79535 0.082223724 34 -1.566 -1.448521 0.090316748 35 -1.465 -1.05657 0.095930691 36 -1.364 -0.635346 0.097943124 37 -1.263 -0.199457 0.100654235 38 -1.162 0.237733 0.109127435 39 -1.061 0.6641025 0.124229024 40 -0.96 1.0687744 0.146566309 41 -0.859 1.4421142 0.17641132 42 -0.758 1.7757311 0.213643399 43 -0.657 2.0624772 0.257717973 44 -0.556 2.296448

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.307666843 45 -0.455 2.4729825

0.362132527 46 -0.354 2.5886626 0.419435897 47 -0.253 2.6413138 0.47767291 48 -0.152 2.6300047 0.534833101 49 -0.051 2.5550472 0.588929998 50 0.05 2.4179966 0.638132169 51 0.151 2.2216513 0.680883315 52 0.252 1.9700531 0.716000838 53 0.353 1.6684871 0.742744439 54 0.454 1.3234815 0.760849334 55 0.555 0.942808 0.770522254 56 0.656 0.5354814 0.772402045 57 0.757 0.1117599 0.777314111 58 0.858 -0.316855 0.787746537 59 0.959 -0.737619 0.802262935 60 1.06 -1.136543 0.819370537 61 1.161 -1.498397 0.837622466 62 1.262 -1.806706 0.855705792 63 1.363 -2.043752 0.872509558 64 1.464 -2.190574 0.887169456 65 1.565 -2.226967 0.899088391 66 1.666 -2.131485 0.907934502 67 1.767 -1.881435 0.913620044 68 1.868 -1.452884 0.916265793 69 1.969 -0.820655 0.916375358 70 2.07 0.0416742 0.918840893 71 2.171 1.1617668 0.92319635 72 2.272 2.5685304 0.928952695 73 2.373 4.2921156 0.935634535 74 2.474 6.3639162 0.942808136 75 2.575 8.8165694 0.950100415 76 2.676 11.683956 0.957209355 77 2.777 15.001199 0.963906963 78 2.878 18.804666 0.970036275 79 2.979 23.131967 0.975504072 80 3.08 28.021955 0.980270952 81 3.181 33.514729 0.984340197 82 3.282 39.651627 0.987746619 83 3.383 46.475232 0.990546249 84 3.484 54.029373 0.992807425 85 3.585 62.359119 0.994603561 86 3.686 71.510782 0.996007662 87 3.787 81.53192 0.997088476 88 3.888 92.471332 0.997908072 89 3.989 104.37906 0.998520592 90 4.09 117.30639 0.998971892 91 4.191 131.30586 0.999299811 92 4.292 146.43123 0.999534851 93 4.393 162.73753 0.999701076 94 4.494 180.28101 0.999817093 95 4.595 199.11917 0.99989702 96 4.696 219.310760.999951384 97 4.797 240.91577

0.999987893 98 4.898 263.99544

1 99 4.999 288.61223distribution of Z Normal distribution

1.48672E-06 0.000281066 2.45094E-06 0.000418816 3.9995E-06 0.000615818 6.46025E-06 0.0008933 1.03291E-05 0.001278042 1.63472E-05 0.001802888 2.56093E-05 0.00250682 3.97118E-05 0.003434324 6.09553E-05 0.004633716 9.26132E-05 0.006154054 0.000139285 0.008040246 0.000207351 0.010326027 0.000305546 0.013024602 0.000445674 0.016116998 0.000643469 0.019538477 0.000919619 0.023163898 0.001300942 0.026793409 0.001821704 0.030140514 0.002525035 0.032825155 0.003464389 0.034374894 0.004704958 0.034237516 0.006324913 0.031808157 0.008416337 0.026473355 0.011085658 0.017673028 0.014453386 0.00497939 0.018652949 -0.0118108 0.023828414 -0.032577265 0.030130931 -0.056780158 0.03771375 -0.083379253 0.046725789 -0.110782471 0.057303789 -0.136838132 0.069563239 -0.158883782 0.083588399 -0.173860677 0.099421884 -0.178497083 0.117054396 -0.169555787 0.136415346 -0.144132307 0.157365126 -0.099981236 0.179689839 -0.035840337 0.203099244 0.048283388 0.227228529 0.150903038 0.251644341 0.268951021 0.275855243 0.397814769 0.299326439 0.531523256 0.321498297 0.663082891 0.341807853 0.784943965 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.889561945 0.37471238 0.970003928 0.386376486 1.020541545 0.394360216 1.037169224 0.398423793 1.017991615 0.398443914 0.963436039 0.394419966 0.876263644 0.386474058 0.761374431 0.374844865 0.625423814 0.359875719 0.476288851 0.34199778 0.322438226 0.32170943 0.172269403 0.299553264 0.033478034 0.276092166 -0.087481206 0.25188591 -0.185795778 0.227469632 -0.258529071 0.203335281 -0.304677006 0.17991684 -0.325056836 0.157579839 -0.322054104 0.136615273 -0.299265847 0.117237788 -0.261084731 0.099587708 -0.212269691 0.083736272 -0.157544377 0.069693339 -0.10125637 0.05741676 -0.047119346 0.046822635 0.001951294 0.037795734 0.043909831 0.030199481 0.077568287 0.023885038 0.102517345 0.018699163 0.118999904 0.014490659 0.127757902 0.011115369 0.129871479 0.008439746 0.126606311 0.006343145 0.119280726 0.004718997 0.109159678 0.003475077 0.097378463 0.002533081 0.084895514 0.001827693 0.072471017 0.001305351 0.060666508 0.000922829 0.049859876 0.00064578 0.040270297 0.00044732 0.031988197 0.000306705 0.025006276 0.000208159 0.019248698 0.000139842 0.014596552 9.29928E-05 0.01090865 6.12113E-05 0.0080374 3.98826E-05 0.005840058 2.5722E-05 0.004185938 1.64209E-05 0.002960374 1.03767E-05 0.002066193 6.49066E-06 0.0014234714.01874E-06 0.000968177 2.46298E-06 0.000650214 1.49417E-06 0.000431236Absolute values

0.000281066 1.41939E-05 0.000418816 4.23004E-05 0.000615818 6.21976E-05 0.0008933 9.02233E-05 0.001278042 0.000129082 0.001802888 0.000182092 0.00250682 0.000253189 0.003434324 0.000346867 0.004633716 0.000468005 0.006154054 0.000621559 0.008040246 0.000812065 0.010326027 0.001042929 0.013024602 0.001315485 0.016116998 0.001627817 0.019538477 0.001973386 0.023163898 0.002339554 0.026793409 0.002706134 0.030140514 0.003044192 0.032825155 0.003315341 0.034374894 0.003471864 0.034237516 0.003457989 0.031808157 0.003212624 0.026473355 0.002673809 0.017673028 0.001784976 0.00497939 0.000502918 0.0118108 0.001192891 0.032577265 0.003290304 0.056780158 0.005734796 0.083379253 0.008421305 0.110782471 0.01118903 0.136838132 0.013820651 0.158883782 0.016047262 0.173860677 0.017559928 0.178497083 0.018028205 0.169555787 0.017125134 0.144132307 0.014557363 0.099981236 0.010098105 0.035840337 0.003619874 0.048283388 0.004876622 0.150903038 0.015241207 0.268951021 0.027164053 0.397814769 0.040179292 0.531523256 0.053683849 0.663082891 0.066971372 0.784943965 0.07927934 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.889561945 0.089845756 0.970003928 0.097970397 1.020541545 0.103074696 1.037169224 0.104754092 1.017991615 0.102817153 0.963436039 0.09730704 0.876263644 0.088502628 0.761374431 0.076898818 0.625423814 0.063167805 0.476288851 0.048105174 0.322438226 0.032566261 0.172269403 0.01739921 0.033478034 0.003381281 0.087481206 0.008835602 0.185795778 0.018765374 0.258529071 0.026111436 0.304677006 0.030772378 0.325056836 0.03283074 0.322054104 0.032527464 0.299265847 0.030225851 0.261084731 0.026369558 0.212269691 0.021439239 0.157544377 0.015911982 0.10125637 0.010226893 0.047119346 0.004759054 0.001951294 0.000197081 0.043909831 0.004434893 0.077568287 0.007834397 0.102517345 0.010354252 0.118999904 0.01201899 0.127757902 0.012903548 0.129871479 0.013117019 0.126606311 0.012787237 0.119280726 0.012047353 0.109159678 0.011025127 0.097378463 0.009835225 0.084895514 0.008574447 0.072471017 0.007319573 0.060666508 0.006127317 0.049859876 0.005035847 0.040270297 0.0040673 0.031988197 0.003230808 0.025006276 0.002525634 0.019248698 0.001944118 0.014596552 0.001474252 0.01090865 0.001101774 0.0080374 0.000811777 0.005840058 0.000589846 0.004185938 0.00042278 0.002960374 0.000298998 0.002066193 0.000208685 0.001423471 0.0001437710.000968177 9.77859E-05 0.000650214 6.56716E-05 0.000431236 2.17774E-05Cumulative normalization

1.41939E-05 7.89094E-06 5.64943E-05 3.14074E-05 0.000118692 6.59856E-05 0.000208915 0.000116144 0.000337997 0.000187906 0.000520089 0.000289138 0.000773278 0.000429896 0.001120145 0.000622733 0.00158815 0.000882916 0.002209709 0.001228466 0.003021774 0.001679926 0.004064703 0.002259732 0.005380188 0.002991063 0.007008005 0.003896032 0.008981391 0.004993116 0.011320944 0.006293768 0.014027079 0.007798217 0.017071271 0.009490606 0.020386611 0.011333737 0.023858476 0.013263886 0.027316465 0.015186321 0.030529089 0.016972348 0.033202897 0.018458826 0.034987873 0.019451166 0.035490792 0.019730759 0.036683682 0.020393935 0.039973986 0.022223147 0.045708782 0.02541135 0.054130087 0.030093092 0.065319116 0.036313524 0.079139768 0.04399698 0.09518703 0.052918298 0.112746958 0.062680569 0.130775163 0.072703173 0.147900298 0.082223724 0.162457661 0.090316748 0.172555766 0.095930691 0.17617564 0.097943124 0.181052262 0.100654235 0.196293469 0.109127435 0.223457522 0.124229024 0.263636814 0.146566309 0.317320662 0.17641132 0.384292034 0.213643399 0.463571375 0.257717973 

### ( )2 () ()

i 

### f a f xf b         

# 0.553417131 0.307666843 0.651387528 0.362132527 0.754462224 0.419435897 0.859216316 0.47767291 0.962033469 0.534833101 1.059340509 0.588929998 1.147843137 0.638132169 1.224741954 0.680883315 1.28790976 0.716000838 1.336014934 0.742744439 1.368581195 0.760849334 1.385980404 0.770522254 1.389361686 0.772402045 1.398197287 0.777314111 1.416962661 0.787746537 1.443074097 0.802262935 1.473846475 0.819370537 1.506677215 0.837622466 1.53920468 0.855705792 1.56943053 0.872509558 1.595800088 0.887169456 1.617239327 0.899088391 1.633151309 0.907934502 1.643378202 0.913620044 1.648137256 0.916265793 1.648334337 0.916375358 1.65276923 0.918840893 1.660603627 0.92319635 1.670957879 0.928952695 1.682976869 0.935634535 1.695880417 0.942808136 1.708997437 0.950100415 1.721784674 0.957209355 1.733832027 0.963906963 1.744857155 0.970036275 1.75469238 0.975504072 1.763266827 0.980270952 1.770586399 0.984340197 1.776713717 0.987746619 1.781749564 0.990546249 1.785816864 0.992807425 1.789047672 0.994603561 1.791573306 0.996007662 1.793517424 0.997088476 1.794991676 0.997908072 1.79609345 0.998520592 1.796905227 0.998971892 1.797495073 0.999299811 1.797917853 0.999534851 1.79821685 0.999701076 1.798425536 0.999817093 1.798569307 0.999897021.798667092 0.999951384 1.798732764 0.999987893 1.798754541 1

88.80008984**Appendix E-2d (i): Biomass Suspension Burner CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Yes Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Yes Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomson YES Dry Biomass Suspension Burner

no 1GATempleInlandThomsonUnitID Data Source Source Tab Pollutant Data TypeRun Number BW-B001 ICR Phase I Organic HAP and CO CO ET Sample #1 BW-B001 ICR Phase I Organic HAP and CO CO ET Sample #2 BW-B001 ICR Phase I Organic HAP and CO CO ET Sample #3 BW-B001 ICR Phase I Organic HAP and CO (2) CO ET Sample #1 BW-B001 ICR Phase I Organic HAP and CO (2) CO ET Sample #2 BW-B001 ICR Phase I Organic HAP and CO (2) CO ET Sample #3 BW-B001 ICR Phase II - Comments Additional CO from Test Report CO ET Sample #1 BW-B001 ICR Phase II - Comments Additional CO from Test Report CO ET Sample #2 BW-B001 ICR Phase II - Comments Additional CO from Test Report CO ET Sample #3 BW-B001 ICR Phase II - Voluntary Additional CO Data CO ET Sample #1 BW-B001 ICR Phase II - Voluntary Additional CO Data CO ET Sample #2 BW-B001 ICR Phase II - Voluntary Additional CO Data CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 1/30/2003 15.01129235 2.708802741 0 1/30/2003 15.55337282 2.744277516 0 1/30/2003 15.55337282 2.744277516 0 12/7/2004 669.7674144 6.506930509 0 12/7/2004 1618.462903 7.389232153 0 12/7/2004 2342.178959 7.758836954 0 12/7/2010 108.8013165 4.689523434 0 12/7/2010 430.844684 6.065747663 0 12/7/2010 590.1568119 6.380388285 0 12/3/2008 29.05782345 3.369287757 0 12/3/2008 9.013561025 2.198730224 0 12/3/2008 16.95054096 2.830299748 0**Appendix E-2d (ii): Biomass Suspension Burner CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES YES

Number of sources with test data 1

n 12 n-1 11

Average of natural log of test run values (μ) 4.615527875

Variance of natural log of

test runs (σ2) 4.326763426

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 33721326.05

Denominator for calculation of flatness of z distribution (β2z) 16739.77008

Flatness of z distribution

(β2z) 2016.4438

Skewness of z distribution

(√β1z) 387.7137609Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.991740637 0.999186734 0.995396454 z-value 3.585 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 879.1096096

exp (2μ + σ2) 772833.7057

exp (σ2) - 1 74.6988846

(σ2/n) + [σ4/(2(n - 1))] 1.211512789

Square root term 13476.50283

Confidence Level 99% 99.9% 99.5%

UPL 1.70E+04 2.02E+04 1.79E+04

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.82E+00 3.14E-01 **SE Skewness** 0.71 0.71 **Skewness Test** non-normal normal **Kurtosis =** 2.71E+00 -1.78E+00 **SE Kurtosis** 1.41 1.41 **Kurtosis Test** normal normal **Number of test runs =** 12 12**Appendix E-2d (ii): Biomass Suspension Burner CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Suspension Burner

Dy Biomass1GATempleInlandThomson BW-B001 ICR Phase I Organic HAP and CO Suspension Burner

Dy Biomass1GATempleInlandThomson BW-B001 ICR Phase II - VoluntaryAdditional CO Data Suspension Burner

Dy Biomass1GATempleInlandThomson BW-B001 ICR Phase II - CommentsAdditional CO from Test Report Suspension Burner

Dy Biomass1GATempleInlandThomson BW-B001 ICR Phase I Organic HAP and CO (2)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 15.372679332.732591864 3 2ET /Wood: Plywood, Particleboard (containing glues or resins)/ CO 18.340641812.909119461 3 2ET /Wood: Plywood, Particleboard (containing glues or resins)/ CO 376.60093755.931186105 3 2ET /Natural gas/Plywood Sander Dust/ CO 1543.4697597.341788251 3 2ET /Wood: Plywood, Particleboard (containing glues or resins)//Wood: Plywood, Particleboard (containing glues or resins)/ /Wood: Plywood, Particleboard (containing glues or resins)/

/Wood: Plywood, Particleboard (containing glues or resins)/**Appendix E-2d (iii): Biomass Suspension Burner CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 2016.4438 387.71376

9.83599E-06 -5=f(a) 32994.003 3.91735E-05 1 -4.899 29847.379 8.23479E-05 2 -4.798 26917.599 0.000145032 3 -4.697 24195.004 0.000234797 4 -4.596 21670.146 0.000361547 5 -4.495 19333.784 0.000537957 6 -4.394 17176.889 0.000779882 7 -4.293 15190.64 0.001106628 8 -4.192 13366.426 0.001541026 9 -4.091 11695.847 0.002109145 10 -3.99 10170.71 0.0028395 11 -3.889 8783.0319 0.003761582 12 -3.788 7525.0413 0.004903528 13 -3.687 6389.1742 0.006288785 14 -3.586 5368.0769 0.007931647 15 -3.485 4454.6051 0.009831679 16 -3.384 3641.824 0.011967141 17 -3.283 2923.0083 0.014287729 18 -3.182 2291.6424 0.016707165 19 -3.081 1741.4201 0.019096391 20 -2.98 1266.2445 0.021278379 21 -2.879 860.2287 0.023025733 22 -2.778 517.69489 0.024062372 23 -2.677 233.17498 0.024070546 24 -2.576 1.4103625 0.025436848 25 -2.475 -182.6481 0.028531482 26 -2.374 -323.8398 0.033688704 27 -2.273 -426.795 0.041189506 28 -2.172 -495.9342 0.051223512 29 -2.071 -535.4683 0.063849199 30 -1.97 -549.3989 0.078956139 31 -1.869 -541.5179 0.096233636 32 -1.768 -515.4077 0.11515047 33 -1.667 -474.4414 0.134950229 34 -1.566 -421.7822 0.15466596 35 -1.465 -360.3842 0.173156417 36 -1.364 -292.9916 0.189164269 37 -1.263 -222.1394 0.201394251 38 -1.162 -150.1529 0.208606745 39 -1.061 -79.14777 0.209719921 40 -0.96 -11.03044 0.215528151 41 -0.859 52.502339 0.228728241 42 -0.758 109.96333 0.249367093 43 -0.657 160.07479 0.277025003 44 -0.556 201.76851

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.310808114 45 -0.455 234.1858

0.349379899 46 -0.354 256.67748 0.391031354 47 -0.253 268.8039 0.433785592 48 -0.152 270.33492 0.475528756 49 -0.051 261.24993 0.514156179 50 0.05 241.73783 0.547720831 51 0.151 212.19705 0.574570642 52 0.252 173.23553 0.593462281 53 0.353 125.67073 0.603641353 54 0.454 70.529647 0.604882425 55 0.555 9.0487755 0.612278448 56 0.656 -57.32586 0.627527824 57 0.757 -126.9387 0.649442652 58 0.858 -197.9247 0.676535935 59 0.959 -268.2093 0.707142226 60 1.06 -335.5084 0.739542309 61 1.161 -397.3283 0.772080951 62 1.262 -450.9659 0.803268357 63 1.363 -493.5085 0.831858452 64 1.464 -521.8341 0.856900016 65 1.565 -532.6107 0.877759689 66 1.666 -522.2974 0.894118592 67 1.767 -487.1432 0.905946515 68 1.868 -423.188 0.913459092 69 1.969 -326.2619 0.917064119 70 2.07 -191.9857 0.91730316 71 2.171 -15.77047 0.919812361 72 2.272 207.18201 0.924428176 73 2.373 481.87966 0.93052895 74 2.474 813.53985 0.937546595 75 2.575 1207.5895 0.944989408 76 2.676 1669.665 0.952454626 77 2.777 2205.6122 0.959632017 78 2.878 2821.4868 0.966300307 79 2.979 3523.5535 0.972318414 80 3.08 4318.287 0.977613442 81 3.181 5212.3713 0.982167176 82 3.282 6212.6998 0.986002486 83 3.383 7326.3757 0.989170704 84 3.484 8560.7115 0.991740637 85 3.585 9923.2293 0.993789588 86 3.686 11421.661 0.995396454 87 3.787 13063.947 0.996636807 88 3.888 14858.239 0.997579702 89 3.989 16812.896 0.99828591 90 4.09 18936.488 0.998807255 91 4.191 21237.796 0.999186734 92 4.292 23725.806 0.999459163 93 4.393 26409.718 0.999652108 94 4.494 29298.939 0.99978695 95 4.595 32403.086 0.999879961 96 4.696 35731.9880.999943292 97 4.797 39295.678

0.999985868 98 4.898 43104.405

1 99 4.999 47168.622distribution of Z Normal distribution

1.48672E-06 0.049052829 2.45094E-06 0.073154129 3.9995E-06 0.107657011 6.46025E-06 0.1563057 1.03291E-05 0.223832849 1.63472E-05 0.316054144 2.56093E-05 0.439887413 3.97118E-05 0.603247134 6.09553E-05 0.814753883 9.26132E-05 1.083189632 0.000139285 1.416627034 0.000207351 1.821167752 0.000305546 2.299245538 0.000445674 2.8474882 0.000643469 3.454191665 0.000919619 4.096539745 0.001300942 4.737802349 0.001821704 5.324855513 0.002525035 5.786476291 0.003464389 6.032956278 0.004704958 5.957626793 0.006324913 5.440871528 0.008416337 4.357094893 0.011085658 2.584898227 0.014453386 0.020384515 0.018652949 -3.406924839 0.023828414 -7.716589943 0.030130931 -12.85973207 0.03771375 -18.70353842 0.046725789 -25.02017957 0.057303789 -31.48263708 0.069563239 -37.66973562 0.083588399 -43.08210497 0.099421884 -47.16985331 0.117054396 -49.37146309 0.136415346 -49.16193434 0.157365126 -46.10666626 0.179689839 -39.91619589 0.203099244 -30.4959311 0.227228529 -17.98463023 0.251644341 -2.775748565 0.275855243 14.4830456 0.299326439 32.91493164 0.321498297 51.46377299 0.341807853 68.96606289 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 84.23948884 0.37471238 96.18023103 0.386376486 103.8595069 0.394360216 106.6093382 0.398423793 104.088188 0.398443914 96.31896727 0.394419966 83.69475247 0.386474058 66.95103721 0.374844865 47.10702862 0.359875719 25.38190746 0.34199778 3.094661145 0.32170943 -18.44226944 0.299553264 -38.02490599 0.276092166 -54.64546597 0.25188591 -67.55814594 0.227469632 -76.31796468 0.203335281 -80.79085557 0.17991684 -81.13635683 0.157579839 -77.76699651 0.136615273 -71.2905025 0.117237788 -62.4421053 0.099587708 -52.01439781 0.083736272 -40.79155487 0.069693339 -29.4933814 0.05741676 -18.73289964 0.046822635 -8.989274162 0.037795734 -0.596056467 0.030199481 6.256789366 0.023885038 11.50971409 0.018699163 15.21251392 0.014490659 17.49876743 0.011115369 18.55894209 0.008439746 18.61480765 0.006343145 17.89710049 0.004718997 16.62763807 0.003475077 15.00638162 0.002533081 13.20335734 0.001827693 11.3549106 0.001305351 9.5634945 0.000922829 7.900073424 0.00064578 6.408227119 0.00044732 5.109136297 0.000306705 4.006782483 0.000208159 3.092869343 0.000139842 2.351145021 9.29928E-05 1.760957005 6.12113E-05 1.2999927 3.98826E-05 0.946246717 2.5722E-05 0.679311348 1.64209E-05 0.481114516 1.03767E-05 0.33623597 6.49066E-06 0.2319241374.01874E-06 0.157918973 2.46298E-06 0.106165077 1.49417E-06 0.070477986Absolute values

0.049052829 0.002477168 0.073154129 0.007388567 0.107657011 0.010873358 0.1563057 0.015786876 0.223832849 0.022607118 0.316054144 0.031921469 0.439887413 0.044428629 0.603247134 0.06092796 0.814753883 0.082290142 1.083189632 0.109402153 1.416627034 0.14307933 1.821167752 0.183937943 2.299245538 0.232223799 2.8474882 0.287596308 3.454191665 0.348873358 4.096539745 0.413750514 4.737802349 0.478518037 5.324855513 0.537810407 5.786476291 0.584434105 6.032956278 0.609328584 5.957626793 0.601720306 5.440871528 0.549528024 4.357094893 0.440066584 2.584898227 0.261074721 0.020384515 0.002058836 3.406924839 0.344099409 7.716589943 0.779375584 12.85973207 1.298832939 18.70353842 1.889057381 25.02017957 2.527038137 31.48263708 3.179746345 37.66973562 3.804643297 43.08210497 4.351292602 47.16985331 4.764155185 49.37146309 4.986517772 49.16193434 4.965355369 46.10666626 4.656773292 39.91619589 4.031535785 30.4959311 3.080089041 17.98463023 1.816447653 2.775748565 0.280350605 14.4830456 1.462787605 32.91493164 3.324408095 51.46377299 5.197841072 68.96606289 6.965572352 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 84.23948884 8.508188373 96.18023103 9.714203334 103.8595069 10.4898102 106.6093382 10.76754316 104.088188 10.51290699 96.31896727 9.728215694 83.69475247 8.45317 66.95103721 6.762054758 47.10702862 4.757809891 25.38190746 2.563572653 3.094661145 0.312560776 18.44226944 1.862669213 38.02490599 3.840515505 54.64546597 5.519192063 67.55814594 6.82337274 76.31796468 7.708114433 80.79085557 8.159876413 81.13635683 8.19477204 77.76699651 7.854466648 71.2905025 7.200340753 62.4421053 6.306652635 52.01439781 5.253454178 40.79155487 4.119947042 29.4933814 2.978831521 18.73289964 1.892022863 8.989274162 0.90791669 0.596056467 0.060201703 6.256789366 0.631935726 11.50971409 1.162481123 15.21251392 1.536463906 17.49876743 1.76737551 18.55894209 1.874453151 18.61480765 1.880095572 17.89710049 1.807607149 16.62763807 1.679391445 15.00638162 1.515644543 13.20335734 1.333539091 11.3549106 1.146845971 9.5634945 0.965912945 7.900073424 0.797907416 6.408227119 0.647230939 5.109136297 0.516022766 4.006782483 0.404685031 3.092869343 0.312379804 2.351145021 0.237465647 1.760957005 0.177856658 1.2999927 0.131299263 0.946246717 0.095570918 0.679311348 0.068610446 0.481114516 0.048592566 0.33623597 0.033959833 0.231924137 0.0234243380.157918973 0.015949816 0.106165077 0.010722673 0.070477986 0.003559138Cumulative normalization

0.002477168 9.83599E-06 0.009865735 3.91735E-05 0.020739093 8.23479E-05 0.036525969 0.000145032 0.059133086 0.000234797 0.091054555 0.000361547 0.135483184 0.000537957 0.196411144 0.000779882 0.278701286 0.001106628 0.388103439 0.001541026 0.53118277 0.002109145 0.715120713 0.0028395 0.947344512 0.003761582 1.23494082 0.004903528 1.583814178 0.006288785 1.997564692 0.007931647 2.47608273 0.009831679 3.013893137 0.011967141 3.598327242 0.014287729 4.207655826 0.016707165 4.809376132 0.019096391 5.358904156 0.021278379 5.798970741 0.023025733 6.060045462 0.024062372 6.062104298 0.024070546 6.406203706 0.025436848 7.185579291 0.028531482 8.48441223 0.033688704 10.37346961 0.041189506 12.90050775 0.051223512 16.08025409 0.063849199 19.88489739 0.078956139 24.23618999 0.096233636 29.00034518 0.11515047 33.98686295 0.134950229 38.95221832 0.15466596 43.60899161 0.173156417 47.64052739 0.189164269 50.72061643 0.201394251 52.53706409 0.208606745 52.81741469 0.209719921 54.2802023 0.215528151 57.60461039 0.228728241 62.80245147 0.249367093 69.76802382 0.277025003 

### ( )2 () ()

i 

### f a f xf b         

# 78.27621219 0.310808114 87.99041552 0.349379899 98.48022572 0.391031354 109.2477689 0.433785592 119.7606759 0.475528756 129.4888916 0.514156179 137.9420616 0.547720831 144.7041163 0.574570642 149.4619262 0.593462281 152.0254989 0.603641353 152.3380596 0.604882425 154.2007289 0.612278448 158.0412444 0.627527824 163.5604364 0.649442652 170.3838092 0.676535935 178.0919236 0.707142226 186.2518 0.739542309 194.446572 0.772080951 202.3010387 0.803268357 209.5013794 0.831858452 215.8080321 0.856900016 221.0614863 0.877759689 225.1814333 0.894118592 228.1602648 0.905946515 230.0522877 0.913459092 230.9602044 0.917064119 231.0204061 0.91730316 231.6523418 0.919812361 232.8148229 0.924428176 234.3512868 0.93052895 236.1186623 0.937546595 237.9931155 0.944989408 239.8732111 0.952454626 241.6808182 0.959632017 243.3602097 0.966300307 244.8758542 0.972318414 246.2093933 0.977613442 247.3562393 0.982167176 248.3221522 0.986002486 249.1200596 0.989170704 249.7672906 0.991740637 250.2833133 0.993789588 250.6879984 0.995396454 251.0003782 0.996636807 251.2378438 0.997579702 251.4157005 0.99828591 251.5469997 0.998807255 251.6425707 0.999186734 251.7111811 0.999459163 251.7597737 0.999652108 251.7937335 0.99978695 251.8171578 0.999879961251.8331077 0.999943292 251.8438303 0.999985868 251.8473895 1

12211.54**Appendix E-2e (i): Biomass Suspension/Grate CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Yes Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Yes Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 2FLUSSugarCorpUnitID Data Source Source Tab Pollutant Data Type Boiler No. 7 ICR Phase I Organic HAP and CO 010501 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010501 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010501 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010506 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010506 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010506 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010902 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010902 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 010902 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 012408 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 012408 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 012408 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 012507 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 012507 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 012507 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 013100 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 013100 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 013100 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 020405 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 020405 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 020405 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 020899 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 020899 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 020899 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 111502 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 111502 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 111502 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 121799 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 121799 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 121799 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 123003 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 123003 CO ET Boiler No. 7 ICR Phase I Organic HAP and CO 123003 CO ET Boiler No. 7 ICR Phase I Organic HAP andCO 050305-050505 CO ET Boiler No. 7 ICR Phase I Organic HAP andCO 050305-050505 CO ET Boiler No. 7 ICR Phase I Organic HAP andCO 050305-050505 CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ET Boiler No. 7 ICR Phase II - Voluntary Additional CO Data CO ETRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" Sample #11/5/2001 181.4866004 5.201181824 0 Sample #21/5/2001 179.9699148 5.192789697 0 Sample #31/6/2001 179.5198399 5.190285731 0 Sample #11/5/2006 296.1497326 5.69086518 0 Sample #21/5/2006 341.1442623 5.832305444 0 Sample #31/5/2006 244.1911765 5.497951429 0 Sample #11/9/2002 422.4284717 6.046020135 0 Sample #21/9/2002 458.4625944 6.127878706 0 Sample #31/9/2002 836.0932145 6.728740108 0 Sample #11/24/2008 482.3492663 6.178668471 0 Sample #21/24/2008 468.398702 6.149319861 0 Sample #31/24/2008 638.5932203 6.459267664 0 Sample #11/25/2007 946.9137931 6.853208057 0 Sample #21/25/2007 307.026738 5.726934838 0 Sample #31/25/2007 147.0612245 4.990848993 0 Sample #11/31/2000 574.8129206 6.354044632 0 Sample #21/31/2000 816.4362018 6.704948773 0 Sample #31/31/2000 773.1491345 6.650471959 0 Sample #12/4/2005 194.7782101 5.271861527 0 Sample #22/4/2005 277.6941176 5.626520212 0 Sample #32/4/2005 140.9074074 4.94810299 0 Sample #12/8/1999 456.4842568 6.123554213 0 Sample #22/8/1999 493.8286479 6.20218859 0 Sample #32/8/1999 493.8286479 6.20218859 0 Sample #111/15/2002 543.7022161 6.2984017 0 Sample #211/15/2002 192.8629213 5.261979684 0 Sample #311/15/2002 193.4729709 5.265137817 0 Sample #112/17/1999 727.5 6.589613999 0 Sample #212/17/1999 168 5.123963979 0 Sample #312/17/1999 286.2223602 5.656768992 0 Sample #112/30/2003 1648.52459 7.407635979 0 Sample #212/30/2003 519.0321199 6.251965769 0 Sample #312/30/2003 478.6726768 6.171017017 0 Sample #15/3/2005 167.6207547 5.121704015 0 Sample #25/3/2005 286.8237624 5.658867959 0 Sample #35/5/2005 695.5813953 6.544748036 0 Sample #112/4/2008 370 5.913503006 0 Sample #111/20/2009 370 5.913503006 0 Sample #15/4/2005 681.307203 6.52401331 0 Sample #212/4/2008 370 5.913503006 0 Sample #211/20/2009 370 5.913503006 0 Sample #312/4/2008 370 5.913503006 0 Sample #311/20/2009 370 5.913503006 0**Appendix E-2e (ii): Biomass Suspension/Grate CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES YES YES Number of sources with test data 1 YES

n 43 YES n-1 42 YES YES YES YES YES YES

Average of natural log of test run values (μ) 5.937371719

Variance of natural log of

test runs (σ2) 0.325986157

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 11.75981152

Denominator for calculation of flatness of z distribution (β2z) 0.445590671

Flatness of z distribution

(β2z) 28.39151198

Skewness of z distribution

(√β1z) 1.213396066Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990818261 0.999288175 0.996041518 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 446.0204475

exp (2μ + σ2) 198934.2396

exp (σ2) - 1 0.38539619

(σ2/n) + [σ4/(2(n - 1))] 0.008846156

Square root term 495.8263051

Confidence Level 99% 99.9% 99.5%

UPL 1.02E+03 1.16E+03 1.07E+03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 2.07E+00 1.51E-01 **SE Skewness** 0.37 0.37 **Skewness Test** non-normal normal **Kurtosis =** 6.86E+00 -3.35E-01 **SE Kurtosis** 0.75 0.75 **Kurtosis Test** non-normal normal **Number of test runs =** 43 43**Appendix E-2e (ii): Biomass Suspension/Grate CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 010501 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 020405 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 010506 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 111502 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP andCO 050305-050505

Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 121799 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase II - VoluntaryAdditional CO Data Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 012507 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 020899 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 012408 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 010902 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 013100 Suspension/Grate

Wet Biomass2FLUSSugarCorp Boiler No. 7 ICR Phase I Organic HAP and CO 123003PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 180.32545175.194763283 3 2ET /Bagasse/ CO 204.45991175.320371926 3 2ET /Bagasse/ CO 293.82839055.682995891 3 2ET /Bagasse/ CO 310.01270285.736613273 3 2ET /Bagasse/ CO 383.34197085.948927465 3 2ET /Bagasse/Wood: Unadulterated Lumber/

CO 393.90745345.976115992 3 2ET /Bagasse/ CO 414.47245766.027006525 7 6ET /Bagasse/ CO 467.00058526.146330511 3 2ET /Bagasse/ CO 481.38051766.176658054 3 2ET /Bagasse/ CO 529.78039626.272462574 3 2ET /Bagasse/ CO 572.32809356.349712417 3 2ET /Bagasse/ CO 721.46608566.581285372 3 2ET /Bagasse/ CO 882.07646236.782278744 3 2ET /Bagasse/**Appendix E-2e (iii): Biomass Suspension/Grate CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 28.391512 1.2133961

1.14409E-05 -5=f(a) 484.46869 4.57333E-05 1 -4.899 440.42439 9.64672E-05 2 -4.798 399.29842 0.000170549 3 -4.697 360.96518 0.000277292 4 -4.596 325.30173 0.000429033 5 -4.495 292.18775 0.000641784 6 -4.394 261.50559 0.000935908 7 -4.293 233.14021 0.001336713 8 -4.192 206.97925 0.001874873 9 -4.091 182.91296 0.002586541 10 -3.99 160.83426 0.003512954 11 -3.889 140.63867 0.004699347 12 -3.788 122.22441 0.00619294 13 -3.687 105.49228 0.008039784 14 -3.586 90.345784 0.010280294 15 -3.485 76.69102 0.012943385 16 -3.384 64.436751 0.016039238 17 -3.283 53.494377 0.019550935 18 -3.182 43.777942 0.023425426 19 -3.081 35.20413 0.027564552 20 -2.98 27.692268 0.031817141 21 -2.879 21.164327 0.035973432 22 -2.778 15.544917 0.039763267 23 -2.677 10.761293 0.042859545 24 -2.576 6.7433521 0.044888297 25 -2.475 3.4236316 0.045446434 26 -2.374 0.7373128 0.046765259 27 -2.273 -1.377781 0.050337026 28 -2.172 -2.981185 0.056467291 29 -2.071 -4.129792 0.065347154 30 -1.97 -4.877851 0.077008774 31 -1.869 -5.276971 0.091284857 32 -1.768 -5.376116 0.107777148 33 -1.667 -5.221612 0.125839013 34 -1.566 -4.857138 0.144576729 35 -1.465 -4.323734 0.162872886 36 -1.364 -3.659797 0.179433547 37 -1.263 -2.90108 0.192858461 38 -1.162 -2.080697 0.201731048 39 -1.061 -1.229116 0.204722254 40 -0.96 -0.374166 0.208744397 41 -0.859 0.4589674 0.220609301 42 -0.758 1.2477419 0.24075287 43 -0.657 1.9722562 0.269151013 44 -0.556 2.6152517

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.305285908 45 -0.455 3.1621119

0.34815053 46 -0.354 3.6008626 0.396293372 47 -0.253 3.922172 0.447901277 48 -0.152 4.1193503 0.500914309 49 -0.051 4.1883501 0.553163155 50 0.05 4.1277663 0.602517023 51 0.151 3.9388359 0.647028835 52 0.252 3.6254384 0.685064746 53 0.353 3.1940951 0.71540666 54 0.454 2.6539701 0.737319339 55 0.555 2.0168694 0.750577368 56 0.656 1.2972413 0.755451396 57 0.757 0.5121764 0.758245766 58 0.858 -0.318592 0.767629627 59 0.959 -1.17269 0.782263664 60 1.06 -2.025099 0.800661706 61 1.161 -2.84816 0.821304214 62 1.262 -3.611572 0.842742061 63 1.363 -4.282389 0.863682862 64 1.464 -4.825026 0.883054665 65 1.565 -5.201254 0.900044562 66 1.666 -5.370202 0.914112447 67 1.767 -5.288357 0.924982423 68 1.868 -4.909564 0.932616054 69 1.969 -4.185025 0.937172643 70 2.07 -3.0633 0.938962067 71 2.171 -1.490308 0.939528754 72 2.272 0.5906764 0.941986483 73 2.373 3.2390197 0.945857689 74 2.474 6.5167305 0.950685989 75 2.575 10.48846 0.956060956 76 2.676 15.221502 0.961633973 77 2.777 20.785791 0.967125939 78 2.878 27.253906 0.972328137 79 2.979 34.701066 0.977097872 80 3.08 43.205135 0.981350532 81 3.181 52.846616 0.985049633 82 3.282 63.708656 0.988196166 83 3.383 75.877046 0.990818261 84 3.484 89.440215 0.992961896 85 3.585 104.48924 0.994683054 86 3.686 121.11783 0.996041518 87 3.787 139.42235 0.997096279 88 3.888 159.5018 0.997902413 89 3.989 181.45781 0.998509195 90 4.09 205.39469 0.998959209 91 4.191 231.41934 0.999288175 92 4.292 259.64135 0.999525289 93 4.393 290.17292 0.999693854 94 4.494 323.12891 0.999812075 95 4.595 358.62681 0.999893891 96 4.696 396.786770.999949776 97 4.797 437.73155

0.999987457 98 4.898 481.5866

1 99 4.999 528.47996distribution of Z Normal distribution

1.48672E-06 0.000720269 2.45094E-06 0.001079454 3.9995E-06 0.001596995 6.46025E-06 0.002331924 1.03291E-05 0.00336007 1.63472E-05 0.004776465 2.56093E-05 0.006696965 3.97118E-05 0.00925841 6.09553E-05 0.012616472 9.26132E-05 0.016940152 0.000139285 0.022401796 0.000207351 0.029161526 0.000305546 0.037345166 0.000445674 0.047015158 0.000643469 0.058134721 0.000919619 0.070526524 0.001300942 0.083828486 0.001821704 0.097450913 0.002525035 0.110540816 0.003464389 0.121960795 0.004704958 0.130290945 0.006324913 0.13386252 0.008416337 0.130831267 0.011085658 0.119296024 0.014453386 0.097464274 0.018652949 0.063860825 0.023828414 0.017568995 0.030130931 -0.041513833 0.03771375 -0.11243168 0.046725789 -0.192967785 0.057303789 -0.279519343 0.069563239 -0.367083164 0.083588399 -0.449380968 0.099421884 -0.519142494 0.117054396 -0.568549383 0.136415346 -0.589823718 0.157365126 -0.575924399 0.179689839 -0.521294655 0.203099244 -0.422587947 0.227228529 -0.279290281 0.251644341 -0.094156855 0.275855243 0.126608562 0.299326439 0.373482143 0.321498297 0.634077024 0.341807853 0.893913573 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.137450202 0.37471238 1.349287804 0.386376486 1.515435022 0.394360216 1.624507861 0.398423793 1.668738333 0.398443914 1.644683358 0.394419966 1.553555536 0.386474058 1.401137874 0.374844865 1.197290161 0.359875719 0.955099408 0.34199778 0.689764859 0.32170943 0.417334761 0.299553264 0.153424118 0.276092166 -0.087960871 0.25188591 -0.295384116 0.227469632 -0.460648599 0.203335281 -0.579131507 0.17991684 -0.649782565 0.157579839 -0.674818153 0.136615273 -0.659172207 0.117237788 -0.60978347 0.099587708 -0.534806085 0.083736272 -0.442827298 0.069693339 -0.342163902 0.05741676 -0.240290578 0.046822635 -0.1434318 0.037795734 -0.056327289 0.030199481 0.017838121 0.023885038 0.077364109 0.018699163 0.121857405 0.014490659 0.151984701 0.011115369 0.169192609 0.008439746 0.175426803 0.006343145 0.172875484 0.004718997 0.163754223 0.003475077 0.150141187 0.002533081 0.133864745 0.001827693 0.116439892 0.001305351 0.099046205 0.000922829 0.08253803 0.00064578 0.067477103 0.00044732 0.054178417 0.000306705 0.042761581 0.000208159 0.033201662 0.000139842 0.025375381 9.29928E-05 0.019100226 6.12113E-05 0.014165475 3.98826E-05 0.010355171 2.5722E-05 0.007463834 1.64209E-05 0.005306063 1.03767E-05 0.00372135 6.49066E-06 0.0025754074.01874E-06 0.001759128 2.46298E-06 0.001186136 1.49417E-06 0.000789639Absolute values

0.000720269 3.63736E-05 0.001079454 0.000109025 0.001596995 0.000161297 0.002331924 0.000235524 0.00336007 0.000339367 0.004776465 0.000482423 0.006696965 0.000676393 0.00925841 0.000935099 0.012616472 0.001274264 0.016940152 0.001710955 0.022401796 0.002262581 0.029161526 0.002945314 0.037345166 0.003771862 0.047015158 0.004748531 0.058134721 0.005871607 0.070526524 0.007123179 0.083828486 0.008466677 0.097450913 0.009842542 0.110540816 0.011164622 0.121960795 0.01231804 0.130290945 0.013159385 0.13386252 0.013520115 0.130831267 0.013213958 0.119296024 0.012048898 0.097464274 0.009843892 0.063860825 0.006449943 0.017568995 0.001774468 0.041513833 0.004192897 0.11243168 0.0113556 0.192967785 0.019489746 0.279519343 0.028231454 0.367083164 0.0370754 0.449380968 0.045387478 0.519142494 0.052433392 0.568549383 0.057423488 0.589823718 0.059572196 0.575924399 0.058168364 0.521294655 0.05265076 0.422587947 0.042681383 0.279290281 0.028208318 0.094156855 0.009509842 0.126608562 0.012787465 0.373482143 0.037721696 0.634077024 0.064041779 0.893913573 0.090285271 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.137450202 0.11488247 1.349287804 0.136278068 1.515435022 0.153058937 1.624507861 0.164075294 1.668738333 0.168542572 1.644683358 0.166113019 1.553555536 0.156909109 1.401137874 0.141514925 1.197290161 0.120926306 0.955099408 0.09646504 0.689764859 0.069666251 0.417334761 0.042150811 0.153424118 0.015495836 0.087960871 0.008884048 0.295384116 0.029833796 0.460648599 0.046525509 0.579131507 0.058492282 0.649782565 0.065628039 0.674818153 0.068156633 0.659172207 0.066576393 0.60978347 0.06158813 0.534806085 0.054015415 0.442827298 0.044725557 0.342163902 0.034558554 0.240290578 0.024269348 0.1434318 0.014486612 0.056327289 0.005689056 0.017838121 0.00180165 0.077364109 0.007813775 0.121857405 0.012307598 0.151984701 0.015350455 0.169192609 0.017088453 0.175426803 0.017718107 0.172875484 0.017460424 0.163754223 0.016539177 0.150141187 0.01516426 0.133864745 0.013520339 0.116439892 0.011760429 0.099046205 0.010003667 0.08253803 0.008336341 0.067477103 0.006815187 0.054178417 0.00547202 0.042761581 0.00431892 0.033201662 0.003353368 0.025375381 0.002562913 0.019100226 0.001929123 0.014165475 0.001430713 0.010355171 0.001045872 0.007463834 0.000753847 0.005306063 0.000535912 0.00372135 0.000375856 0.002575407 0.0002601160.001759128 0.000177672 0.001186136 0.0001198 0.000789639 3.98768E-05Cumulative normalization

3.63736E-05 1.14409E-05 0.000145398 4.57333E-05 0.000306695 9.64672E-05 0.000542219 0.000170549 0.000881586 0.000277292 0.001364009 0.000429033 0.002040403 0.000641784 0.002975502 0.000935908 0.004249766 0.001336713 0.005960721 0.001874873 0.008223303 0.002586541 0.011168617 0.003512954 0.014940479 0.004699347 0.01968901 0.00619294 0.025560616 0.008039784 0.032683795 0.010280294 0.041150472 0.012943385 0.050993015 0.016039238 0.062157637 0.019550935 0.074475677 0.023425426 0.087635063 0.027564552 0.101155177 0.031817141 0.114369135 0.035973432 0.126418034 0.039763267 0.136261926 0.042859545 0.142711869 0.044888297 0.144486337 0.045446434 0.148679235 0.046765259 0.160034834 0.050337026 0.179524581 0.056467291 0.207756034 0.065347154 0.244831434 0.077008774 0.290218911 0.091284857 0.342652303 0.107777148 0.400075791 0.125839013 0.459647987 0.144576729 0.517816351 0.162872886 0.570467111 0.179433547 0.613148494 0.192858461 0.641356812 0.201731048 0.650866654 0.204722254 0.663654119 0.208744397 0.701375816 0.220609301 0.765417595 0.24075287 0.855702866 0.269151013 

### ( )2 () ()

i 

### f a f xf b         

# 0.970585336 0.305285908 1.106863405 0.34815053 1.259922342 0.396293372 1.423997636 0.447901277 1.592540207 0.500914309 1.758653227 0.553163155 1.915562336 0.602517023 2.057077261 0.647028835 2.178003567 0.685064746 2.274468607 0.71540666 2.344134858 0.737319339 2.386285669 0.750577368 2.401781505 0.755451396 2.410665553 0.758245766 2.440499349 0.767629627 2.487024857 0.782263664 2.545517139 0.800661706 2.611145178 0.821304214 2.679301812 0.842742061 2.745878205 0.863682862 2.807466335 0.883054665 2.86148175 0.900044562 2.906207307 0.914112447 2.940765861 0.924982423 2.965035209 0.932616054 2.979521821 0.937172643 2.985210877 0.938962067 2.987012528 0.939528754 2.994826303 0.941986483 3.007133901 0.945857689 3.022484355 0.950685989 3.039572809 0.956060956 3.057290916 0.961633973 3.07475134 0.967125939 3.091290516 0.972328137 3.106454776 0.977097872 3.119975115 0.981350532 3.131735545 0.985049633 3.141739211 0.988196166 3.150075552 0.990818261 3.15689074 0.992961896 3.16236276 0.994683054 3.166681679 0.996041518 3.170035047 0.997096279 3.172597961 0.997902413 3.174527083 0.998509195 3.175957796 0.998959209 3.177003669 0.999288175 3.177757516 0.999525289 3.178293428 0.999693854 3.178669285 0.999812075 3.178929401 0.9998938913.179107073 0.999949776 3.179226872 0.999987457 3.179266749 1

159.1930569**Appendix E-2f (i): Wet Biomass Stoker/Sloped Grate/Other CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Yes Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Yes Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Yes Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagola YES Wet Biomass Stoker/SlopedGrate/Other

no 1MILPCSagolaUnitID Data Source Source Tab Pollutant

TOH-Wood ICR Phase I Organic HAP and CO-TOH Wood CO TOH-Wood ICR Phase I Organic HAP and CO-TOH Wood CO TOH-Wood ICR Phase I Organic HAP and CO-TOH Wood CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (1) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (1) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (1) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (3) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (3) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (3) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (4) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (4) CO TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (4) COData

TypeRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" ET Sample #13/12/2008 51.80513113 3.947489201 0 ET Sample #23/12/2008 56.11860876 4.027467465 0 ET Sample #33/12/2008 95.95195355 4.563847582 0 ET Sample #13/30/2011 42.12676056 3.740683182 0 ET Sample #23/30/2011 93.46401407 4.537576486 0 ET Sample #33/30/2011 39.19155574 3.668461309 0 ET Sample #13/2/2005 644.9133708 6.469115999 0 ET Sample #23/2/2005 742.5140302 6.610041766 0 ET Sample #33/3/2005 318.5481495 5.763773639 0 ET Sample #43/3/2005 143.7443206 4.96803617 0 ET Sample #53/3/2005 204.3521758 5.319844857 0 ET Sample #63/3/2005 105.6446791 4.66008138 0 ET Sample #15/8/2002 54.08936968 3.990637673 0 ET Sample #2 5/8/2002 116.5354764 4.758195745 0 ET Sample #3 5/8/2002 283.1612823 5.646016637 0 ET Sample #1 4/4/2000 80.44889784 4.387622173 0 ET Sample #2 4/4/2000 197.1537619 5.283983941 0 ET Sample #3 4/4/2000 125.245675 4.830277208 0**Appendix E-2f (ii): Wet Biomass Stoker/Sloped Grate/Other CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES YES YES Number of sources with test data 1

n 18 n-1 17

Average of natural log of test run values (μ) 4.842952912

Variance of natural log of

test runs (σ2) 0.759083581

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 51.01998732

Denominator for calculation of flatness of z distribution (β2z) 3.873652803

Flatness of z distribution

(β2z) 15.17102743

Skewness of z distribution

(√β1z) 2.54567587Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990593145 0.999300673 0.996020872 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 185.3961158

exp (2μ + σ2) 34371.71975

exp (σ2) - 1 1.136317562

(σ2/n) + [σ4/(2(n - 1))] 0.059118601

Square root term 368.0484182

Confidence Level 99% 99.9% 99.5%

UPL 6.13E+02 7.12E+02 6.50E+02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 2.04E+00 6.33E-01 **SE Skewness** 0.58 0.58 **Skewness Test** non-normal normal **Kurtosis =** 3.59E+00 -2.64E-01 **SE Kurtosis** 1.15 1.15 **Kurtosis Test** non-normal normal **Number of test runs =** 18 18**Appendix E-2f (ii): Wet Biomass Stoker/Sloped Grate/Other CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Stoker/SlopedGrate/Other

Wet Biomass1MILPCSagola TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (1) Stoker/SlopedGrate/Other

Wet Biomass1MILPCSagola TOH-Wood ICR Phase I Organic HAP and CO-TOH Wood Stoker/SlopedGrate/Other

Wet Biomass1MILPCSagola TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (4) Stoker/SlopedGrate/Other

Wet Biomass1MILPCSagola TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (3) Stoker/SlopedGrate/Other

Wet Biomass1MILPCSagola TOH-Wood ICR Phase II - Test Report Additional CO from Test Report (2)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 58.260776794.064929085 3 2ET /Wood: Bark/ CO 67.958564484.218898174 3 2ET /Wood: Bark/ CO 134.28277824.899947862 3 2ET /Wood: Bark/ CO 151.26204285.019013715 3 2ET /Wood: Bark/ CO 359.95278775.885972877 6 5ET /Wood: Bark/**Appendix E-2f (iii): Wet Biomass Stoker/Sloped Grate/Other CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 15.171027 2.5456759

8.1806E-06 -5=f(a) 196.73557 3.2578E-05 1 -4.899 177.9543 6.84796E-05 2 -4.798 160.47374 0.000120602 3 -4.697 144.23569 0.000195242 4 -4.596 129.18326 0.000300639 5 -4.495 115.2608 0.000447349 6 -4.394 102.41393 0.000648583 7 -4.293 90.58955 0.000920457 8 -4.192 79.735805 0.00128207 9 -4.091 69.802121 0.001755305 10 -3.99 60.739188 0.002364224 11 -3.889 52.498961 0.003133933 12 -3.788 45.034662 0.004088767 13 -3.687 38.300781 0.005249687 14 -3.586 32.253072 0.006630809 15 -3.485 26.848557 0.008235095 16 -3.384 22.045525 0.010049303 17 -3.283 17.80353 0.0120385 18 -3.182 14.083393 0.014140572 19 -3.081 10.847203 0.016261389 20 -2.98 8.0583133 0.018271449 21 -2.879 5.6813455 0.020004982 22 -2.778 3.6821867 0.021262548 23 -2.677 2.0279909 0.021818122 24 -2.576 0.6871785 0.022204768 25 -2.475 -0.370564 0.023769971 26 -2.374 -1.174282 0.026722468 27 -2.273 -1.751756 0.03121489 28 -2.172 -2.1295 0.037312084 29 -2.071 -2.33276 0.044958698 30 -1.97 -2.385518 0.053949249 31 -1.869 -2.310486 0.063904398 32 -1.768 -2.129112 0.074257401 33 -1.667 -1.861577 0.084254456 34 -1.566 -1.526796 0.092971933 35 -1.465 -1.142416 0.099352234 36 -1.364 -0.724819 0.102258282 37 -1.263 -0.289119 0.103971912 38 -1.162 0.1508362 0.111375376 39 -1.061 0.5824637 0.125373597 40 -0.96 0.9944488 0.146617645 41 -0.859 1.3767428 0.175426038 42 -0.758 1.7205635 0.211724494 43 -0.657 2.0183954 0.255011708 44 -0.556 2.2639892

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.304356697 45 -0.455 2.4523625

0.358430532 46 -0.354 2.5797991 0.415571902 47 -0.253 2.6438495 0.473882545 48 -0.152 2.6433307 0.531345288 49 -0.051 2.5783261 0.585954947 50 0.05 2.4501858 0.635850724 51 0.151 2.2615264 0.679438414 52 0.252 2.0162309 0.715491635 53 0.353 1.7194489 0.743223418 54 0.454 1.3775964 0.762322481 55 0.555 0.9983562 0.772952092 56 0.656 0.5906774 0.775713116 57 0.757 0.1647756 0.779850029 58 0.858 -0.267867 0.789635468 59 0.959 -0.694502 0.803646125 60 1.06 -1.101113 0.820393528 61 1.161 -1.472419 0.838427116 62 1.262 -1.791872 0.856423563 63 1.363 -2.041657 0.873256368 64 1.464 -2.202693 0.888042223 65 1.565 -2.254632 0.900163255 66 1.666 -2.175858 0.909266574 67 1.767 -1.943493 0.915244443 68 1.868 -1.533387 0.918199664 69 1.969 -0.920128 0.918401427 70 2.07 -0.077034 0.920566031 71 2.171 1.0238412 0.924640097 72 2.272 2.4117111 0.930140771 73 2.373 4.1170558 0.936596194 74 2.474 6.1716219 0.943573937 75 2.575 8.6084225 0.950700458 76 2.676 11.461737 0.95767199 77 2.777 14.767112 0.964257928 78 2.878 18.561359 0.970298215 79 2.979 22.882559 0.975696359 80 3.08 27.770056 0.980409742 81 3.181 33.264463 0.984438649 82 3.282 39.407659 0.987815211 83 3.383 46.242788 0.990593145 84 3.484 53.814263 0.992838853 85 3.585 62.167762 0.994624176 86 3.686 71.350229 0.996020872 87 3.787 81.409877 0.997096721 88 3.888 92.396182 0.997913066 89 3.989 104.35989 0.998523511 90 4.09 117.35301 0.998973525 91 4.191 131.42882 0.999300673 92 4.292 146.64187 0.999535271 93 4.393 163.04796 0.999701255 94 4.494 180.70417 0.999817152 95 4.595 199.66885 0.999897028 96 4.696 220.00160.999951376 97 4.797 241.76331

0.999987888 98 4.898 265.01611

1 99 4.999 289.82342distribution of Z Normal distribution

1.48672E-06 0.000292491 2.45094E-06 0.000436155 3.9995E-06 0.000641815 6.46025E-06 0.000931798 1.03291E-05 0.001334345 1.63472E-05 0.001884197 2.56093E-05 0.002622745 3.97118E-05 0.003597471 6.09553E-05 0.004860316 9.26132E-05 0.006464597 0.000139285 0.008460056 0.000207351 0.010885696 0.000305546 0.013760157 0.000445674 0.017069658 0.000643469 0.020753855 0.000919619 0.024690445 0.001300942 0.028679953 0.001821704 0.032432758 0.002525035 0.035561054 0.003464389 0.037578929 0.004704958 0.037914022 0.006324913 0.035934015 0.008416337 0.030990526 0.011085658 0.022481614 0.014453386 0.009932056 0.018652949 -0.006912103 0.023828414 -0.027981272 0.030130931 -0.052782039 0.03771375 -0.080311425 0.046725789 -0.109000063 0.057303789 -0.136699193 0.069563239 -0.160724866 0.083588399 -0.177969066 0.099421884 -0.185081536 0.117054396 -0.178718213 0.136415346 -0.155843111 0.157365126 -0.114061198 0.179689839 -0.051951665 0.203099244 0.030634716 0.227228529 0.13235237 0.251644341 0.250247411 0.275855243 0.379781714 0.299326439 0.51501015 0.321498297 0.648910672 0.341807853 0.773849293 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.882144682 0.37471238 0.966682653 0.386376486 1.02152127 0.394360216 1.042424448 0.398423793 1.027266466 0.398443914 0.976261638 0.394419966 0.891991175 0.386474058 0.779220938 0.374844865 0.644526577 0.359875719 0.495763503 0.34199778 0.341435608 0.32170943 0.190026481 0.299553264 0.049359066 0.276092166 -0.073955964 0.25188591 -0.174935144 0.227469632 -0.250469739 0.203335281 -0.299394783 0.17991684 -0.322388018 0.157579839 -0.321724054 0.136615273 -0.300921524 0.117237788 -0.264328019 0.099587708 -0.216688753 0.083736272 -0.162740837 0.069693339 -0.106866869 0.05741676 -0.05283075 0.046822635 -0.00360693 0.037795734 0.03869683 0.030199481 0.072832424 0.023885038 0.098336036 0.018699163 0.115404163 0.014490659 0.124741717 0.011115369 0.127401438 0.008439746 0.124630678 0.006343145 0.1177374 0.004718997 0.107982724 0.003475077 0.096503094 0.002533081 0.084261571 0.001827693 0.072025119 0.001305351 0.060363086 0.000922829 0.049661366 0.00064578 0.040146723 0.00044732 0.031916378 0.000306705 0.024968845 0.000208159 0.019233055 0.000139842 0.014593871 9.29928E-05 0.010912985 6.12113E-05 0.008044927 3.98826E-05 0.005848458 2.5722E-05 0.004193923 1.64209E-05 0.002967322 1.03767E-05 0.002071897 6.49066E-06 0.0014279554.01874E-06 0.000971583 2.46298E-06 0.000652728 1.49417E-06 0.000433046Absolute values

0.000292491 1.47708E-05 0.000436155 4.40517E-05 0.000641815 6.48233E-05 0.000931798 9.41116E-05 0.001334345 0.000134769 0.001884197 0.000190304 0.002622745 0.000264897 0.003597471 0.000363345 0.004860316 0.000490892 0.006464597 0.000652924 0.008460056 0.000854466 0.010885696 0.001099455 0.013760157 0.001389776 0.017069658 0.001724036 0.020753855 0.002096139 0.024690445 0.002493735 0.028679953 0.002896675 0.032432758 0.003275709 0.035561054 0.003591666 0.037578929 0.003795472 0.037914022 0.003829316 0.035934015 0.003629335 0.030990526 0.003130043 0.022481614 0.002270643 0.009932056 0.001003138 0.006912103 0.000698122 0.027981272 0.002826108 0.052782039 0.005330986 0.080311425 0.008111454 0.109000063 0.011009006 0.136699193 0.013806619 0.160724866 0.016233211 0.177969066 0.017974876 0.185081536 0.018693235 0.178718213 0.01805054 0.155843111 0.015740154 0.114061198 0.011520181 0.051951665 0.005247118 0.030634716 0.003094106 0.13235237 0.013367589 0.250247411 0.025274988 0.379781714 0.038357953 0.51501015 0.052016025 0.648910672 0.065539978 0.773849293 0.078158779 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.882144682 0.089096613 0.966682653 0.097634948 1.02152127 0.103173648 1.042424448 0.105284869 1.027266466 0.103753913 0.976261638 0.098602425 0.891991175 0.090091109 0.779220938 0.078701315 0.644526577 0.065097184 0.495763503 0.050072114 0.341435608 0.034484996 0.190026481 0.019192675 0.049359066 0.004985266 0.073955964 0.007469552 0.174935144 0.01766845 0.250469739 0.025297444 0.299394783 0.030238873 0.322388018 0.03256119 0.321724054 0.032494129 0.300921524 0.030393074 0.264328019 0.02669713 0.216688753 0.021885564 0.162740837 0.016436825 0.106866869 0.010793554 0.05283075 0.005335906 0.00360693 0.0003643 0.03869683 0.00390838 0.072832424 0.007356075 0.098336036 0.00993194 0.115404163 0.01165582 0.124741717 0.012598913 0.127401438 0.012867545 0.124630678 0.012587698 0.1177374 0.011891477 0.107982724 0.010906255 0.096503094 0.009746812 0.084261571 0.008510419 0.072025119 0.007274537 0.060363086 0.006096672 0.049661366 0.005015798 0.040146723 0.004054819 0.031916378 0.003223554 0.024968845 0.002521853 0.019233055 0.001942539 0.014593871 0.001473981 0.010912985 0.001102211 0.008044927 0.000812538 0.005848458 0.000590694 0.004193923 0.000423586 0.002967322 0.0002997 0.002071897 0.000209262 0.001427955 0.0001442230.000971583 9.81299E-05 0.000652728 6.59255E-05 0.000433046 2.18688E-05Cumulative normalization

1.47708E-05 8.1806E-06 5.88225E-05 3.2578E-05 0.000123646 6.84796E-05 0.000217757 0.000120602 0.000352526 0.000195242 0.00054283 0.000300639 0.000807727 0.000447349 0.001171072 0.000648583 0.001661964 0.000920457 0.002314888 0.00128207 0.003169354 0.001755305 0.004268809 0.002364224 0.005658585 0.003133933 0.00738262 0.004088767 0.00947876 0.005249687 0.011972495 0.006630809 0.01486917 0.008235095 0.018144879 0.010049303 0.021736545 0.0120385 0.025532017 0.014140572 0.029361333 0.016261389 0.032990669 0.018271449 0.036120712 0.020004982 0.038391355 0.021262548 0.039394492 0.021818122 0.040092615 0.022204768 0.042918723 0.023769971 0.048249709 0.026722468 0.056361163 0.03121489 0.067370169 0.037312084 0.081176788 0.044958698 0.097409999 0.053949249 0.115384875 0.063904398 0.13407811 0.074257401 0.15212865 0.084254456 0.167868804 0.092971933 0.179388985 0.099352234 0.184636103 0.102258282 0.187730209 0.103971912 0.201097799 0.111375376 0.226372787 0.125373597 0.26473074 0.146617645 0.316746766 0.175426038 0.382286744 0.211724494 0.460445522 0.255011708 

### ( )2 () ()

i 

### f a f xf b         

# 0.549542135 0.304356697 0.647177083 0.358430532 0.750350731 0.415571902 0.8556356 0.473882545 0.959389513 0.531345288 1.057991939 0.585954947 1.148083048 0.635850724 1.226784362 0.679438414 1.291881547 0.715491635 1.34195366 0.743223418 1.376438657 0.762322481 1.395631331 0.772952092 1.400616597 0.775713116 1.408086149 0.779850029 1.425754599 0.789635468 1.451052043 0.803646125 1.481290916 0.820393528 1.513852106 0.838427116 1.546346235 0.856423563 1.576739309 0.873256368 1.603436439 0.888042223 1.625322003 0.900163255 1.641758828 0.909266574 1.652552381 0.915244443 1.657888287 0.918199664 1.658252587 0.918401427 1.662160967 0.920566031 1.669517042 0.924640097 1.679448981 0.930140771 1.691104802 0.936596194 1.703703715 0.943573937 1.71657126 0.950700458 1.729158959 0.95767199 1.741050436 0.964257928 1.751956691 0.970298215 1.761703504 0.975696359 1.770213922 0.980409742 1.777488459 0.984438649 1.783585131 0.987815211 1.788600929 0.990593145 1.792655748 0.992838853 1.795879302 0.994624176 1.798401156 0.996020872 1.800343694 0.997096721 1.801817675 0.997913066 1.802919887 0.998523511 1.803732424 0.998973525 1.804323118 0.999300673 1.804746705 0.999535271 1.805046404 0.999701255 1.805255666 0.999817152 1.805399889 0.9998970281.805498019 0.999951376 1.805563945 0.999987888 1.805585814 1

89.21945539**Appendix E-2g (i): Dry Biomass Stoker/Sloped Grate/Other CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass Stoker/SlopedGrate/Other

no 1WVAmericanWoodmark YES Yes Dry Biomass Stoker/SlopedGrate/Other

no 1WVAmericanWoodmark YES Yes Dry Biomass Stoker/SlopedGrate/Other

no 1WVAmericanWoodmarkUnitID Data Source Source Tab Pollutant Data TypeRun Number B1 ICR Phase II - Voluntary Additional CO from Test Report CO ET Sample #1 B1 ICR Phase II - Voluntary Additional CO from Test Report CO ET Sample #2 B1 ICR Phase II - Voluntary Additional CO from Test Report CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 3/23/2005 292.6973983 5.679139305 0 3/23/2005 200.7246099 5.301933869 0 3/23/2005 311.3516053 5.740922837 0**Appendix E-2g (ii): Dry Biomass Stoker/Sloped Grate/Other CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 5.57399867

Variance of natural log of

test runs (σ2) 0.056468743

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.981307299

Denominator for calculation of flatness of z distribution (β2z) 0.010124579

Flatness of z distribution

(β2z) 395.2318932

Skewness of z distribution

(√β1z) 0.425553401Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990813287 0.999274895 0.99600586 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 271.0309557

exp (2μ + σ2) 73457.77894

exp (σ2) - 1 0.058093542

(σ2/n) + [σ4/(2(n - 1))] 0.019620094

Square root term 160.5412862

Confidence Level 99% 99.9% 99.5%

UPL 4.57E+02 5.01E+02 4.74E+02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -1.54E+00 -1.60E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-2g (ii): Dry Biomass Stoker/Sloped Grate/Other CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Stoker/SlopedGrate/Other

Dry Biomass1WVAmericanWoodmark B1 ICR Phase II - VoluntaryAdditional CO from Test ReportPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 2.68E+02 5.59E+003.00E+00#######ET /Biomass/**Appendix E-2g (iii): Dry Biomass Stoker/Sloped Grate/Other CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 395.23189 0.4255534

1.27852E-05 -5=f(a) 7805.1501 5.11473E-05 1 -4.899 7103.0442 0.000107965 2 -4.798 6446.9342 0.000191028 3 -4.697 5834.8611 0.000310862 4 -4.596 5264.9069 0.000481434 5 -4.495 4735.1942 0.000720924 6 -4.394 4243.8865 0.001052506 7 -4.293 3789.1882 0.001505073 8 -4.192 3369.3445 0.002113768 9 -4.091 2982.6413 0.002920181 10 -3.99 2627.4054 0.003971992 11 -3.889 2302.0044 0.005321836 12 -3.788 2004.8468 0.007025124 13 -3.687 1734.3817 0.009136558 14 -3.586 1489.0992 0.011705133 15 -3.485 1267.5303 0.014767489 16 -3.384 1068.2465 0.018339606 17 -3.283 889.86038 0.022407089 18 -3.182 731.02525 0.026914478 19 -3.081 590.43525 0.031754376 20 -2.98 466.8253 0.036757488 21 -2.879 358.97118 0.041684953 22 -2.778 265.68947 0.046224589 23 -2.677 185.83755 0.049992759 24 -2.576 118.31364 0.052543479 25 -2.475 62.056764 0.053386054 26 -2.374 16.046761 0.054760156 27 -2.273 -20.69571 0.058841362 28 -2.172 -49.10918 0.066058204 29 -2.071 -70.09136 0.076728138 30 -1.97 -84.49914 0.091006626 31 -1.869 -93.1486 0.108839232 32 -1.768 -96.81501 0.129922178 33 -1.667 -96.23282 0.153677064 34 -1.566 -92.09565 0.179245017 35 -1.465 -85.05633 0.2055044 36 -1.364 -75.72686 0.231114362 37 -1.263 -64.67841 0.254584105 38 -1.162 -52.44136 0.274364909 39 -1.061 -39.50527 0.28895911 40 -0.96 -26.31886 0.297037678 41 -0.859 -13.29006 0.297556105 42 -0.758 -0.785988 0.30525481 43 -0.657 10.867082 0.321360909 44 -0.556 21.38367

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.345551875 45 -0.455 30.519117

0.376986063 46 -0.354 38.069582 0.414338985 47 -0.253 43.872037 0.455880841 48 -0.152 47.804272 0.499589644 49 -0.051 49.784891 0.543290489 50 0.05 49.773314 0.58480866 51 0.151 47.769778 0.622122726 52 0.252 43.815336 0.653503825 53 0.353 37.991855 0.677628788 54 0.454 30.422018 0.693657666 55 0.555 21.269327 0.701269988 56 0.656 10.738096 0.701881586 57 0.757 -0.926544 0.710057488 58 0.858 -13.43865 0.724750392 59 0.959 -26.47145 0.744628424 60 1.06 -39.65737 0.768191153 61 1.161 -52.58801 0.793887293 62 1.262 -64.81417 0.820223815 63 1.363 -75.84582 0.845858077 64 1.464 -85.15212 0.869667168 65 1.565 -92.16141 0.890791509 66 1.666 -96.26121 0.908652567 67 1.767 -96.79824 0.922946978 68 1.868 -93.0784 0.933621196 69 1.969 -84.36675 0.94083197 70 2.07 -69.88757 0.944898321 71 2.171 -48.8243 0.946250518 72 2.272 -20.31957 0.947120256 73 2.373 16.524803 0.949701649 74 2.474 62.647813 0.953502388 75 2.575 119.02928 0.958075066 76 2.676 186.68984 0.963034861 77 2.777 266.69093 0.96806866 78 2.878 360.13482 0.972936926 79 2.979 468.16459 0.977469929 80 3.08 591.96413 0.981560046 81 3.181 732.75815 0.985151769 82 3.282 891.81219 0.988230792 83 3.383 1070.4326 0.990813287 84 3.484 1269.9665 0.992936151 85 3.585 1491.8019 0.994648672 86 3.686 1737.3675 0.99600586 87 3.787 2008.133 0.997063423 88 3.888 2305.6089 0.997874273 89 3.989 2631.3463 0.998486344 90 4.09 2986.9372 0.998941442 91 4.191 3374.0146 0.999274895 92 4.292 3794.2522 0.99951575 93 4.393 4249.3644 0.999687305 94 4.494 4741.1066 0.999807836 95 4.595 5271.2748 0.999891387 96 4.696 5841.70620.999948544 97 4.797 6454.2783

0.999987137 98 4.898 7110.9097

1 99 4.999 7813.56distribution of Z Normal distribution

1.48672E-06 0.011604069 2.45094E-06 0.017409133 3.9995E-06 0.025784531 6.46025E-06 0.037694643 1.03291E-05 0.054381688 1.63472E-05 0.07740739 2.56093E-05 0.108682794 3.97118E-05 0.150475356 6.09553E-05 0.205379242 9.26132E-05 0.276231909 0.000139285 0.365958095 0.000207351 0.477322204 0.000305546 0.612572713 0.000445674 0.772968653 0.000643469 0.95818936 0.000919619 1.165645008 0.001300942 1.389726906 0.001821704 1.621062081 0.002525035 1.845864023 0.003464389 2.045497296 0.004704958 2.196393216 0.006324913 2.270461425 0.008416337 2.23613221 0.011085658 2.06013163 0.014453386 1.710032787 0.018652949 1.157541645 0.023828414 0.38236886 0.030130931 -0.623581073 0.03771375 -1.852091389 0.046725789 -3.275074059 0.057303789 -4.842120843 0.069563239 -6.479718498 0.083588399 -8.092612055 0.099421884 -9.567648266 0.117054396 -10.78020116 0.136415346 -11.60298904 0.157365126 -11.91676617 0.179689839 -11.62205284 0.203099244 -10.65080074 0.227228529 -8.97672328 0.251644341 -6.622991997 0.275855243 -3.666134068 0.299326439 -0.235266934 0.321498297 3.493748281 0.341807853 7.309106215 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 10.97809862 0.37471238 14.26514379 0.386376486 16.95112367 0.394360216 18.85210305 0.398423793 19.83548497 0.398443914 19.831874 0.394419966 18.8413543 0.386474058 16.93349062 0.374844865 14.24105157 0.359875719 10.94814574 0.34199778 7.274062608 0.32170943 3.454546626 0.299553264 -0.277549378 0.276092166 -3.71030486 0.25188591 -6.667784314 0.227469632 -9.020846611 0.203335281 -10.69299831 0.17991684 -11.66116139 0.157579839 -11.95177285 0.136615273 -11.63308043 0.117237788 -10.80479983 0.099587708 -9.586433682 0.083736272 -8.105524164 0.069693339 -6.486944248 0.05741676 -4.844065413 0.046822635 -3.272320045 0.037795734 -1.845350085 0.030199481 -0.613640374 0.023885038 0.394695545 0.018699163 1.171461651 0.014490659 1.724812735 0.011115369 2.075126421 0.008439746 2.250803766 0.006343145 2.284387473 0.004718997 2.209267214 0.003475077 2.057121152 0.002533081 1.856135567 0.001827693 1.62995927 0.001305351 1.397290619 0.000922829 1.171961976 0.00064578 0.963376415 0.00044732 0.777159081 0.000306705 0.615905154 0.000208159 0.47993219 0.000139842 0.367972101 9.29928E-05 0.277763642 6.12113E-05 0.206527763 3.98826E-05 0.151324626 2.5722E-05 0.109302246 1.64209E-05 0.077853168 1.03767E-05 0.054698253 6.49066E-06 0.0379165214.01874E-06 0.025938043 2.46298E-06 0.017513994 1.49417E-06 0.011674795Absolute values

0.011604069 0.000586005 0.017409133 0.001758322 0.025784531 0.002604238 0.037694643 0.003807159 0.054381688 0.005492551 0.07740739 0.007818146 0.108682794 0.010976962 0.150475356 0.015198011 0.205379242 0.020743303 0.276231909 0.027899423 0.365958095 0.036961768 0.477322204 0.048209543 0.612572713 0.061869844 0.772968653 0.078069834 0.95818936 0.096777125 1.165645008 0.117730146 1.389726906 0.140362417 1.621062081 0.16372727 1.845864023 0.186432266 2.045497296 0.206595227 2.196393216 0.221835715 2.270461425 0.229316604 2.23613221 0.225849353 2.06013163 0.208073295 1.710032787 0.172713311 1.157541645 0.116911706 0.38236886 0.038619255 0.623581073 0.062981688 1.852091389 0.18706123 3.275074059 0.33078248 4.842120843 0.489054205 6.479718498 0.654451568 8.092612055 0.817353818 9.567648266 0.966332475 10.78020116 1.088800317 11.60298904 1.171901893 11.91676617 1.203593383 11.62205284 1.173827337 10.65080074 1.075730874 8.97672328 0.906649051 6.622991997 0.668922192 3.666134068 0.370279541 0.235266934 0.02376196 3.493748281 0.352868576 7.309106215 0.738219728 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 10.97809862 1.10878796 14.26514379 1.440779522 16.95112367 1.71206349 18.85210305 1.904062408 19.83548497 2.003383982 19.831874 2.003019274 18.8413543 1.902976785 16.93349062 1.710282552 14.24105157 1.438346209 10.94814574 1.10576272 7.274062608 0.734680323 3.454546626 0.348909209 0.277549378 0.028032487 3.71030486 0.374740791 6.667784314 0.673446216 9.020846611 0.911105508 10.69299831 1.07999283 11.66116139 1.1777773 11.95177285 1.207129058 11.63308043 1.174941123 10.80479983 1.091284783 9.586433682 0.968229802 8.105524164 0.818657941 6.486944248 0.655181369 4.844065413 0.489250607 3.272320045 0.330504325 1.845350085 0.186380359 0.613640374 0.061977678 0.394695545 0.03986425 1.171461651 0.118317627 1.724812735 0.174206086 2.075126421 0.209587769 2.250803766 0.22733118 2.284387473 0.230723135 2.209267214 0.223135989 2.057121152 0.207769236 1.856135567 0.187469692 1.62995927 0.164625886 1.397290619 0.141126352 1.171961976 0.11836816 0.963376415 0.097301018 0.777159081 0.078493067 0.615905154 0.062206421 0.47993219 0.048473151 0.367972101 0.037165182 0.277763642 0.028054128 0.206527763 0.020859304 0.151324626 0.015283787 0.109302246 0.011039527 0.077853168 0.00786317 0.054698253 0.005524524 0.037916521 0.0038295690.025938043 0.002619742 0.017513994 0.001768913 0.011674795 0.000589577Cumulative normalization

0.000586005 1.27852E-05 0.002344328 5.11473E-05 0.004948566 0.000107965 0.008755725 0.000191028 0.014248275 0.000310862 0.022066421 0.000481434 0.033043384 0.000720924 0.048241395 0.001052506 0.068984698 0.001505073 0.096884121 0.002113768 0.133845889 0.002920181 0.182055431 0.003971992 0.243925275 0.005321836 0.321995109 0.007025124 0.418772234 0.009136558 0.53650238 0.011705133 0.676864798 0.014767489 0.840592068 0.018339606 1.027024334 0.022407089 1.233619561 0.026914478 1.455455276 0.031754376 1.68477188 0.036757488 1.910621233 0.041684953 2.118694528 0.046224589 2.291407839 0.049992759 2.408319545 0.052543479 2.4469388 0.053386054 2.509920488 0.054760156 2.696981719 0.058841362 3.027764199 0.066058204 3.516818404 0.076728138 4.171269972 0.091006626 4.98862379 0.108839232 5.954956265 0.129922178 7.043756582 0.153677064 8.215658474 0.179245017 9.419251858 0.2055044 10.59307919 0.231114362 11.66881007 0.254584105 12.57545912 0.274364909 13.24438131 0.28895911 13.61466085 0.297037678 13.63842281 0.297556105 13.99129139 0.30525481 14.72951112 0.321360909 

### ( )2 () ()

i 

### f a f xf b         

# 15.83829908 0.345551875 17.2790786 0.376986063 18.99114209 0.414338985 20.8952045 0.455880841 22.89858848 0.499589644 24.90160775 0.543290489 26.80458454 0.58480866 28.51486709 0.622122726 29.9532133 0.653503825 31.05897602 0.677628788 31.79365634 0.693657666 32.14256555 0.701269988 32.17059804 0.701881586 32.54533883 0.710057488 33.21878505 0.724750392 34.12989055 0.744628424 35.20988338 0.768191153 36.38766068 0.793887293 37.59478974 0.820223815 38.76973087 0.845858077 39.86101565 0.869667168 40.82924545 0.890791509 41.64790339 0.908652567 42.30308476 0.922946978 42.79233537 0.933621196 43.12283969 0.94083197 43.30922005 0.944898321 43.37119773 0.946250518 43.41106198 0.947120256 43.5293796 0.949701649 43.70358569 0.953502388 43.91317346 0.958075066 44.14050464 0.963034861 44.37122777 0.96806866 44.59436376 0.972936926 44.802133 0.977469929 44.98960269 0.981560046 45.15422858 0.985151769 45.29535493 0.988230792 45.41372309 0.990813287 45.51102411 0.992936151 45.58951717 0.994648672 45.6517236 0.99600586 45.70019675 0.997063423 45.73736193 0.997874273 45.76541606 0.998486344 45.78627536 0.998941442 45.80155915 0.999274895 45.81259867 0.99951575 45.82046184 0.999687305 45.82598637 0.999807836 45.82981594 0.99989138745.83243568 0.999948544 45.83420459 0.999987137 45.83479417 1

2313.81914**Appendix E-3a (i): Coal Fluidized Bed CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Coal FB no 1IAADMCornProcessingCR YES Yes Coal FB no 1IAADMCornProcessingCR YES Yes Coal FB no 1IAADMCornProcessingCRUnitID Data Source Source Tab Pollutant Data TypeRun Number EU-530 ICR Phase I Organic HAP and CO CO ET Sample #1 EU-530 ICR Phase I Organic HAP and CO CO ET Sample #2 EU-530 ICR Phase I Organic HAP and CO CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 11/20/2002 5.080334675 1.62537714 0 11/20/2002 7.384818806 1.99942638 0 11/20/2002 14.20435018 2.653548268 0**Appendix E-3a (ii): Coal Fluidized Bed CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 2.09278393

Variance of natural log of

test runs (σ2) 0.270820691

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 9.617738158

Denominator for calculation of flatness of z distribution (β2z) 0.290237585

Flatness of z distribution

(β2z) 35.13746614

Skewness of z distribution

(√β1z) 1.06613425Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990818043 0.999284555 0.996032126 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 9.283088234

exp (2μ + σ2) 86.17572715

exp (σ2) - 1 0.311039968

(σ2/n) + [σ4/(2(n - 1))] 0.108609525

Square root term 12.83151705

Confidence Level 99% 99.9% 99.5%

UPL 2.42E+01 2.76E+01 2.55E+01

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.28E+00 7.81E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-3a (ii): Coal Fluidized Bed CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Coal 1IAADMCornProcessingCR EU-530 ICR Phase I Organic HAP and COPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 8.8898345542.184908439 3 2ET /Coal: Bituminous/Coal: Sub-bituminous/**Appendix E-3a (iii): Coal Fluidized Bed CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 35.137466 1.0661342

1.18352E-05 -5=f(a) 621.52541 4.73223E-05 1 -4.899 565.22223 9.98435E-05 2 -4.798 512.63618 0.000176565 3 -4.697 463.60782 0.000287161 4 -4.596 417.98105 0.000444448 5 -4.495 375.60311 0.000665083 6 -4.394 336.32459 0.000970264 7 -4.293 299.99944 0.001386369 8 -4.192 266.48492 0.00194541 9 -4.091 235.64167 0.002685173 10 -3.99 207.33366 0.003648844 11 -3.889 181.42819 0.004883912 12 -3.788 157.79592 0.006440116 13 -3.687 136.31085 0.008366205 14 -3.586 116.85033 0.010705334 15 -3.485 99.295049 0.013488981 16 -3.384 83.529037 0.016729423 17 -3.283 69.439674 0.020410994 18 -3.182 56.917681 0.024480598 19 -3.081 45.857125 0.028838202 20 -2.98 36.155416 0.03332836 21 -2.879 27.713309 0.037734055 22 -2.778 20.434903 0.04177435 23 -2.677 14.227641 0.045107404 24 -2.576 9.0023113 0.047340288 25 -2.475 4.6730446 0.048046714 26 -2.374 1.1573172 0.049300232 27 -2.273 -1.624051 0.052920077 28 -2.172 -3.746895 0.059244399 29 -2.071 -5.283706 0.06849762 30 -1.97 -6.303632 0.080744112 31 -1.869 -6.872476 0.095845603 32 -1.768 -7.052695 0.113427431 33 -1.667 -6.903405 0.132858943 34 -1.566 -6.480375 0.153252812 35 -1.465 -5.836032 0.173486916 36 -1.364 -5.019458 0.192250586 37 -1.263 -4.076388 0.208114688 38 -1.162 -3.049218 0.219622353 39 -1.061 -1.976995 0.225394473 40 -0.96 -0.895425 0.22654723 41 -0.859 0.1631315 0.235515799 42 -0.758 1.1696593 0.252798172 43 -0.657 2.0984857 0.278429166 44 -0.556 2.927283

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.311943088 45 -0.455 3.6370677

0.352375139 46 -0.354 4.2122005 0.398303773 47 -0.253 4.6403863 0.447932114 48 -0.152 4.9126742 0.499202517 49 -0.051 5.0234578 0.549934724 50 0.05 4.9704746 0.597975547 51 0.151 4.7548065 0.64134664 52 0.252 4.3808796 0.678377141 53 0.353 3.8564643 0.707809562 54 0.454 3.1926753 0.728870187 55 0.555 2.4039712 0.741298968 56 0.656 1.5081552 0.745338098 57 0.757 0.5263747 0.748993722 58 0.858 -0.516879 0.759277393 59 0.959 -1.59377 0.774853547 60 1.06 -2.673118 0.794232082 61 1.161 -3.720399 0.81588318 62 1.262 -4.697745 0.838342775 63 1.363 -5.563942 0.860300761 64 1.464 -6.274434 0.880666517 65 1.565 -6.78132 0.898609179 66 1.666 -7.033353 0.913572755 67 1.767 -6.975946 0.925268512 68 1.868 -6.551162 0.933648799 69 1.969 -5.697725 0.93886753 70 2.07 -4.351012 0.941232878 71 2.171 -2.443057 0.941308267 72 2.272 0.0974526 0.943355008 73 2.373 3.3451705 0.94688916 74 2.474 7.3780964 0.951446584 75 2.575 12.277574 0.956608363 76 2.676 18.128291 0.96201722 77 2.777 25.018279 0.967385673 78 2.878 33.038916 0.972497238 79 2.979 42.28492 0.977202286 80 3.08 52.854358 0.981410216 81 3.181 64.848637 0.985079538 82 3.282 78.372513 0.988207173 83 3.383 93.534081 0.990818043 84 3.484 110.44478 0.992955667 85 3.585 129.21941 0.994674204 86 3.686 149.97608 0.996032126 87 3.787 172.83628 0.997087517 88 3.888 197.92482 0.997894847 89 3.989 225.36987 0.998503016 90 4.09 255.30293 0.998954383 91 4.191 287.85886 0.999284555 92 4.292 323.17585 0.999522681 93 4.393 361.39544 0.999692059 94 4.494 402.66252 0.999810911 95 4.595 447.12531 0.999893202 96 4.696 494.935380.999949436 97 4.797 546.24766

0.999987369 98 4.898 601.2204

1 99 4.999 660.01521distribution of Z Normal distribution

1.48672E-06 0.000924034 2.45094E-06 0.001385326 3.9995E-06 0.00205029 6.46025E-06 0.002995021 1.03291E-05 0.004317363 1.63472E-05 0.006140077 2.56093E-05 0.008613024 3.97118E-05 0.011913508 6.09553E-05 0.016243656 9.26132E-05 0.021823526 0.000139285 0.028878464 0.000207351 0.03761926 0.000305546 0.048213896 0.000445674 0.060750189 0.000643469 0.075189579 0.000919619 0.09131362 0.001300942 0.108666447 0.001821704 0.126498521 0.002525035 0.143719111 0.003464389 0.158866913 0.004704958 0.170109697 0.006324913 0.175284263 0.008416337 0.17198704 0.011085658 0.157722774 0.014453386 0.130113885 0.018652949 0.087166062 0.023828414 0.027577033 0.030130931 -0.048934161 0.03771375 -0.141309452 0.046725789 -0.246885344 0.057303789 -0.361222011 0.069563239 -0.478071662 0.083588399 -0.589523493 0.099421884 -0.686349525 0.117054396 -0.75855643 0.136415346 -0.796124382 0.157365126 -0.789887574 0.179689839 -0.732485573 0.203099244 -0.619293877 0.227228529 -0.449229773 0.251644341 -0.225328748 0.275855243 0.045000691 0.299326439 0.350109938 0.321498297 0.674659566 0.341807853 1.000568315 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.308297597 0.37471238 1.57836367 0.386376486 1.792936141 0.394360216 1.937363275 0.398423793 2.001465108 0.398443914 1.980455345 0.394419966 1.875390609 0.386474058 1.69309632 0.374844865 1.445575852 0.359875719 1.148966303 0.34199778 0.822152815 0.32170943 0.485187765 0.299553264 0.157677259 0.276092166 -0.142706215 0.25188591 -0.401448146 0.227469632 -0.608053137 0.203335281 -0.756488363 0.17991684 -0.845203348 0.157579839 -0.876765057 0.136615273 -0.857183498 0.117237788 -0.795026903 0.099587708 -0.700435539 0.083736272 -0.584139676 0.069693339 -0.456572371 0.05741676 -0.327144927 0.046822635 -0.203725863 0.037795734 -0.09233712 0.030199481 0.002943017 0.023885038 0.079899524 0.018699163 0.137964224 0.014490659 0.177910139 0.011115369 0.201502642 0.008439746 0.211147929 0.006343145 0.209570641 0.004718997 0.199542405 0.003475077 0.183672983 0.002533081 0.164266835 0.001827693 0.143240926 0.001305351 0.122094839 0.000922829 0.101921656 0.00064578 0.083447361 0.00044732 0.067087287 0.000306705 0.053009812 0.000208159 0.041199743 0.000139842 0.03151612 9.29928E-05 0.023741334 6.12113E-05 0.01762021 3.98826E-05 0.012889092 2.5722E-05 0.009295822 1.64209E-05 0.006612075 1.03767E-05 0.004639669 6.49066E-06 0.0032124574.01874E-06 0.002195225 2.46298E-06 0.001480791 1.49417E-06 0.000986176Absolute values

0.000924034 4.66637E-05 0.001385326 0.000139918 0.00205029 0.000207079 0.002995021 0.000302497 0.004317363 0.000436054 0.006140077 0.000620148 0.008613024 0.000869915 0.011913508 0.001203264 0.016243656 0.001640609 0.021823526 0.002204176 0.028878464 0.002916725 0.03761926 0.003799545 0.048213896 0.004869603 0.060750189 0.006135769 0.075189579 0.007594147 0.09131362 0.009222676 0.108666447 0.010975311 0.126498521 0.012776351 0.143719111 0.01451563 0.158866913 0.016045558 0.170109697 0.017181079 0.175284263 0.017703711 0.17198704 0.017370691 0.157722774 0.01593 0.130113885 0.013141502 0.087166062 0.008803772 0.027577033 0.00278528 0.048934161 0.00494235 0.141309452 0.014272255 0.246885344 0.02493542 0.361222011 0.036483423 0.478071662 0.048285238 0.589523493 0.059541873 0.686349525 0.069321302 0.75855643 0.076614199 0.796124382 0.080408563 0.789887574 0.079778645 0.732485573 0.073981043 0.619293877 0.062548682 0.449229773 0.045372207 0.225328748 0.022758204 0.045000691 0.00454507 0.350109938 0.035361104 0.674659566 0.068140616 1.000568315 0.1010574 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.308297597 0.132138057 1.57836367 0.159414731 1.792936141 0.18108655 1.937363275 0.195673691 2.001465108 0.202147976 1.980455345 0.20002599 1.875390609 0.189414451 1.69309632 0.171002728 1.445575852 0.146003161 1.148966303 0.116045597 0.822152815 0.083037434 0.485187765 0.049003964 0.157677259 0.015925403 0.142706215 0.014413328 0.401448146 0.040546263 0.608053137 0.061413367 0.756488363 0.076405325 0.845203348 0.085365538 0.876765057 0.088553271 0.857183498 0.086575533 0.795026903 0.080297717 0.700435539 0.070743989 0.584139676 0.058998107 0.456572371 0.046113809 0.327144927 0.033041638 0.203725863 0.020576312 0.09233712 0.009326049 0.002943017 0.000297245 0.079899524 0.008069852 0.137964224 0.013934387 0.177910139 0.017968924 0.201502642 0.020351767 0.211147929 0.021325941 0.209570641 0.021166635 0.199542405 0.020153783 0.183672983 0.018550971 0.164266835 0.01659095 0.143240926 0.014467333 0.122094839 0.012331579 0.101921656 0.010294087 0.083447361 0.008428183 0.067087287 0.006775816 0.053009812 0.005353991 0.041199743 0.004161174 0.03151612 0.003183128 0.023741334 0.002397875 0.01762021 0.001779641 0.012889092 0.001301798 0.009295822 0.000938878 0.006612075 0.00066782 0.004639669 0.000468607 0.003212457 0.0003244580.002195225 0.000221718 0.001480791 0.00014956 0.000986176 4.98019E-05Cumulative normalization

4.66637E-05 1.18352E-05 0.000186582 4.73223E-05 0.000393661 9.98435E-05 0.000696158 0.000176565 0.001132212 0.000287161 0.001752359 0.000444448 0.002622275 0.000665083 0.003825539 0.000970264 0.005466148 0.001386369 0.007670324 0.00194541 0.010587049 0.002685173 0.014386595 0.003648844 0.019256198 0.004883912 0.025391967 0.006440116 0.032986115 0.008366205 0.04220879 0.010705334 0.053184101 0.013488981 0.065960452 0.016729423 0.080476082 0.020410994 0.09652164 0.024480598 0.11370272 0.028838202 0.13140643 0.03332836 0.148777121 0.037734055 0.164707122 0.04177435 0.177848624 0.045107404 0.186652396 0.047340288 0.189437677 0.048046714 0.194380027 0.049300232 0.208652282 0.052920077 0.233587701 0.059244399 0.270071124 0.06849762 0.318356362 0.080744112 0.377898235 0.095845603 0.447219537 0.113427431 0.523833737 0.132858943 0.604242299 0.153252812 0.684020944 0.173486916 0.758001987 0.192250586 0.820550669 0.208114688 0.865922876 0.219622353 0.888681079 0.225394473 0.893226149 0.22654723 0.928587253 0.235515799 0.996727869 0.252798172 1.097785269 0.278429166 

### ( )2 () ()

i 

### f a f xf b         

# 1.229923326 0.311943088 1.389338057 0.352375139 1.570424607 0.398303773 1.766098298 0.447932114 1.968246274 0.499202517 2.168272264 0.549934724 2.357686715 0.597975547 2.528689443 0.64134664 2.674692604 0.678377141 2.790738201 0.707809562 2.873775635 0.728870187 2.9227796 0.741298968 2.938705003 0.745338098 2.95311833 0.748993722 2.993664593 0.759277393 3.05507796 0.774853547 3.131483285 0.794232082 3.216848823 0.81588318 3.305402093 0.838342775 3.391977627 0.860300761 3.472275344 0.880666517 3.543019333 0.898609179 3.602017441 0.913572755 3.64813125 0.925268512 3.681172888 0.933648799 3.7017492 0.93886753 3.711075249 0.941232878 3.711372494 0.941308267 3.719442346 0.943355008 3.733376732 0.94688916 3.751345656 0.951446584 3.771697423 0.956608363 3.793023364 0.96201722 3.814189999 0.967385673 3.834343782 0.972497238 3.852894753 0.977202286 3.869485703 0.981410216 3.883953037 0.985079538 3.896284616 0.988207173 3.906578703 0.990818043 3.915006886 0.992955667 3.921782702 0.994674204 3.927136693 0.996032126 3.931297867 0.997087517 3.934480996 0.997894847 3.93687887 0.998503016 3.938658511 0.998954383 3.93996031 0.999284555 3.940899188 0.999522681 3.941567007 0.999692059 3.942035614 0.999810911 3.942360072 0.9998932023.94258179 0.999949436 3.94273135 0.999987369 3.942781152 1

197.8535595**Appendix E-3b (i): Coal Fluidized Bed with Integrated Heat Exchanger CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Coal FB no 16PAKimberlyClarkChester YES Yes Coal FB no 16PAKimberlyClarkChester YES Yes Coal FB no 16PAKimberlyClarkChesterUnitID Data Source Source Tab Pollutant Data TypeRun Number Boiler #10 (ID 035) ICR Phase I CO CO ET PAKimberlyClarkChesterCOT1R1 Boiler #10 (ID 035) ICR Phase I CO CO ET PAKimberlyClarkChesterCOT1R2 Boiler #10 (ID 035) ICR Phase I CO CO ET PAKimberlyClarkChesterCOT1R3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 9/17/2003 114.0857343 4.736950221 0 9/17/2003 104.6658113 4.650772525 0 9/17/2003 94.14769976 4.544864823 0**Appendix E-3b (ii): Coal Fluidized Bed with Integrated Heat Exchanger CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 4.644195856

Variance of natural log of

test runs (σ2) 0.009256639

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.150095909

Denominator for calculation of flatness of z distribution (β2z) 0.000259448

Flatness of z distribution

(β2z) 12143.50769

Skewness of z distribution

(√β1z) 0.16754724Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815221 0.999274601 0.996005504 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 104.4620843

exp (2μ + σ2) 10912.32706

exp (σ2) - 1 0.009299615

(σ2/n) + [σ4/(2(n - 1))] 0.003106968

Square root term 24.68966483

Confidence Level 99% 99.9% 99.5%

UPL 1.33E+02 1.40E+02 1.36E+02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -1.65E-01 -3.06E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-3b (ii): Coal Fluidized Bed with Integrated Heat Exchanger CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Coal 16PAKimberlyClarkChester Boiler #10 (ID 035) ICR Phase I COPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 104.29974844.64726895 3 2ET /Anthracite Culm/**Appendix E-3b (iii): Coal Fluidized Bed with Integrated Heat Exchanger CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 12143.508 0.1675472

1.28183E-05 -5=f(a) 241796.37 5.12804E-05 1 -4.899 220049.1 0.000108247 2 -4.798 199726.16 0.000191529 3 -4.697 180766.9 0.00031168 4 -4.596 163111.94 0.000482707 5 -4.495 146703.16 0.000722839 6 -4.394 131483.71 0.001055316 7 -4.293 117397.98 0.001509109 8 -4.192 104391.66 0.002119461 9 -4.091 92411.668 0.002928078 10 -3.99 81406.209 0.003982772 11 -3.889 71324.741 0.005336323 12 -3.788 62117.987 0.007044289 13 -3.687 53737.934 0.009161508 14 -3.586 46137.832 0.011737082 15 -3.485 39272.194 0.014807694 16 -3.384 33096.798 0.018389275 17 -3.283 27568.683 0.022467232 18 -3.182 22646.153 0.02698571 19 -3.081 18288.775 0.031836653 20 -2.98 14457.379 0.036849774 21 -2.879 11114.058 0.041784812 22 -2.778 8222.1698 0.046327713 23 -2.677 5746.3342 0.050092436 24 -2.576 3652.4348 0.052630017 25 -2.475 1907.6185 0.053446195 26 -2.374 480.29553 0.054864095 27 -2.273 -659.8604 0.059011155 28 -2.172 -1541.912 0.066320979 29 -2.071 -2193.66 0.077116358 30 -1.97 -2641.64 0.091558166 31 -1.869 -2911.125 0.109597219 32 -1.768 -3026.125 0.130934581 33 -1.667 -3009.385 0.154996011 34 -1.566 -2882.39 0.180925849 35 -1.465 -2665.359 0.207604491 36 -1.364 -2377.247 0.233691753 37 -1.263 -2035.748 0.257696008 38 -1.162 -1657.292 0.278066162 39 -1.061 -1257.044 0.293300681 40 -0.96 -848.908 0.302065285 41 -0.859 -445.523 0.303309042 42 -0.758 -58.26526 0.310250443 43 -0.657 302.75232 0.325575171 44 -0.556 628.68026

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348968861 45 -0.455 911.93239

0.379597947 46 -0.354 1146.1859 0.416145644 47 -0.253 1326.3813 0.45688923 48 -0.152 1448.7225 0.499812989 49 -0.051 1510.6768 0.542747379 50 0.05 1510.9746 0.583522099 51 0.151 1449.61 0.620119231 52 0.252 1327.8401 0.650812602 53 0.353 1148.1856 0.674281038 54 0.454 914.43044 0.689686028 55 0.555 631.62194 0.69670812 56 0.656 306.07073 0.697875571 57 0.757 -54.64918 0.706572439 58 0.858 -441.7005 0.721751066 59 0.959 -844.9824 0.742079356 60 1.06 -1253.131 0.766056798 61 1.161 -1653.519 0.792132201 62 1.262 -2032.255 0.818812849 63 1.363 -2374.186 0.844756679 64 1.464 -2662.894 0.868841662 65 1.565 -2880.698 0.890209424 66 1.666 -3008.655 0.908282966 67 1.767 -3026.556 0.922760761 68 1.868 -2912.931 0.933591369 69 1.969 -2645.046 0.940933851 70 2.07 -2198.903 0.945109681 71 2.171 -1549.242 0.946551648 72 2.272 -669.5375 0.947348816 73 2.373 467.99701 0.949872407 74 2.474 1892.4126 0.953627812 75 2.575 3634.0236 0.958165508 76 2.676 5724.4076 0.963098765 77 2.777 8196.4054 0.968112795 78 2.878 11084.121 0.972966617 79 2.979 14422.923 0.977489288 80 3.08 18249.442 0.981572187 81 3.181 22601.571 0.985158998 82 3.282 27518.469 0.988234781 83 3.383 33040.557 0.990815221 84 3.484 39209.518 0.992936843 85 3.585 46068.302 0.994648666 86 3.686 53661.118 0.996005504 87 3.787 62033.441 0.997062931 88 3.888 71232.009 0.997873769 89 3.989 81304.823 0.99848589 90 4.09 92301.147 0.998941065 91 4.191 104271.51 0.999274601 92 4.292 117267.7 0.999515532 93 4.393 131342.78 0.999687151 94 4.494 146551.05 0.999807735 95 4.595 162948.11 0.999891327 96 4.696 180590.80.999948514 97 4.797 199537.22

0.999987129 98 4.898 219846.74

1 99 4.999 241580.01distribution of Z Normal distribution

1.48672E-06 0.359483386 2.45094E-06 0.539327086 3.9995E-06 0.798805298 6.46025E-06 1.167798771 1.03291E-05 1.684797616 1.63472E-05 2.398192837 2.56093E-05 3.367200458 3.97118E-05 4.662081193 6.09553E-05 6.363219819 9.26132E-05 8.558538964 0.000139285 11.33866192 0.000207351 14.7892344 0.000305546 18.97989644 0.000445674 23.94959467 0.000643469 29.68826955 0.000919619 36.11545842 0.001300942 43.05701983 0.001821704 50.2219759 0.002525035 57.18231879 0.003464389 63.35942823 0.004704958 68.02135291 0.006324913 70.29544816 0.008416337 69.20055563 0.011085658 63.70189882 0.014453386 52.79005163 0.018652949 35.58270968 0.023828414 11.44468097 0.030130931 -19.8822084 0.03771375 -58.15129883 0.046725789 -102.5005019 0.057303789 -151.37598 0.069563239 -202.5072771 0.083588399 -252.948912 0.099421884 -299.1987614 0.117054396 -337.3964374 0.136415346 -363.5958151 0.157365126 -374.0957671 0.179689839 -365.8032624 0.203099244 -336.5947183 0.227228529 -285.6362931 0.251644341 -213.6229006 0.275855243 -122.8998547 0.299326439 -17.44033415 0.321498297 97.33435617 0.341807853 214.8878502 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 328.0331997 0.37471238 429.4900477 0.386376486 512.482556 0.394360216 571.3185367 0.398423793 601.8895757 0.398443914 602.0386418 0.394419966 571.7551134 0.386474058 513.1757465 0.374844865 430.3914731 0.359875719 329.0813131 0.34199778 216.0133016 0.32170943 98.46584095 0.299553264 -16.37034167 0.276092166 -121.9500399 0.25188591 -212.8391704 0.227469632 -285.0492605 0.203335281 -336.2187379 0.17991684 -365.6369645 0.157579839 -374.1238905 0.136615273 -363.7920198 0.117237788 -337.7267151 0.099587708 -299.6250453 0.083736272 -253.4325208 0.069693339 -203.011895 0.05741676 -151.8699684 0.046822635 -102.9584367 0.037795734 -58.5547252 0.030199481 -20.21968371 0.023885038 11.17812652 0.018699163 35.38653172 0.014490659 52.65939798 0.011115369 63.62890286 0.008439746 69.17558224 0.006343145 70.30819233 0.004718997 68.06172878 0.003475077 63.4182214 0.002533081 57.25160403 0.001827693 50.29532471 0.001305351 43.12953561 0.000922829 36.18368327 0.00064578 29.75000681 0.00044732 24.00368646 0.000306705 19.02598839 0.000208159 14.82755131 0.000139842 11.3698098 9.29928E-05 8.583341679 6.12113E-05 6.382592768 3.98826E-05 4.676940244 2.5722E-05 3.378401791 1.64209E-05 2.406498019 1.03767E-05 1.690857934 6.49066E-06 1.1721532274.01874E-06 0.801887477 2.46298E-06 0.541477064 1.49417E-06 0.360961842Absolute values

0.359483386 0.018153911 0.539327086 0.054472036 0.798805298 0.080679335 1.167798771 0.117947676 1.684797616 0.170164559 2.398192837 0.242217477 3.367200458 0.340087246 4.662081193 0.4708702 6.363219819 0.642685202 8.558538964 0.864412435 11.33866192 1.145204854 14.7892344 1.493712674 18.97989644 1.91696954 23.94959467 2.418909061 29.68826955 2.998515225 36.11545842 3.6476613 43.05701983 4.348759003 50.2219759 5.072419566 57.18231879 5.775414197 63.35942823 6.399302251 68.02135291 6.870156644 70.29544816 7.099840265 69.20055563 6.989256119 63.70189882 6.43389178 52.79005163 5.331795215 35.58270968 3.593853678 11.44468097 1.155912778 19.8822084 2.008103049 58.15129883 5.873281182 102.5005019 10.35255069 151.37598 15.28897398 202.5072771 20.45323498 252.948912 25.54784011 299.1987614 30.2190749 337.3964374 34.07704018 363.5958151 36.72317733 374.0957671 37.78367247 365.8032624 36.9461295 336.5947183 33.99606655 285.6362931 28.84926561 213.6229006 21.57591297 122.8998547 12.41288532 17.44033415 1.761473749 97.33435617 9.830769973 214.8878502 21.70367287 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 328.0331997 33.13135317 429.4900477 43.37849481 512.482556 51.76073815 571.3185367 57.7031722 601.8895757 60.79084715 602.0386418 60.80590282 571.7551134 57.74726646 513.1757465 51.83075039 430.3914731 43.46953878 329.0813131 33.23721263 216.0133016 21.81734346 98.46584095 9.945049936 16.37034167 1.653404509 121.9500399 12.31695403 212.8391704 21.49675621 285.0492605 28.78997532 336.2187379 33.95809252 365.6369645 36.92933342 374.1238905 37.78651294 363.7920198 36.742994 337.7267151 34.11039822 299.6250453 30.26212957 253.4325208 25.5966846 203.011895 20.50420139 151.8699684 15.33886681 102.9584367 10.3988021 58.5547252 5.914027245 20.21968371 2.042188054 11.17812652 1.128990779 35.38653172 3.574039704 52.65939798 5.318599196 63.62890286 6.426519189 69.17558224 6.986733807 70.30819233 7.101127425 68.06172878 6.874234607 63.4182214 6.405240361 57.25160403 5.782412007 50.29532471 5.079827796 43.12953561 4.356083096 36.18368327 3.65455201 29.75000681 3.004750688 24.00368646 2.424372333 19.02598839 1.921624827 14.82755131 1.497582682 11.3698098 1.14835079 8.583341679 0.86691751 6.382592768 0.64464187 4.676940244 0.472370965 3.378401791 0.341218581 2.406498019 0.2430563 1.690857934 0.170776651 1.172153227 0.1183874760.801887477 0.080990635 0.541477064 0.054689183 0.360961842 0.018228573Cumulative normalization

0.018153911 1.28183E-05 0.072625947 5.12804E-05 0.153305282 0.000108247 0.271252958 0.000191529 0.441417517 0.00031168 0.683634994 0.000482707 1.02372224 0.000722839 1.49459244 0.001055316 2.137277642 0.001509109 3.001690077 0.002119461 4.146894931 0.002928078 5.640607606 0.003982772 7.557577146 0.005336323 9.976486207 0.007044289 12.97500143 0.009161508 16.62266273 0.011737082 20.97142173 0.014807694 26.0438413 0.018389275 31.8192555 0.022467232 38.21855775 0.02698571 45.08871439 0.031836653 52.18855466 0.036849774 59.17781078 0.041784812 65.61170256 0.046327713 70.94349777 0.050092436 74.53735145 0.052630017 75.69326423 0.053446195 77.70136728 0.054864095 83.57464846 0.059011155 93.92719915 0.066320979 109.2161731 0.077116358 129.6694081 0.091558166 155.2172482 0.109597219 185.4363231 0.130934581 219.5133633 0.154996011 256.2365406 0.180925849 294.0202131 0.207604491 330.9663426 0.233691753 364.9624092 0.257696008 393.8116748 0.278066162 415.3875877 0.293300681 427.8004731 0.302065285 429.5619468 0.303309042 439.3927168 0.310250443 461.0963896 0.325575171 

### ( )2 () ()

i 

### f a f xf b         

# 494.2277428 0.348968861 537.6062376 0.379597947 589.3669758 0.416145644 647.070148 0.45688923 707.8609951 0.499812989 768.666898 0.542747379 826.4141644 0.583522099 878.2449148 0.620119231 921.7144536 0.650812602 954.9516662 0.674281038 976.7690097 0.689686028 986.7140596 0.69670812 988.3674641 0.697875571 1000.684418 0.706572439 1022.181174 0.721751066 1050.97115 0.742079356 1084.929242 0.766056798 1121.858576 0.792132201 1159.645089 0.818812849 1196.388083 0.844756679 1230.498481 0.868841662 1260.76061 0.890209424 1286.357295 0.908282966 1306.861496 0.922760761 1322.200363 0.933591369 1332.599165 0.940933851 1338.513193 0.945109681 1340.555381 0.946551648 1341.684371 0.947348816 1345.258411 0.949872407 1350.57701 0.953627812 1357.003529 0.958165508 1363.990263 0.963098765 1371.091391 0.968112795 1377.965625 0.972966617 1384.370866 0.977489288 1390.153278 0.981572187 1395.233105 0.985158998 1399.589189 0.988234781 1403.243741 0.990815221 1406.248491 0.992936843 1408.672864 0.994648666 1410.594488 0.996005504 1412.092071 0.997062931 1413.240422 0.997873769 1414.107339 0.99848589 1414.751981 0.998941065 1415.224352 0.999274601 1415.565571 0.999515532 1415.808627 0.999687151 1415.979404 0.999807735 1416.097791 0.9998913271416.178782 0.999948514 1416.233471 0.999987129 1416.2517 1

71514.18948**Appendix E-3c (i): Pulverized Coal CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Coal PC no 2IAUofNorthernIowa YES Coal PC no 2IAUofNorthernIowa YES Coal PC no 2IAUofNorthernIowa YES Yes Coal PC no 2IAUofNorthernIowa YES Yes Coal PC no 2IAUofNorthernIowa YES Yes Coal PC no 2IAUofNorthernIowaUnitID Data Source Source Tab Pollutant Data TypeRun Number Boiler #3 ICR Phase I Organic HAP and CO B3 CO ET Sample #1 Boiler #3 ICR Phase I Organic HAP and CO B3 CO ET Sample #2 Boiler #3 ICR Phase I Organic HAP and CO B3 CO ET Sample #3 Boiler #3 ICR Phase II - Templates CO CO ET Sample #1 Boiler #3 ICR Phase II - Templates CO CO ET Sample #2 Boiler #3 ICR Phase II - Templates CO CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 8/3/2007 26.51437379 3.277686993 0 8/3/2007 36.15596426 3.587841921 0 8/3/2007 33.74556664 3.51884905 0 10/6/2009 9.715495485 2.273722084 0 10/6/2009 10.60340169 2.361174864 0 10/6/2009 10.69347914 2.369634129 0**Appendix E-3c (ii): Pulverized Coal CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES

Number of sources with test data 1

n 6 n-1 5

Average of natural log of test run values (μ) 2.898151507

Variance of natural log of

test runs (σ2) 0.392514426

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 14.87711401

Denominator for calculation of flatness of z distribution (β2z) 0.693215238

Flatness of z distribution

(β2z) 23.46103144

Skewness of z distribution

(√β1z) 1.393293403Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990789396 0.999290586 0.996041027 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 22.07418266

exp (2μ + σ2) 487.2695399

exp (σ2) - 1 0.480699226

(σ2/n) + [σ4/(2(n - 1))] 0.080825829

Square root term 32.51378093

Confidence Level 99% 99.9% 99.5%

UPL 5.98E+01 6.86E+01 6.31E+01

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 2.41E-01 9.26E-02 **SE Skewness** 1.00 1.00 **Skewness Test** normal normal **Kurtosis =** -2.72E+00 -3.03E+00 **SE Kurtosis** 2.00 2.00 **Kurtosis Test** normal normal **Number of test runs =** 6 6**Appendix E-3c (ii): Pulverized Coal CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab PC Coal 2IAUofNorthernIowaBoiler #3 ICR Phase II - TemplatesCO PC Coal 2IAUofNorthernIowaBoiler #3 ICR Phase I Organic HAP and CO B3PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 10.337458772.335774072 3 2ET Coal: Bituminous CO 32.13863493.470058886 3 2ET /Coal: Bituminous/**Appendix E-3c (iii): Pulverized Coal CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 23.461031 1.3932934

1.09558E-05 -5=f(a) 382.97183 4.37772E-05 1 -4.899 347.97306 9.23077E-05 2 -4.798 315.30517 0.00016313 3 -4.697 284.86739 0.000265114 4 -4.596 256.56107 0.00040999 5 -4.495 230.28969 0.000612971 6 -4.394 205.95887 0.000893371 7 -4.293 183.47634 0.001275153 8 -4.192 162.75198 0.001787308 9 -4.091 143.69779 0.002463917 10 -3.99 126.22788 0.003343741 11 -3.889 110.25853 0.004469132 12 -3.788 95.708123 0.005884061 13 -3.687 82.497167 0.007631059 14 -3.586 70.548309 0.009746925 15 -3.485 59.786326 0.012257101 16 -3.384 50.13812 0.0151688 17 -3.283 41.532724 0.01846309 18 -3.182 33.901301 0.022086426 19 -3.081 27.17714 0.025942321 20 -2.98 21.295664 0.029884153 21 -2.879 16.19442 0.033710328 22 -2.778 11.813088 0.037163155 23 -2.677 8.0934754 0.039932871 24 -2.576 4.9795194 0.041668088 25 -2.475 2.4172862 0.041993599 26 -2.374 0.3549712 0.043451275 27 -2.273 -1.257101 0.047031044 28 -2.172 -2.466477 0.05299846 29 -2.071 -3.318573 0.061503472 30 -1.97 -3.856678 0.072538178 31 -1.869 -4.12195 0.0858989 32 -1.768 -4.153419 0.101157463 33 -1.667 -3.987984 0.11764655 34 -1.566 -3.660418 0.134463507 35 -1.465 -3.203362 0.150495758 36 -1.364 -2.647328 0.164469213 37 -1.263 -2.020701 0.17501879 38 -1.162 -1.349735 0.180777604 39 -1.061 -0.658555 0.181076296 40 -0.96 0.0308431 0.188492525 41 -0.859 0.6985921 0.203778013 42 -0.758 1.3269544 0.227289711 43 -0.657 1.9003216 0.258928078 44 -0.556 2.4052143

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.298107964 45 -0.455 2.8302825

0.343767241 46 -0.354 3.1663051 0.39441472 47 -0.253 3.4061904 0.448215009 48 -0.152 3.5449759 0.503104053 49 -0.051 3.5798281 0.556925806 50 0.05 3.5100428 0.607578107 51 0.151 3.337045 0.653154762 52 0.252 3.0643889 0.692071169 53 0.353 2.6977577 0.723162561 54 0.454 2.2449641 0.74574683 55 0.555 1.7159496 0.759647596 56 0.656 1.1227853 0.765177223 57 0.757 0.4796711 0.767271041 58 0.858 -0.197064 0.775888209 59 0.959 -0.888961 0.789679386 60 1.06 -1.575432 0.807158833 61 1.161 -2.233761 0.826816458 62 1.262 -2.839102 0.847219586 63 1.363 -3.364479 0.867097002 64 1.464 -3.780789 0.885400293 65 1.565 -4.056798 0.90134027 66 1.666 -4.159142 0.914398872 67 1.767 -4.05233 0.924319141 68 1.868 -3.698742 0.931077531 69 1.969 -3.058626 0.934843717 70 2.07 -2.090103 0.935933396 71 2.171 -0.749165 0.937107588 72 2.272 1.0103263 0.940082666 73 2.373 3.2366378 0.944386084 74 2.474 5.9801656 0.949568624 75 2.575 9.2934351 0.955228385 76 2.676 13.231101 0.961025936 77 2.777 17.849947 0.966691422 78 2.878 23.208886 0.972024973 79 2.979 29.368959 0.97689201 80 3.08 36.39334 0.981215104 81 3.181 44.347327 0.98496393 82 3.282 53.29835 0.988144602 83 3.383 63.315969 0.990789396 84 3.484 74.47187 0.992947549 85 3.585 86.839873 0.994677544 86 3.686 100.49592 0.996041027 87 3.787 115.51809 0.997098337 88 3.888 131.98659 0.997905496 89 3.989 149.98375 0.998512425 90 4.09 169.59404 0.998962127 91 4.191 190.90404 0.999290586 92 4.292 214.00248 0.999527148 93 4.393 238.9802 0.9996952 94 4.494 265.9302 0.999812982 95 4.595 294.94757 0.999894444 96 4.696 326.129560.999950055 97 4.797 359.57553

0.999987532 98 4.898 395.38699

1 99 4.999 433.66754distribution of Z Normal distribution

1.48672E-06 0.000569372 2.45094E-06 0.000852861 3.9995E-06 0.001261064 6.46025E-06 0.001840314 1.03291E-05 0.002650042 1.63472E-05 0.003764603 2.56093E-05 0.005274454 3.97118E-05 0.00728617 6.09553E-05 0.009920588 9.26132E-05 0.01330831 0.000139285 0.017581648 0.000207351 0.022862183 0.000305546 0.029243225 0.000445674 0.036766834 0.000643469 0.045395658 0.000919619 0.054980645 0.001300942 0.065226794 0.001821704 0.075660324 0.002525035 0.085601956 0.003464389 0.094152183 0.004704958 0.100195193 0.006324913 0.102428294 0.008416337 0.099422934 0.011085658 0.089721504 0.014453386 0.071970919 0.018652949 0.045089516 0.023828414 0.008458401 0.030130931 -0.037877626 0.03771375 -0.093020093 0.046725789 -0.155062956 0.057303789 -0.221002267 0.069563239 -0.286736193 0.083588399 -0.347177613 0.099421884 -0.396492897 0.117054396 -0.428467995 0.136415346 -0.436987673 0.157365126 -0.41659712 0.179689839 -0.363099456 0.203099244 -0.274130149 0.227228529 -0.149642455 0.251644341 0.00776149 0.275855243 0.192710289 0.299326439 0.397192541 0.321498297 0.610950162 0.341807853 0.822121152 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.018087121 0.37471238 1.186453726 0.386376486 1.316071892 0.394360216 1.397997461 0.398423793 1.426288687 0.398443914 1.398555194 0.394419966 1.316197182 0.386474058 1.184306804 0.374844865 1.011240626 0.359875719 0.807908057 0.34199778 0.586850963 0.32170943 0.361210613 0.299553264 0.143687045 0.276092166 -0.054407731 0.25188591 -0.223916638 0.227469632 -0.358362934 0.203335281 -0.454202447 0.17991684 -0.510802265 0.157579839 -0.530174135 0.136615273 -0.51651354 0.117237788 -0.475609964 0.099587708 -0.414199402 0.083736272 -0.339327025 0.069693339 -0.257777649 0.05741676 -0.175616373 0.046822635 -0.097864128 0.037795734 -0.028315238 0.030199481 0.030511331 0.023885038 0.077307217 0.018699163 0.111824089 0.014490659 0.134668001 0.011115369 0.147068569 0.008439746 0.150649022 0.006343145 0.147217333 0.004718997 0.138592027 0.003475077 0.126469671 0.002533081 0.112335359 0.001827693 0.097413043 0.001305351 0.082649586 0.000922829 0.068724807 0.00064578 0.056079489 0.00044732 0.044953827 0.000306705 0.035430018 0.000208159 0.027474137 0.000139842 0.020973993 9.29928E-05 0.015771024 6.12113E-05 0.011685481 3.98826E-05 0.008534974 2.5722E-05 0.006147054 1.64209E-05 0.004366809 1.03767E-05 0.003060572 6.49066E-06 0.0021167964.01874E-06 0.001445039 2.46298E-06 0.000973828 1.49417E-06 0.000647973Absolute values

0.000569372 2.87533E-05 0.000852861 8.6139E-05 0.001261064 0.000127367 0.001840314 0.000185872 0.002650042 0.000267654 0.003764603 0.000380225 0.005274454 0.00053272 0.00728617 0.000735903 0.009920588 0.001001979 0.01330831 0.001344139 0.017581648 0.001775746 0.022862183 0.002309081 0.029243225 0.002953566 0.036766834 0.00371345 0.045395658 0.004584961 0.054980645 0.005553045 0.065226794 0.006587906 0.075660324 0.007641693 0.085601956 0.008645798 0.094152183 0.00950937 0.100195193 0.010119715 0.102428294 0.010345258 0.099422934 0.010041716 0.089721504 0.009061872 0.071970919 0.007269063 0.045089516 0.004554041 0.008458401 0.000854298 0.037877626 0.00382564 0.093020093 0.009395029 0.155062956 0.015661359 0.221002267 0.022321229 0.286736193 0.028960356 0.347177613 0.035064939 0.396492897 0.040045783 0.428467995 0.043275268 0.436987673 0.044135755 0.41659712 0.042076309 0.363099456 0.036673045 0.274130149 0.027687145 0.149642455 0.015113888 0.00776149 0.00078391 0.192710289 0.019463739 0.397192541 0.040116447 0.610950162 0.061705966 0.822121152 0.083034236 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.018087121 0.102826799 1.186453726 0.119831826 1.316071892 0.132923261 1.397997461 0.141197744 1.426288687 0.144055157 1.398555194 0.141254075 1.316197182 0.132935915 1.184306804 0.119614987 1.011240626 0.102135303 0.807908057 0.081598714 0.586850963 0.059271947 0.361210613 0.036482272 0.143687045 0.014512392 0.054407731 0.005495181 0.223916638 0.02261558 0.358362934 0.036194656 0.454202447 0.045874447 0.510802265 0.051591029 0.530174135 0.053547588 0.51651354 0.052167868 0.475609964 0.048036606 0.414199402 0.04183414 0.339327025 0.03427203 0.257777649 0.026035543 0.175616373 0.017737254 0.097864128 0.009884277 0.028315238 0.002859839 0.030511331 0.003081644 0.077307217 0.007808029 0.111824089 0.011294233 0.134668001 0.013601468 0.147068569 0.014853926 0.150649022 0.015215551 0.147217333 0.014868951 0.138592027 0.013997795 0.126469671 0.012773437 0.112335359 0.011345871 0.097413043 0.009838717 0.082649586 0.008347608 0.068724807 0.006941205 0.056079489 0.005664028 0.044953827 0.004540337 0.035430018 0.003578432 0.027474137 0.002774888 0.020973993 0.002118373 0.015771024 0.001592873 0.011685481 0.001180234 0.008534974 0.000862032 0.006147054 0.000620852 0.004366809 0.000441048 0.003060572 0.000309118 0.002116796 0.0002137960.001445039 0.000145949 0.000973828 9.83567E-05 0.000647973 3.27227E-05Cumulative normalization

2.87533E-05 1.09558E-05 0.000114892 4.37772E-05 0.00024226 9.23077E-05 0.000428131 0.00016313 0.000695786 0.000265114 0.00107601 0.00040999 0.00160873 0.000612971 0.002344633 0.000893371 0.003346613 0.001275153 0.004690752 0.001787308 0.006466499 0.002463917 0.008775579 0.003343741 0.011729145 0.004469132 0.015442595 0.005884061 0.020027557 0.007631059 0.025580602 0.009746925 0.032168508 0.012257101 0.039810201 0.0151688 0.048455998 0.01846309 0.057965369 0.022086426 0.068085083 0.025942321 0.078430341 0.029884153 0.088472057 0.033710328 0.097533929 0.037163155 0.104802992 0.039932871 0.109357033 0.041668088 0.110211331 0.041993599 0.114036972 0.043451275 0.123432001 0.047031044 0.13909336 0.05299846 0.161414589 0.061503472 0.190374944 0.072538178 0.225439883 0.0858989 0.265485666 0.101157463 0.308760933 0.11764655 0.352896688 0.134463507 0.394972997 0.150495758 0.431646042 0.164469213 0.459333187 0.17501879 0.474447075 0.180777604 0.475230986 0.181076296 0.494694725 0.188492525 0.534811172 0.203778013 0.596517138 0.227289711 0.679551374 0.258928078 

### ( )2 () ()

i 

### f a f xf b         

# 0.782378173 0.298107964 0.90221 0.343767241 1.035133261 0.39441472 1.176331004 0.448215009 1.320386162 0.503104053 1.461640236 0.556925806 1.594576152 0.607578107 1.714191139 0.653154762 1.816326442 0.692071169 1.897925156 0.723162561 1.957197103 0.74574683 1.993679375 0.759647596 2.008191767 0.765177223 2.013686947 0.767271041 2.036302528 0.775888209 2.072497184 0.789679386 2.118371631 0.807158833 2.16996266 0.826816458 2.223510248 0.847219586 2.275678115 0.867097002 2.323714722 0.885400293 2.365548861 0.90134027 2.399820891 0.914398872 2.425856434 0.924319141 2.443593687 0.931077531 2.453477964 0.934843717 2.456337803 0.935933396 2.459419448 0.937107588 2.467227477 0.940082666 2.478521709 0.944386084 2.492123178 0.949568624 2.506977103 0.955228385 2.522192654 0.961025936 2.537061605 0.966691422 2.5510594 0.972024973 2.563832836 0.97689201 2.575178708 0.981215104 2.585017425 0.98496393 2.593365033 0.988144602 2.600306239 0.990789396 2.605970267 0.992947549 2.610510604 0.994677544 2.614089035 0.996041027 2.616863923 0.997098337 2.618982297 0.997905496 2.62057517 0.998512425 2.621755403 0.998962127 2.622617436 0.999290586 2.623238288 0.999527148 2.623679336 0.9996952 2.623988454 0.999812982 2.62420225 0.9998944442.624348199 0.999950055 2.624446556 0.999987532 2.624479279 1

131.0305861**Appendix E-3d (i): Coal Stoker/Sloped Grate/Other CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Coal Stoker/SlopedGrate/Other no 2WVDuPontWashingtonWorks YES Yes Coal Stoker/SlopedGrate/Other no 2WVDuPontWashingtonWorks YES Yes Coal Stoker/SlopedGrate/Other no 2WVDuPontWashingtonWorksUnitID Data Source Source Tab Pollutant Data TypeRun Number P05 ICR Phase I Organic HAP and CO P05 11.02.05 CO ET Sample #1 P05 ICR Phase I Organic HAP and CO P05 11.02.05 CO ET Sample #2 P05 ICR Phase I Organic HAP and CO P05 11.02.05 CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 11/2/2005 15.54706463 2.743871851 0 11/2/2005 17.11382308 2.839886504 0 11/3/2005 16.27018392 2.789334225 0**Appendix E-3d (ii): Coal Stoker/Sloped Grate/Other CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 2.79103086

Variance of natural log of

test runs (σ2) 0.002306862

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.037032486

Denominator for calculation of flatness of z distribution (β2z) 1.60017E-05

Flatness of z distribution

(β2z) 189796.1296

Skewness of z distribution

(√β1z) 0.083302146Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815028 0.999274577 0.996005395 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 16.31662116

exp (2μ + σ2) 266.2321261

exp (σ2) - 1 0.002309525

(σ2/n) + [σ4/(2(n - 1))] 0.000770285

Square root term 1.92101009

Confidence Level 99% 99.9% 99.5%

UPL 1.85E+01 1.91E+01 1.87E+01

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 2.30E-01 1.59E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-3d (ii): Coal Stoker/Sloped Grate/Other CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Stoker/SlopedGrate/Other

Coal 2WVDuPontWashingtonWorks P05 ICR Phase ISource Tab PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Organic HAP and CO P05 11.02.05CO 16.310357212.791800318 3 2ETFuel

/Coal: Bituminous/**Appendix E-3d (iii): Coal Stoker/Sloped Grate/Other CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 189796.13 0.0833021

1.28191E-05 -5=f(a) 3780046 5.12836E-05 1 -4.899 3440066.8 0.000108254 2 -4.798 3122354.4 0.000191541 3 -4.697 2825960.6 0.000311699 4 -4.596 2549957.2 0.000482737 5 -4.495 2293435.5 0.000722884 6 -4.394 2055506.6 0.001055381 7 -4.293 1835301.5 0.001509201 8 -4.192 1631970.9 0.00211959 9 -4.091 1444685.1 0.002928255 10 -3.99 1272634.3 0.003983011 11 -3.889 1115028.3 0.005336641 12 -3.788 971096.96 0.007044702 13 -3.687 840089.53 0.009162036 14 -3.586 721275.21 0.011737744 15 -3.485 613942.9 0.014808506 16 -3.384 517401.26 0.018390248 17 -3.283 430978.68 0.022468367 18 -3.182 354023.33 0.026986991 19 -3.081 285903.1 0.031838041 20 -2.98 226005.66 0.036851195 21 -2.879 173738.4 0.041786149 22 -2.778 128528.47 0.046328794 23 -2.677 89822.795 0.050093016 24 -2.576 57088.011 0.052629767 25 -2.475 29810.526 0.053444685 26 -2.374 7496.4945 0.054864387 27 -2.273 -10328.18 0.059013917 28 -2.172 -24117.85 0.066327014 29 -2.071 -34307.1 0.077126608 30 -1.97 -41310.78 0.091573714 31 -1.869 -45524 0.109619284 32 -1.768 -47322.09 0.130964504 33 -1.667 -47060.65 0.155035237 34 -1.566 -45075.54 0.180975909 35 -1.465 -41682.84 0.207666965 36 -1.364 -37178.9 0.233768244 37 -1.263 -31840.33 0.257788101 38 -1.162 -25923.96 0.278175393 39 -1.061 -19666.9 0.2934285 40 -0.96 -13286.5 0.302213025 41 -0.859 -6980.336 0.303477893 42 -0.758 -926.2737 0.310397159 43 -0.657 4717.5951 0.325698909 44 -0.556 9812.9228

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.349068965 45 -0.455 14241.112

0.379673952 46 -0.354 17903.315 0.416197272 47 -0.253 20720.435 0.456916383 48 -0.152 22633.124 0.49981574 49 -0.051 23601.784 0.54272596 50 0.05 23606.568 0.583476889 51 0.151 22647.378 0.620050745 52 0.252 20743.866 0.650721481 53 0.353 17935.436 0.674168037 54 0.454 14281.237 0.689552012 55 0.555 9860.174 0.696554052 56 0.656 4770.8976 0.697740502 57 0.757 -868.1898 0.706455236 58 0.858 -6918.936 0.721650527 59 0.959 -13223.44 0.741994225 60 1.06 -19604.05 0.765985781 61 1.161 -25863.36 0.792073983 62 1.262 -31784.23 0.818766116 63 1.363 -37129.74 0.844720134 64 1.464 -41643.25 0.868814046 65 1.565 -45048.36 0.890189537 66 1.666 -47048.92 0.908269677 67 1.767 -47329.02 0.922753028 68 1.868 -45553.01 0.933588243 69 1.969 -41365.49 0.940934487 70 2.07 -34391.31 0.945113336 71 2.171 -24235.57 0.946557683 72 2.272 -10483.62 0.947353012 73 2.373 7298.9474 0.949875212 74 2.474 29566.28 0.953629591 75 2.575 56792.279 0.958166551 76 2.676 89470.595 0.963099298 77 2.777 128114.63 0.968112988 78 2.878 173257.53 0.972966598 79 2.979 225452.21 0.977489146 80 3.08 285271.3 0.981571985 81 3.181 353307.22 0.985158778 82 3.282 430172.11 0.988234568 83 3.383 516497.87 0.990815028 84 3.484 612936.16 0.992936678 85 3.585 720158.37 0.994648529 86 3.686 838855.66 0.996005395 87 3.787 969738.92 0.997062846 88 3.888 1113538.8 0.997873705 89 3.989 1271005.7 0.998485842 90 4.09 1442909.8 0.99894103 91 4.191 1630041 0.999274577 92 4.292 1833208.9 0.999515515 93 4.393 2053242.9 0.99968714 94 4.494 2290992.2 0.999807728 95 4.595 2547325.7 0.999891323 96 4.696 28231320.999948512 97 4.797 3119319.5

0.999987129 98 4.898 3436816.4

1 99 4.999 3776570.6distribution of Z Normal distribution

1.48672E-06 5.61986811 2.45094E-06 8.431396494 3.9995E-06 12.48786478 6.46025E-06 18.25640323 1.03291E-05 26.33873313 1.63472E-05 37.49135692 2.56093E-05 52.64000449 3.97118E-05 72.88306598 6.09553E-05 99.47719759 9.26132E-05 133.796888 0.000139285 177.2588335 0.000207351 231.2018973 0.000305546 296.7146973 0.000445674 374.4059796 0.000643469 464.1183185 0.000919619 564.5935966 0.001300942 673.1091117 0.001821704 785.1155232 0.002525035 893.9211353 0.003464389 990.4795271 0.004704958 1063.347019 0.006324913 1098.880209 0.008416337 1081.739011 0.011085658 995.7448314 0.014453386 825.1150854 0.018652949 556.0542191 0.023828414 178.6295775 0.030130931 -311.1976947 0.03771375 -909.5743993 0.046725789 -1603.0262 0.057303789 -2367.264337 0.069563239 -3166.79664 0.083588399 -3955.577571 0.099421884 -4678.858689 0.117054396 -5276.289718 0.136415346 -5686.178823 0.157365126 -5850.662889 0.179689839 -5721.383826 0.203099244 -5265.137635 0.227228529 -4468.881682 0.251644341 -3343.471426 0.275855243 -1925.56239 0.299326439 -277.2582179 0.321498297 1516.69879 0.341807853 3354.134069 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 5122.701595 0.37471238 6708.593826 0.386376486 8005.888808 0.394360216 8925.603528 0.398423793 9403.512241 0.398443914 9405.893285 0.394419966 8932.578045 0.386474058 8016.966242 0.374844865 6723.005896 0.359875719 5139.470552 0.34199778 3372.15763 0.32170943 1534.84276 0.299553264 -260.0690931 0.276092166 -1910.264136 0.25188591 -3330.798256 0.227469632 -4459.325888 0.203335281 -5258.933966 0.17991684 -5718.51759 0.157579839 -5850.898614 0.136615273 -5689.104488 0.117237788 -5281.370506 0.099587708 -4685.494003 0.083736272 -3963.15552 0.069693339 -3174.74129 0.05741676 -2375.072468 0.046822635 -1610.291893 0.037795734 -916.0012662 0.030199481 -316.5998778 0.023885038 174.3356367 0.018699163 552.8646755 0.014490659 822.9575523 0.011115369 994.4986774 0.008439746 1081.254968 0.006343145 1098.997706 0.004718997 1063.90826 0.003475077 991.339853 0.002533081 894.9557162 0.001827693 786.2227363 0.001305351 674.2112021 0.000922829 565.6353059 0.00064578 465.06417 0.00044732 375.2368397 0.000306705 297.4241185 0.000208159 231.7926186 0.000139842 177.7396824 9.29928E-05 134.1802178 6.12113E-05 99.776899 3.98826E-05 73.11312819 2.5722E-05 52.81355981 1.64209E-05 37.62012045 1.03767E-05 26.43274498 6.49066E-06 18.323986294.01874E-06 12.5357229 2.46298E-06 8.464793426 1.49417E-06 5.642842227Absolute values

5.61986811 0.28380334 8.431396494 0.851571046 12.48786478 1.261274343 18.25640323 1.843896727 26.33873313 2.660212046 37.49135692 3.786627049 52.64000449 5.316640454 72.88306598 7.361189664 99.47719759 10.04719696 133.796888 13.51348568 177.2588335 17.90314218 231.2018973 23.35139163 296.7146973 29.96818443 374.4059796 37.81500394 464.1183185 46.87595017 564.5935966 57.02395326 673.1091117 67.98402028 785.1155232 79.29666785 893.9211353 90.28603467 990.4795271 100.0384322 1063.347019 107.3980489 1098.880209 110.9869011 1081.739011 109.2556401 995.7448314 100.570228 825.1150854 83.33662363 556.0542191 56.16147613 178.6295775 18.04158733 311.1976947 31.43096717 909.5743993 91.86701432 1603.0262 161.9056462 2367.264337 239.093698 3166.79664 319.8464606 3955.577571 399.5133346 4678.858689 472.5647275 5276.289718 532.9052615 5686.178823 574.3040612 5850.662889 590.9169517 5721.383826 577.8597664 5265.137635 531.7789011 4468.881682 451.3570498 3343.471426 337.6906141 1925.56239 194.4818014 277.2582179 28.00308001 1516.69879 153.1865777 3354.134069 338.7675409 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 5122.701595 517.3928611 6708.593826 677.5679765 8005.888808 808.5947697 8925.603528 901.4859564 9403.512241 949.7547363 9405.893285 949.9952218 8932.578045 902.1903825 8016.966242 809.7135905 6723.005896 679.0235955 5139.470552 519.0865257 3372.15763 340.5879206 1534.84276 155.0191188 260.0690931 26.26697841 1910.264136 192.9366777 3330.798256 336.4106238 4459.325888 450.3919146 5258.933966 531.1523305 5718.51759 577.5702766 5850.898614 590.94076 5689.104488 574.5995533 5281.370506 533.4184211 4685.494003 473.2348943 3963.15552 400.2787075 3174.74129 320.6488703 2375.072468 239.8823193 1610.291893 162.6394812 916.0012662 92.51612789 316.5998778 31.97658766 174.3356367 17.60789931 552.8646755 55.83933223 822.9575523 83.11871279 994.4986774 100.4443664 1081.254968 109.2067517 1098.997706 110.9987683 1063.90826 107.4547342 991.339853 100.1253252 894.9557162 90.39052733 786.2227363 79.40849637 674.2112021 68.09533141 565.6353059 57.1291659 465.06417 46.97148117 375.2368397 37.89892081 297.4241185 30.03983597 231.7926186 23.41105448 177.7396824 17.95170792 134.1802178 13.552202 99.776899 10.0774668 73.11312819 7.384425947 52.81355981 5.334169541 37.62012045 3.799632165 26.43274498 2.669707243 18.32398629 1.85072261512.5357229 1.266108013 8.464793426 0.854944136 5.642842227 0.284963532Cumulative normalization

0.28380334 1.28191E-05 1.135374385 5.12836E-05 2.396648728 0.000108254 4.240545455 0.000191541 6.900757501 0.000311699 10.68738455 0.000482737 16.004025 0.000722884 23.36521467 0.001055381 33.41241162 0.001509201 46.92589731 0.00211959 64.82903949 0.002928255 88.18043112 0.003983011 118.1486155 0.005336641 155.9636195 0.007044702 202.8395697 0.009162036 259.8635229 0.011737744 327.8475432 0.014808506 407.144211 0.018390248 497.4302457 0.022468367 597.468678 0.026986991 704.8667269 0.031838041 815.853628 0.036851195 925.1092681 0.041786149 1025.679496 0.046328794 1109.01612 0.050093016 1165.177596 0.052629767 1183.219183 0.053444685 1214.65015 0.054864387 1306.517165 0.059013917 1468.422811 0.066327014 1707.516509 0.077126608 2027.36297 0.091573714 2426.876304 0.109619284 2899.441032 0.130964504 3432.346293 0.155035237 4006.650354 0.180975909 4597.567306 0.207666965 5175.427073 0.233768244 5707.205974 0.257788101 6158.563024 0.278175393 6496.253638 0.2934285 6690.735439 0.302213025 6718.738519 0.303477893 6871.925097 0.310397159 7210.692638 0.325698909 

### ( )2 () ()

i 

### f a f xf b         

# 7728.085499 0.349068965 8405.653475 0.379673952 9214.248245 0.416197272 10115.7342 0.456916383 11065.48894 0.49981574 12015.48416 0.54272596 12917.67454 0.583476889 13727.38813 0.620050745 14406.41173 0.650721481 14925.49825 0.674168037 15266.08617 0.689552012 15421.10529 0.696554052 15447.37227 0.697740502 15640.30895 0.706455236 15976.71957 0.721650527 16427.11149 0.741994225 16958.26382 0.765985781 17535.83409 0.792073983 18126.77485 0.818766116 18701.37441 0.844720134 19234.79283 0.868814046 19708.02772 0.890189537 20108.30643 0.908269677 20428.9553 0.922753028 20668.83762 0.933588243 20831.4771 0.940934487 20923.99323 0.945113336 20955.96982 0.946557683 20973.57772 0.947353012 21029.41705 0.949875212 21112.53576 0.953629591 21212.98013 0.958166551 21322.18688 0.963099298 21433.18565 0.968112988 21540.64038 0.972966598 21640.76571 0.977489146 21731.15623 0.981571985 21810.56473 0.985158778 21878.66006 0.988234568 21935.78923 0.990815028 21982.76071 0.992936678 22020.65963 0.994648529 22050.69947 0.996005395 22074.11052 0.997062846 22092.06223 0.997873705 22105.61443 0.998485842 22115.6919 0.99894103 22123.07632 0.999274577 22128.41049 0.999515515 22132.21013 0.99968714 22134.87983 0.999807728 22136.73056 0.99989132322137.99666 0.999948512 22138.85161 0.999987129 22139.13657 1

1117928.211**Appendix E-4a (i): Biomass Dutch Oven/Pile Burner Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

no 1WAWeyerhaeuser_RaymondUnitID Data Source Source Tab Pollutant Data Type Hog Fuel Boiler EU1 ICR Phase I PM and Metals Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase I PM and Metals Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase I PM and Metals Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase I PM and Metals (2) Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase I PM and Metals (2) Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase I PM and Metals (2) Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Hog Fuel Boiler EU1 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ETRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" Sample #111/10/2004 0.001235997 -6.695877569 0 Sample #211/10/2004 0.001214066 -6.713780079 0 Sample #311/10/2004 0.00167599 -6.391351528 0 Sample #19/18/1996 0.002 -6.214608098 0 Sample #29/18/1996 0.002 -6.214608098 0 Sample #39/18/1996 0.002 -6.214608098 0 Sample #18/11/2009 ND 0.0015 -6.502290171 1 Sample #28/11/2009 0.0018 -6.319968614 0 Sample #38/12/2009 ND 0.0006 -7.418580903 1**Appendix E-4a (ii): Biomass Dutch Oven/Pile Burner Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES

Number of sources with test data 1

n 9 n-1 8

Average of natural log of test run values (μ)-6.520630351

Variance of natural log of

test runs (σ2) 0.151574621

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.047457621

Denominator for calculation of flatness of z distribution (β2z) 0.080358826

Flatness of z distribution

(β2z) 77.25567395

Skewness of z distribution

(√β1z) 0.738937936Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990835613 0.999279544 0.996023152 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.001588694

exp (2μ + σ2) 2.52395E-06

exp (σ2) - 1 0.163665132

(σ2/n) + [σ4/(2(n - 1))] 0.018277554

Square root term 0.001286247

Confidence Level 99% 99.9% 99.5%

UPL 3.08E-03 3.43E-03 3.21E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -1.02E+00 -1.74E+00 **SE Skewness** 0.82 0.82 **Skewness Test** normal normal **Kurtosis =** 6.38E-01 3.36E+00 **SE Kurtosis** 1.63 1.63 **Kurtosis Test** normal non-normal **Number of test runs =** 9 9**Appendix E-4a (ii): Biomass Dutch Oven/Pile Burner Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase II - TemplatesPM (filter) Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase I PM and Metals Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase I PM and Metals (2)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.0013-6.645391015 3 2ET Hog Fuel Particulate Matter (PM) filterable

0.001375351-6.589046447 3 2ET /Hog Fuel/ Particulate Matter (PM) filterable

0.002-6.214608098 3 2ET /Hog Fuel/**Appendix E-4a (iii): Biomass Dutch Oven/Pile Burner Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 77.255674 0.7389379

1.24797E-05 -5=f(a) 1466.3783 4.99187E-05 1 -4.899 1334.2399 0.000105359 2 -4.798 1210.7763 0.000186393 3 -4.697 1095.6174 0.000303276 4 -4.596 988.40066 0.000469615 5 -4.495 888.77144 0.00070311 6 -4.394 796.3827 0.001026318 7 -4.293 710.89519 0.001467351 8 -4.192 631.97737 0.002060385 9 -4.091 559.30541 0.002845845 10 -3.99 492.56323 0.003870049 11 -3.889 431.44248 0.00518409 12 -3.788 375.64252 0.006841712 13 -3.687 324.87044 0.00889591 14 -3.586 278.84106 0.011394077 15 -3.485 237.27694 0.014371544 16 -3.384 199.90835 0.017843548 17 -3.283 166.47329 0.021795843 18 -3.182 136.71748 0.026174406 19 -3.081 110.3944 0.030875023 20 -2.98 87.265219 0.035733807 21 -2.879 67.098849 0.040520021 22 -2.778 49.671928 0.044932772 23 -2.677 34.768823 0.048603235 24 -2.576 22.181624 0.051103972 25 -2.475 11.710152 0.05196657 26 -2.374 3.1619519 0.053224886 27 -2.273 -3.647703 0.057065877 28 -2.172 -8.895811 0.063887392 29 -2.071 -12.75165 0.073975413 30 -1.97 -15.37675 0.087454646 31 -1.869 -16.92495 0.10424235 32 -1.768 -17.54233 0.124010736 33 -1.667 -17.36726 0.146163515 34 -1.566 -16.53037 0.169831695 35 -1.465 -15.15457 0.193892604 36 -1.364 -13.35505 0.217014283 37 -1.263 -11.23926 0.237724981 38 -1.162 -8.906939 0.254504737 39 -1.061 -6.450076 0.265893241 40 -0.96 -3.952952 0.270605628 41 -0.859 -1.492113 0.273565175 42 -0.758 0.863619 0.28480307 43 -0.657 3.0531514 0.304459893 44 -0.556 5.0231174

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.332167001 45 -0.455 6.7278778

0.367042538 46 -0.354 8.1295201 0.407729512 47 -0.253 9.1978591 0.452474443 48 -0.152 9.9104368 0.499240841 49 -0.051 10.252522 0.545848067 50 0.05 10.217111 0.590123331 51 0.151 9.8049261 0.630053166 52 0.252 9.0244182 0.663920703 53 0.353 7.8917642 0.690416692 54 0.454 6.4308686 0.708714991 55 0.555 4.6733626 0.718507083 56 0.656 2.6586047 0.719994395 57 0.757 0.4336805 0.726147413 58 0.858 -1.946597 0.738892816 59 0.959 -4.41969 0.756902008 60 1.06 -6.915329 0.778681047 61 1.161 -9.355522 0.802687344 62 1.262 -11.65455 0.827437601 63 1.363 -13.71896 0.85159875 64 1.464 -15.44758 0.874056205 65 1.565 -16.7315 0.893956586 66 1.666 -17.45411 0.910724813 67 1.767 -17.49104 0.924057907 68 1.868 -16.7102 0.933899617 69 1.969 -14.9718 0.94040111 70 2.07 -12.12828 0.943873375 71 2.171 -8.024393 0.944736751 72 2.272 -2.497138 0.946001256 73 2.373 4.6242012 0.948895231 74 2.474 13.51807 0.952938318 75 2.575 24.370642 0.957694654 76 2.676 37.375817 0.96279017 77 2.777 52.735222 0.967921444 78 2.878 70.658212 0.972857415 79 2.979 91.361866 0.977435547 80 3.08 115.07099 0.981554158 81 3.181 142.01813 0.985162505 82 3.282 172.44354 0.988249995 83 3.383 206.59521 0.990835613 84 3.484 244.72885 0.99295831 85 3.585 287.10792 0.994668827 86 3.686 334.00358 0.996023152 87 3.787 385.69473 0.997077622 88 3.888 442.46799 0.997885521 89 3.989 504.61772 0.998494976 90 4.09 572.44599 0.998947872 91 4.191 646.26262 0.999279544 92 4.292 726.38513 0.999519001 93 4.393 813.13878 0.999689489 94 4.494 906.85657 0.999809225 95 4.595 1007.8792 0.999892196 96 4.696 1116.55510.999948936 97 4.797 1233.2405

0.999987238 98 4.898 1358.2992

1 99 4.999 1492.1029distribution of Z Normal distribution

1.48672E-06 0.002180093 2.45094E-06 0.003270142 3.9995E-06 0.004842503 6.46025E-06 0.007077959 1.03291E-05 0.010209278 1.63472E-05 0.014528967 2.56093E-05 0.020394772 3.97118E-05 0.028230904 6.09553E-05 0.03852234 9.26132E-05 0.051799056 0.000139285 0.068606658 0.000207351 0.089459897 0.000305546 0.114776032 0.000445674 0.144786276 0.000643469 0.179425611 0.000919619 0.218204398 0.001300942 0.260069199 0.001821704 0.303265026 0.002525035 0.345216373 0.003464389 0.382449135 0.004704958 0.410579148 0.006324913 0.424394365 0.008416337 0.418055708 0.011085658 0.385435296 0.014453386 0.32059959 0.018652949 0.218428866 0.023828414 0.0753443 0.030130931 -0.109908676 0.03771375 -0.335494403 0.046725789 -0.595830755 0.057303789 -0.881146276 0.069563239 -1.177354496 0.083588399 -1.466335489 0.099421884 -1.726685584 0.117054396 -1.934952309 0.136415346 -2.067316187 0.157365126 -2.101619447 0.179689839 -2.019581663 0.203099244 -1.80899255 0.227228529 -1.465641362 0.251644341 -0.994737986 0.275855243 -0.411607273 0.299326439 0.258503999 0.321498297 0.981582972 0.341807853 1.716940987 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.420099661 0.37471238 3.046231818 0.386376486 3.553836491 0.394360216 3.908282001 0.398423793 4.084848706 0.398443914 4.07094559 0.394419966 3.867258607 0.386474058 3.487703506 0.374844865 2.958187293 0.359875719 2.314313453 0.34199778 1.598279635 0.32170943 0.855298212 0.299553264 0.12991041 0.276092166 -0.537440318 0.25188591 -1.113257526 0.227469632 -1.573027337 0.203335281 -1.902307664 0.17991684 -2.096849336 0.157579839 -2.161831115 0.136615273 -2.110374965 0.117237788 -1.961564548 0.099587708 -1.73821478 0.083736272 -1.464634236 0.069693339 -1.164589833 0.05741676 -0.859632073 0.046822635 -0.567878112 0.037795734 -0.303287809 0.030199481 -0.075412267 0.023885038 0.110449222 0.018699163 0.252776596 0.014490659 0.353146673 0.011115369 0.415446003 0.008439746 0.445071897 0.006343145 0.448195301 0.004718997 0.431136358 0.003475077 0.399880607 0.002533081 0.359743391 0.001827693 0.315173921 0.001305351 0.269679335 0.000922829 0.225842899 0.00064578 0.185408671 0.00044732 0.149406451 0.000306705 0.118294637 0.000208159 0.092103493 0.000139842 0.070566632 9.29928E-05 0.053233353 6.12113E-05 0.039558563 3.98826E-05 0.028970124 2.5722E-05 0.020915574 1.64209E-05 0.014891388 1.03767E-05 0.010458425 6.49066E-06 0.0072471784.01874E-06 0.004956068 2.46298E-06 0.003345457 1.49417E-06 0.002229457Absolute values

0.002180093 0.000110095 0.003270142 0.000330284 0.004842503 0.000489093 0.007077959 0.000714874 0.010209278 0.001031137 0.014528967 0.001467426 0.020394772 0.002059872 0.028230904 0.002851321 0.03852234 0.003890756 0.051799056 0.005231705 0.068606658 0.006929273 0.089459897 0.00903545 0.114776032 0.011592379 0.144786276 0.014623414 0.179425611 0.018121987 0.218204398 0.022038644 0.260069199 0.026266989 0.303265026 0.030629768 0.345216373 0.034866854 0.382449135 0.038627363 0.410579148 0.041468494 0.424394365 0.042863831 0.418055708 0.042223626 0.385435296 0.038928965 0.32059959 0.032380559 0.218428866 0.022061315 0.0753443 0.007609774 0.109908676 0.011100776 0.335494403 0.033884935 0.595830755 0.060178906 0.881146276 0.088995774 1.177354496 0.118912804 1.466335489 0.148099884 1.726685584 0.174395244 1.934952309 0.195430183 2.067316187 0.208798935 2.101619447 0.212263564 2.019581663 0.203977748 1.80899255 0.182708248 1.465641362 0.148029778 0.994737986 0.100468537 0.411607273 0.041572335 0.258503999 0.026108904 0.981582972 0.09913988 1.716940987 0.17341104 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.420099661 0.244430066 3.046231818 0.307669414 3.553836491 0.358937486 3.908282001 0.394736482 4.084848706 0.412569719 4.07094559 0.411165505 3.867258607 0.390593119 3.487703506 0.352258054 2.958187293 0.298776917 2.314313453 0.233745659 1.598279635 0.161426243 0.855298212 0.086385119 0.12991041 0.013120951 0.537440318 0.054281472 1.113257526 0.11243901 1.573027337 0.158875761 1.902307664 0.192133074 2.096849336 0.211781783 2.161831115 0.218344943 2.110374965 0.213147871 1.961564548 0.198118019 1.73821478 0.175559693 1.464634236 0.147928058 1.164589833 0.117623573 0.859632073 0.086822839 0.567878112 0.057355689 0.303287809 0.030632069 0.075412267 0.007616639 0.110449222 0.011155371 0.252776596 0.025530436 0.353146673 0.035667814 0.415446003 0.041960046 0.445071897 0.044952262 0.448195301 0.045267725 0.431136358 0.043544772 0.399880607 0.040387941 0.359743391 0.036334083 0.315173921 0.031832566 0.269679335 0.027237613 0.225842899 0.022810133 0.185408671 0.018726276 0.149406451 0.015090052 0.118294637 0.011947758 0.092103493 0.009302453 0.070566632 0.00712723 0.053233353 0.005376569 0.039558563 0.003995415 0.028970124 0.002925983 0.020915574 0.002112473 0.014891388 0.00150403 0.010458425 0.001056301 0.007247178 0.0007319650.004956068 0.000500563 0.003345457 0.000337891 0.002229457 0.000112588Cumulative normalization

0.000110095 1.24797E-05 0.000440379 4.99187E-05 0.000929472 0.000105359 0.001644346 0.000186393 0.002675483 0.000303276 0.004142908 0.000469615 0.00620278 0.00070311 0.009054102 0.001026318 0.012944858 0.001467351 0.018176563 0.002060385 0.025105835 0.002845845 0.034141285 0.003870049 0.045733664 0.00518409 0.060357078 0.006841712 0.078479064 0.00889591 0.100517709 0.011394077 0.126784698 0.014371544 0.157414465 0.017843548 0.192281319 0.021795843 0.230908682 0.026174406 0.272377176 0.030875023 0.315241007 0.035733807 0.357464633 0.040520021 0.396393598 0.044932772 0.428774157 0.048603235 0.450835472 0.051103972 0.458445246 0.05196657 0.469546023 0.053224886 0.503430957 0.057065877 0.563609863 0.063887392 0.652605637 0.073975413 0.771518441 0.087454646 0.919618326 0.10424235 1.09401357 0.124010736 1.289443753 0.146163515 1.498242688 0.169831695 1.710506252 0.193892604 1.914484 0.217014283 2.097192248 0.237724981 2.245222025 0.254504737 2.345690562 0.265893241 2.387262896 0.270605628 2.4133718 0.273565175 2.51251168 0.28480307 2.68592272 0.304459893 

### ( )2 () ()

i 

### f a f xf b         

# 2.930352786 0.332167001 3.2380222 0.367042538 3.596959685 0.407729512 3.991696167 0.452474443 4.404265887 0.499240841 4.815431391 0.545848067 5.20602451 0.590123331 5.558282565 0.630053166 5.857059481 0.663920703 6.09080514 0.690416692 6.252231383 0.708714991 6.338616502 0.718507083 6.351737454 0.719994395 6.406018926 0.726147413 6.518457936 0.738892816 6.677333697 0.756902008 6.869466771 0.778681047 7.081248554 0.802687344 7.299593497 0.827437601 7.512741368 0.85159875 7.710859387 0.874056205 7.88641908 0.893956586 8.034347138 0.910724813 8.151970711 0.924057907 8.238793551 0.933899617 8.29614924 0.94040111 8.326781309 0.943873375 8.334397948 0.944736751 8.345553319 0.946001256 8.371083755 0.948895231 8.406751569 0.952938318 8.448711615 0.957694654 8.493663877 0.96279017 8.538931602 0.967921444 8.582476375 0.972857415 8.622864316 0.977435547 8.659198398 0.981554158 8.691030964 0.985162505 8.718268577 0.988249995 8.74107871 0.990835613 8.759804986 0.99295831 8.774895037 0.994668827 8.786842796 0.996023152 8.796145248 0.997077622 8.803272478 0.997885521 8.808649047 0.998494976 8.812644462 0.998947872 8.815570444 0.999279544 8.817682917 0.999519001 8.819186947 0.999689489 8.820243248 0.999809225 8.820975213 0.9998921968.821475776 0.999948936 8.821813667 0.999987238 8.821926255 1

444.5585754**Appendix E-4b (i): Biomass Dutch Oven/Pile Burner TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass Dutch Oven/Pile Burner

No 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

No 1WAWeyerhaeuser_Raymond YES Yes Wet Biomass Dutch Oven/Pile Burner

No 1WAWeyerhaeuser_RaymondUnitID Data Source Source Tab Pollutant Data Type Hog Fuel Boiler EU1 ICR Phase II - Templates Metals TSM8 ET Hog Fuel Boiler EU1 ICR Phase II - Templates Metals TSM8 ET Hog Fuel Boiler EU1 ICR Phase II - Templates Metals TSM8 ETRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" Sample #18/11/2009 2.34242E-05 -10.66174004 0 Sample #28/11/2009 1.38818E-05 -11.18492999 0 Sample #38/12/2009 9.24988E-06 -11.59089953 0**Appendix E-4b (ii): Biomass Dutch Oven/Pile Burner TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-11.14585652

Variance of natural log of

test runs (σ2) 0.216979393

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 7.846688818

Denominator for calculation of flatness of z distribution (β2z) 0.176154768

Flatness of z distribution

(β2z) 46.54428845

Skewness of z distribution

(√β1z) 0.921485136Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990829339 0.999282262 0.996028787 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.60891E-05

exp (2μ + σ2) 2.5886E-10

exp (σ2) - 1 0.242318501

(σ2/n) + [σ4/(2(n - 1))] 0.084096479

Square root term 1.95985E-05

Confidence Level 99% 99.9% 99.5%

UPL 3.88E-05 4.41E-05 4.08E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 9.67E-01 3.75E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4b (ii): Biomass Dutch Oven/Pile Burner TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Dutch Oven/Pile Burner

Wet Biomass1WAWeyerhaeuser_Raymond Hog Fuel Boiler EU1ICR Phase II - TemplatesMetalsPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 1.55186E-05-11.07346844 3 2ET Hog Fuel**Appendix E-4b (iii): Biomass Dutch Oven/Pile Burner Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 46.544288 0.9214851

1.21587E-05 -5=f(a) 851.36318 4.86259E-05 1 -4.899 774.45515 0.000102613 2 -4.798 702.60973 0.000181502 3 -4.697 635.61036 0.000295258 4 -4.596 573.24499 0.000457097 5 -4.495 515.30611 0.000684203 6 -4.394 461.59075 0.00099846 7 -4.293 411.90046 0.001427122 8 -4.192 366.04131 0.002003298 9 -4.091 323.82394 0.002766113 10 -3.99 285.06348 0.003760346 11 -3.889 249.5796 0.005035325 12 -3.788 217.19653 0.006642838 13 -3.687 187.743 0.008633823 14 -3.586 161.05227 0.011053638 15 -3.485 136.96216 0.013935793 16 -3.384 115.315 0.017294182 17 -3.283 95.957647 0.021114016 18 -3.182 78.741502 0.025341945 19 -3.081 63.522493 0.029876098 20 -2.98 50.161077 0.034557109 21 -2.879 38.522244 0.039161458 22 -2.778 28.475517 0.043398647 23 -2.677 19.894946 0.046913819 24 -2.576 12.659117 0.049297331 25 -2.475 6.6511427 0.050102437 26 -2.374 1.7586703 0.0513332 27 -2.273 -2.126123 0.055033178 28 -2.172 -5.106529 0.061569592 29 -2.071 -7.281307 0.071196818 30 -1.97 -8.744688 0.084008537 31 -1.869 -9.586367 0.099893357 32 -1.768 -9.891513 0.118499158 33 -1.667 -9.74076 0.139211581 34 -1.566 -9.210212 0.161151603 35 -1.465 -8.371442 0.183196011 36 -1.364 -7.291492 0.204022745 37 -1.263 -6.032872 0.222180712 38 -1.162 -4.653561 0.236180976 39 -1.061 -3.207006 0.24460346 40 -0.96 -1.742126 0.246210893 41 -0.859 -0.303304 0.25236184 42 -0.758 1.0696049 0.266823067 43 -0.657 2.3412777 0.289681685 44 -0.556 3.4809228

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.320519635 45 -0.455 4.4622797

0.35841238 46 -0.354 5.2636194 0.401969121 47 -0.253 5.8677439 0.449412843 48 -0.152 6.2619863 0.498694356 49 -0.051 6.4382112 0.547630847 50 0.05 6.3928143 0.594056782 51 0.151 6.1267226 0.635973588 52 0.252 5.6453944 0.671684699 53 0.353 4.958819 0.699904095 54 0.454 4.0815172 0.719829332 55 0.555 3.0325408 0.731173832 56 0.656 1.8354731 0.734157403 57 0.757 0.5184284 0.73885673 58 0.858 -0.885948 0.750182873 59 0.959 -2.340478 0.766804567 60 1.06 -3.803455 0.787230174 61 1.161 -5.228639 0.809923454 62 1.262 -6.56526 0.833410306 63 1.363 -7.758015 0.856368381 64 1.464 -8.747072 0.877694039 65 1.565 -9.468066 0.896543901 66 1.666 -9.852102 0.91235103 67 1.767 -9.825753 0.924818088 68 1.868 -9.311061 0.933891623 69 1.969 -8.225537 0.939722705 70 2.07 -6.48216 0.942619526 71 2.171 -3.989379 0.942997297 72 2.272 -0.651111 0.944664528 73 2.373 3.6332582 0.947886588 74 2.474 8.9688745 0.952192084 75 2.575 15.465414 0.957154339 76 2.676 23.237085 0.962408256 77 2.777 32.402627 0.967658837 78 2.878 43.085309 0.972682661 79 2.979 55.412934 0.977323904 80 3.08 69.517834 0.981486612 81 3.181 85.536873 0.985124795 82 3.282 103.61145 0.988231703 83 3.383 123.88748 0.990829339 84 3.484 146.51544 0.992958963 85 3.585 171.6503 0.994673036 86 3.686 199.45159 0.996028787 87 3.787 230.08336 0.99708342 88 3.888 263.71419 0.997890803 89 3.989 300.51719 0.998499438 90 4.09 340.67002 0.998951437 91 4.191 384.35485 0.999282262 92 4.292 431.75838 0.999520982 93 4.393 483.07186 0.999690865 94 4.494 538.49105 0.999810124 95 4.595 598.21626 0.999892731 96 4.696 662.452310.999949201 97 4.797 731.40858

0.999987307 98 4.898 805.29896

1 99 4.999 884.34187distribution of Z Normal distribution

1.48672E-06 0.001265738 2.45094E-06 0.001898143 3.9995E-06 0.00281009 6.46025E-06 0.0041062 1.03291E-05 0.005921098 1.63472E-05 0.008423836 2.56093E-05 0.011820998 3.97118E-05 0.016357295 6.09553E-05 0.022312141 9.26132E-05 0.029990367 0.000139285 0.03970506 0.000207351 0.051750504 0.000305546 0.066363511 0.000445674 0.083672155 0.000643469 0.103632164 0.000919619 0.125953017 0.001300942 0.150018146 0.001821704 0.174806415 0.002525035 0.198825014 0.003464389 0.220066616 0.004704958 0.236005735 0.006324913 0.243649835 0.008416337 0.239659556 0.011085658 0.220548581 0.014453386 0.182967107 0.018652949 0.124063424 0.023828414 0.041906326 0.030130931 -0.064062066 0.03771375 -0.192586354 0.046725789 -0.34022484 0.057303789 -0.501103741 0.069563239 -0.666858765 0.083588399 -0.826815746 0.099421884 -0.968444702 0.117054396 -1.078095807 0.136415346 -1.141993192 0.157365126 -1.147426565 0.179689839 -1.084045767 0.203099244 -0.945134652 0.227228529 -0.728723346 0.251644341 -0.438396065 0.275855243 -0.083667958 0.299326439 0.320161023 0.321498297 0.752716777 0.341807853 1.189806732 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.605136431 0.37471238 1.972343369 0.386376486 2.26715825 0.394360216 2.469478254 0.398423793 2.56513651 0.398443914 2.547177946 0.394419966 2.41650173 0.386474058 2.181798475 0.374844865 1.858787836 0.359875719 1.468838925 0.34199778 1.037122225 0.32170943 0.590488996 0.299553264 0.155296907 0.276092166 -0.244603223 0.25188591 -0.5895335 0.227469632 -0.865170563 0.203335281 -1.063166827 0.17991684 -1.181200786 0.157579839 -1.22250674 0.136615273 -1.194983582 0.117237788 -1.110015091 0.099587708 -0.981148239 0.083736272 -0.822771916 0.069693339 -0.648918928 0.05741676 -0.472283682 0.046822635 -0.303511831 0.037795734 -0.150781526 0.030199481 -0.019663225 0.023885038 0.08678051 0.018699163 0.167710443 0.014490659 0.224104047 0.011115369 0.258288779 0.008439746 0.27346995 0.006343145 0.273296376 0.004718997 0.261493461 0.003475077 0.241579852 0.002533081 0.216671806 0.001827693 0.18936996 0.001305351 0.161716693 0.000922829 0.135208702 0.00064578 0.110848399 0.00044732 0.089218666 0.000306705 0.070567797 0.000208159 0.054894361 0.000139842 0.042024855 9.29928E-05 0.031679858 6.12113E-05 0.023526853 3.98826E-05 0.017219645 2.5722E-05 0.012425585 1.64209E-05 0.0088425 1.03767E-05 0.00620749 6.49066E-06 0.0042997524.01874E-06 0.002939338 2.46298E-06 0.001983431 1.49417E-06 0.001321358Absolute values

0.001265738 6.39198E-05 0.001898143 0.000191712 0.00281009 0.000283819 0.0041062 0.000414726 0.005921098 0.000598031 0.008423836 0.000850807 0.011820998 0.001193921 0.016357295 0.001652087 0.022312141 0.002253526 0.029990367 0.003029027 0.03970506 0.004010211 0.051750504 0.005226801 0.066363511 0.006702715 0.083672155 0.008450888 0.103632164 0.010466849 0.125953017 0.012721255 0.150018146 0.015151833 0.174806415 0.017655448 0.198825014 0.020081326 0.220066616 0.022226728 0.236005735 0.023836579 0.243649835 0.024608633 0.239659556 0.024205615 0.220548581 0.022275407 0.182967107 0.018479678 0.124063424 0.012530406 0.041906326 0.004232539 0.064062066 0.006470269 0.192586354 0.019451222 0.34022484 0.034362709 0.501103741 0.050611478 0.666858765 0.067352735 0.826815746 0.08350839 0.968444702 0.097812915 1.078095807 0.108887677 1.141993192 0.115341312 1.147426565 0.115890083 1.084045767 0.109488623 0.945134652 0.0954586 0.728723346 0.073601058 0.438396065 0.044278003 0.083667958 0.008450464 0.320161023 0.032336263 0.752716777 0.076024394 1.189806732 0.12017048 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.605136431 0.16211878 1.972343369 0.19920668 2.26715825 0.228982983 2.469478254 0.249417304 2.56513651 0.259078788 2.547177946 0.257264973 2.41650173 0.244066675 2.181798475 0.220361646 1.858787836 0.187737571 1.468838925 0.148352731 1.037122225 0.104749345 0.590488996 0.059639389 0.155296907 0.015684988 0.244603223 0.024704926 0.5895335 0.059542883 0.865170563 0.087382227 1.063166827 0.10737985 1.181200786 0.119301279 1.22250674 0.123473181 1.194983582 0.120693342 1.110015091 0.112111524 0.981148239 0.099095972 0.822771916 0.083099964 0.648918928 0.065540812 0.472283682 0.047700652 0.303511831 0.030654695 0.150781526 0.015228934 0.019663225 0.001985986 0.08678051 0.008764832 0.167710443 0.016938755 0.224104047 0.022634509 0.258288779 0.026087167 0.27346995 0.027620465 0.273296376 0.027602934 0.261493461 0.02641084 0.241579852 0.024399565 0.216671806 0.021883852 0.18936996 0.019126366 0.161716693 0.016333386 0.135208702 0.013656079 0.110848399 0.011195688 0.089218666 0.009011085 0.070567797 0.007127347 0.054894361 0.005544331 0.042024855 0.00424451 0.031679858 0.003199666 0.023526853 0.002376212 0.017219645 0.001739184 0.012425585 0.001254984 0.0088425 0.000893092 0.00620749 0.000626956 0.004299752 0.0004342750.002939338 0.000296873 0.001983431 0.000200327 0.001321358 6.67286E-05Cumulative normalization

6.39198E-05 1.21587E-05 0.000255632 4.86259E-05 0.000539451 0.000102613 0.000954177 0.000181502 0.001552208 0.000295258 0.002403016 0.000457097 0.003596937 0.000684203 0.005249023 0.00099846 0.00750255 0.001427122 0.010531577 0.002003298 0.014541788 0.002766113 0.019768589 0.003760346 0.026471303 0.005035325 0.034922191 0.006642838 0.045389039 0.008633823 0.058110294 0.011053638 0.073262127 0.013935793 0.090917575 0.017294182 0.110998901 0.021114016 0.133225629 0.025341945 0.157062208 0.029876098 0.181670842 0.034557109 0.205876457 0.039161458 0.228151864 0.043398647 0.246631541 0.046913819 0.259161947 0.049297331 0.263394486 0.050102437 0.269864755 0.0513332 0.289315977 0.055033178 0.323678685 0.061569592 0.374290163 0.071196818 0.441642899 0.084008537 0.525151289 0.099893357 0.622964204 0.118499158 0.73185188 0.139211581 0.847193193 0.161151603 0.963083276 0.183196011 1.072571898 0.204022745 1.168030498 0.222180712 1.241631556 0.236180976 1.285909559 0.24460346 1.294360022 0.246210893 1.326696286 0.25236184 1.40272068 0.266823067 1.52289116 0.289681685 

### ( )2 () ()

i 

### f a f xf b         

# 1.68500994 0.320519635 1.88421662 0.35841238 2.113199603 0.401969121 2.362616907 0.449412843 2.621695694 0.498694356 2.878960667 0.547630847 3.123027342 0.594056782 3.343388988 0.635973588 3.531126559 0.671684699 3.67947929 0.699904095 3.784228635 0.719829332 3.843868024 0.731173832 3.859553011 0.734157403 3.884257937 0.73885673 3.94380082 0.750182873 4.031183047 0.766804567 4.138562897 0.787230174 4.257864176 0.809923454 4.381337357 0.833410306 4.502030699 0.856368381 4.614142223 0.877694039 4.713238195 0.896543901 4.796338159 0.91235103 4.86187897 0.924818088 4.909579622 0.933891623 4.940234317 0.939722705 4.955463251 0.942619526 4.957449237 0.942997297 4.966214069 0.944664528 4.983152823 0.947886588 5.005787332 0.952192084 5.031874499 0.957154339 5.059494964 0.962408256 5.087097898 0.967658837 5.113508737 0.972682661 5.137908302 0.977323904 5.159792155 0.981486612 5.17891852 0.985124795 5.195251906 0.988231703 5.208907985 0.990829339 5.220103674 0.992958963 5.229114759 0.994673036 5.236242106 0.996028787 5.241786437 0.99708342 5.246030947 0.997890803 5.249230613 0.998499438 5.251606825 0.998951437 5.253346009 0.999282262 5.254600993 0.999520982 5.255494086 0.999690865 5.256121042 0.999810124 5.256555317 0.9998927315.25685219 0.999949201 5.257052517 0.999987307 5.257119246 1

264.3329514**Appendix E-4c (i): Biomass Fluidized Bed Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass FB no 3GATempleInlandRome YES Yes Wet Biomass FB no 3GATempleInlandRome YES Yes Wet Biomass FB no 3GATempleInlandRomeUnitID Data Source Source Tab Pollutant Data TypeRun Number WF ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 1 WF ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 2 WF ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 7/27/2009 7.56E-03 -4.884382042 0 7/28/2009 6.85E-03 -4.983863293 0 7/28/2009 5.54E-03 -5.195883139 0**Appendix E-4c (ii): Biomass Fluidized Bed Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-5.021376158

Variance of natural log of

test runs (σ2) 0.025313645

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.420148265

Denominator for calculation of flatness of z distribution (β2z) 0.00197173

Flatness of z distribution

(β2z) 1736.59287

Skewness of z distribution

(√β1z) 0.279696924Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815677 0.999274711 0.996005903 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.006679452

exp (2μ + σ2) 4.46151E-05

exp (σ2) - 1 0.025636755

(σ2/n) + [σ4/(2(n - 1))] 0.008598077

Square root term 0.002623698

Confidence Level 99% 99.9% 99.5%

UPL 9.73E-03 1.04E-02 9.99E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -8.33E-01 -1.00E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4c (ii): Biomass Fluidized Bed Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Wet Biomass3GATempleInlandRomeWF ICR Phase II - ERT ERTPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.006650225-5.013104547 3 2ET Wood: Bark**Appendix E-4c (iii): Biomass Fluidized Bed Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 1736.5929 0.2796969

1.28124E-05 -5=f(a) 34523.264 5.12569E-05 1 -4.899 31418.185 0.000108198 2 -4.798 28516.479 0.000191441 3 -4.697 25809.487 0.000311537 4 -4.596 23288.729 0.000482485 5 -4.495 20945.906 0.000722506 6 -4.394 18772.9 0.001054828 7 -4.293 16761.773 0.001508411 8 -4.192 14904.766 0.002118481 9 -4.091 13194.303 0.002926726 10 -3.99 11622.986 0.003980936 11 -3.889 10183.599 0.005333871 12 -3.788 8869.1066 0.007041066 13 -3.687 7672.652 0.009157345 14 -3.586 6587.5602 0.011731799 15 -3.485 5607.3362 0.014801114 16 -3.384 4725.6655 0.018381247 17 -3.283 3936.4139 0.022457657 18 -3.182 3233.6278 0.026974581 19 -3.081 2611.5336 0.031824107 20 -2.98 2064.5386 0.036836152 21 -2.879 1587.2301 0.041770739 22 -2.778 1174.3759 0.046314183 23 -2.677 820.92438 0.05008091 24 -2.576 522.00409 0.052622526 25 -2.475 272.9241 0.053445445 26 -2.374 69.173822 0.054853118 27 -2.273 -93.57689 0.0589856 28 -2.172 -219.4778 0.066275555 29 -2.071 -312.4983 0.077044796 30 -1.97 -376.4274 0.091453207 31 -1.869 -414.8735 0.109450649 32 -1.768 -431.265 0.130737308 33 -1.667 -428.8496 0.15473819 34 -1.566 -410.6945 0.180597055 35 -1.465 -379.687 0.207193925 36 -1.364 -338.5334 0.233188486 37 -1.263 -289.76 0.25708924 38 -1.162 -235.7126 0.277345492 39 -1.061 -178.5565 0.292456365 40 -0.96 -120.2768 0.301088477 41 -0.859 -62.67802 0.302191992 42 -0.758 -7.384358 0.309280128 43 -0.657 44.160383 0.324756725 44 -0.556 90.692816

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348306002 45 -0.455 131.12994

0.379092981 46 -0.354 164.56917 0.41579951 47 -0.253 190.2883 0.456701584 48 -0.152 207.74553 0.499782315 49 -0.051 216.57945 0.542871115 50 0.05 216.60908 0.583796767 51 0.151 207.83379 0.620540561 52 0.252 190.43339 0.651375646 53 0.353 164.76807 0.67498027 54 0.454 131.37841 0.690515424 55 0.555 90.985403 0.697661227 56 0.656 44.490442 0.69871179 57 0.757 -7.024693 0.707298909 58 0.858 -62.29782 0.722375187 59 0.959 -119.8863 0.742608732 60 1.06 -178.1673 0.766499168 61 1.161 -235.3373 0.792495362 62 1.262 -289.4126 0.819104572 63 1.363 -338.229 0.844984617 64 1.464 -379.4418 0.869013253 65 1.565 -410.5263 0.890331803 66 1.666 -428.7769 0.908362878 67 1.767 -431.3079 0.922804487 68 1.868 -415.0532 0.93360467 69 1.969 -376.7661 0.940921925 70 2.07 -313.0198 0.945077146 71 2.171 -220.2068 0.946502533 72 2.272 -94.5394 0.947312821 73 2.373 67.950578 0.949846615 74 2.474 271.41168 0.953609807 75 2.575 520.17287 0.958153325 76 2.676 818.7435 0.96309084 77 2.777 1171.8133 0.968107903 78 2.878 1584.2525 0.972963826 79 2.979 2061.1115 0.977487898 80 3.08 2607.6214 0.981571691 81 3.181 3229.1935 0.985159037 82 3.282 3931.4195 0.988235109 83 3.383 4720.0716 0.990815677 84 3.484 5601.1023 0.992937328 85 3.585 6580.6445 0.994649122 86 3.686 7665.0117 0.996005903 87 3.787 8860.6975 0.997063263 88 3.888 10174.376 0.997874034 89 3.989 11612.902 0.998486094 90 4.09 13183.31 0.998941217 91 4.191 14892.816 0.999274711 92 4.292 16748.814 0.999515609 93 4.393 18758.883 0.999687203 94 4.494 20930.777 0.999807768 95 4.595 23272.434 0.999891346 96 4.696 25791.9710.999948523 97 4.797 28497.687

0.999987131 98 4.898 31398.058

1 99 4.999 34501.744distribution of Z Normal distribution

1.48672E-06 0.05132641 2.45094E-06 0.077004078 3.9995E-06 0.114051735 6.46025E-06 0.166735656 1.03291E-05 0.240551338 1.63472E-05 0.342407908 2.56093E-05 0.480760088 3.97118E-05 0.665639594 6.09553E-05 0.908523761 9.26132E-05 1.221966401 0.000139285 1.618907333 0.000207351 2.111576382 0.000305546 2.709919203 0.000445674 3.419500771 0.000643469 4.2388915 0.000919619 5.156613269 0.001300942 6.147817504 0.001821704 7.170980422 0.002525035 8.165021819 0.003464389 9.047368052 0.004704958 9.71356635 0.006324913 10.03909174 0.008416337 9.883943958 0.011085658 9.100487339 0.014453386 7.544726927 0.018652949 5.090839199 0.023828414 1.648302499 0.030130931 -2.819558907 0.03771375 -8.277331562 0.046725789 -14.60173077 0.057303789 -21.57071484 0.069563239 -28.85994762 0.083588399 -36.04875245 0.099421884 -42.63703067 0.117054396 -48.07360155 0.136415346 -51.79512762 0.157365126 -53.27334753 0.179689839 -52.06692541 0.203099244 -47.87304476 0.227228529 -40.5731332 0.251644341 -30.2669751 0.275855243 -17.2900591 0.299326439 -2.210333612 0.321498297 14.19748803 0.341807853 30.9995166 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 47.16903954 0.37471238 61.66610574 0.386376486 73.52292412 0.394360216 81.926571 0.398423793 86.29040787 0.398443914 86.30656887 0.394419966 81.97379732 0.386474058 73.59756536 0.374844865 61.76246326 0.359875719 47.27989862 0.34199778 31.11680593 0.32170943 14.31299459 0.299553264 -2.10426965 0.276092166 -17.19993901 0.25188591 -30.19768143 0.227469632 -40.52765097 0.203335281 -47.85237751 0.17991684 -52.0701974 0.157579839 -53.29806397 0.136615273 -51.83755087 0.117237788 -48.12919324 0.099587708 -42.70090894 0.083736272 -36.11611817 0.069693339 -28.92644314 0.05741676 -21.63269112 0.046822635 -14.65641185 0.037795734 -8.322877855 0.030199481 -2.855040795 0.023885038 1.623002141 0.018699163 5.075171197 0.014490659 7.53764778 0.011115369 9.100636111 0.008439746 9.889807083 0.006343145 10.04914363 0.004718997 9.726378835 0.003475077 9.061686226 0.002533081 8.179807872 0.001827693 7.185429578 0.001305351 6.161351877 0.000922829 5.168860006 0.00064578 4.249651339 0.00044732 3.428712352 0.000306705 2.717623344 0.000208159 2.117883304 0.000139842 1.623968675 9.29928E-05 1.225952844 6.12113E-05 0.911608335 3.98826E-05 0.66798619 2.5722E-05 0.482516401 1.64209E-05 0.34370189 1.03767E-05 0.24149025 6.49066E-06 0.1674068844.01874E-06 0.114524691 2.46298E-06 0.077332636 1.49417E-06 0.051551504Absolute values

0.05132641 0.002591984 0.077004078 0.007777412 0.114051735 0.011519225 0.166735656 0.016840301 0.240551338 0.024295685 0.342407908 0.034583199 0.480760088 0.048556769 0.665639594 0.067229599 0.908523761 0.0917609 1.221966401 0.123418606 1.618907333 0.163509641 2.111576382 0.213269215 2.709919203 0.27370184 3.419500771 0.345369578 4.2388915 0.428128041 5.156613269 0.52081794 6.147817504 0.620929568 7.170980422 0.724269023 8.165021819 0.824667204 9.047368052 0.913784173 9.71356635 0.981070201 10.03909174 1.013948265 9.883943958 0.99827834 9.100487339 0.919149221 7.544726927 0.76201742 5.090839199 0.514174759 1.648302499 0.166478552 2.819558907 0.28477545 8.277331562 0.836010488 14.60173077 1.474774808 21.57071484 2.178642198 28.85994762 2.914854709 36.04875245 3.640923998 42.63703067 4.306340097 48.07360155 4.855433757 51.79512762 5.231307889 53.27334753 5.3806081 52.06692541 5.258759467 47.87304476 4.83517752 40.5731332 4.097886453 30.2669751 3.056964485 17.2900591 1.746295969 2.210333612 0.223243695 14.19748803 1.433946291 30.9995166 3.130951177 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 47.16903954 4.764072993 61.66610574 6.22827668 73.52292412 7.425815336 81.926571 8.274583671 86.29040787 8.715331195 86.30656887 8.716963456 81.97379732 8.279353529 73.59756536 7.433354102 61.76246326 6.238008789 47.27989862 4.77526976 31.11680593 3.142797399 14.31299459 1.445612454 2.10426965 0.212531235 17.19993901 1.73719384 30.19768143 3.049965824 40.52765097 4.093292748 47.85237751 4.833090128 52.0701974 5.259089937 53.29806397 5.383104461 51.83755087 5.235592638 48.12919324 4.861048518 42.70090894 4.312791803 36.11611817 3.647727935 28.92644314 2.921570757 21.63269112 2.184901803 14.65641185 1.480297597 8.322877855 0.840610663 2.855040795 0.28835912 1.623002141 0.163923216 5.075171197 0.512592291 7.53764778 0.761302426 9.100636111 0.919164247 9.889807083 0.998870515 10.04914363 1.014963507 9.726378835 0.982364262 9.061686226 0.915230309 8.179807872 0.826160595 7.185429578 0.725728387 6.161351877 0.62229654 5.168860006 0.522054861 4.249651339 0.429214785 3.428712352 0.346299948 2.717623344 0.274479958 2.117883304 0.213906214 1.623968675 0.164020836 1.225952844 0.123821237 0.911608335 0.092072442 0.66798619 0.067466605 0.482516401 0.048734156 0.34370189 0.034713891 0.24149025 0.024390515 0.167406884 0.0169080950.114524691 0.011566994 0.077332636 0.007810596 0.051551504 0.002603351Cumulative normalization

0.002591984 1.28124E-05 0.010369396 5.12569E-05 0.021888621 0.000108198 0.038728922 0.000191441 0.063024607 0.000311537 0.097607806 0.000482485 0.146164575 0.000722506 0.213394174 0.001054828 0.305155073 0.001508411 0.42857368 0.002118481 0.592083321 0.002926726 0.805352535 0.003980936 1.079054375 0.005333871 1.424423953 0.007041066 1.852551994 0.009157345 2.373369934 0.011731799 2.994299502 0.014801114 3.718568525 0.018381247 4.543235729 0.022457657 5.457019902 0.026974581 6.438090103 0.031824107 7.452038368 0.036836152 8.450316708 0.041770739 9.369465929 0.046314183 10.13148335 0.05008091 10.64565811 0.052622526 10.81213666 0.053445445 11.09691211 0.054853118 11.9329226 0.0589856 13.40769741 0.066275555 15.5863396 0.077044796 18.50119431 0.091453207 22.14211831 0.109450649 26.44845841 0.130737308 31.30389217 0.15473819 36.53520006 0.180597055 41.91580816 0.207193925 47.17456762 0.233188486 52.00974514 0.25708924 56.1076316 0.277345492 59.16459608 0.292456365 60.91089205 0.301088477 61.13413574 0.302191992 62.56808204 0.309280128 65.69903321 0.324756725 

### ( )2 () ()

i 

### f a f xf b         

# 70.4631062 0.348306002 76.69138288 0.379092981 84.11719822 0.41579951 92.39178189 0.456701584 101.1071131 0.499782315 109.8240765 0.542871115 118.1034301 0.583796767 125.5367842 0.620540561 131.774793 0.651375646 136.5500627 0.67498027 139.6928601 0.690515424 141.1384726 0.697661227 141.3510038 0.69871179 143.0881977 0.707298909 146.1381635 0.722375187 150.2314562 0.742608732 155.0645464 0.766499168 160.3236363 0.792495362 165.7067407 0.819104572 170.9423334 0.844984617 175.8033819 0.869013253 180.1161737 0.890331803 183.7639016 0.908362878 186.6854724 0.922804487 188.8703742 0.93360467 190.3506718 0.940921925 191.1912825 0.945077146 191.4796416 0.946502533 191.6435648 0.947312821 192.1561571 0.949846615 192.9174595 0.953609807 193.8366238 0.958153325 194.8354943 0.96309084 195.8504578 0.968107903 196.832822 0.972963826 197.7480524 0.977487898 198.574213 0.981571691 199.2999413 0.985159037 199.9222379 0.988235109 200.4442927 0.990815677 200.8735075 0.992937328 201.2198075 0.994649122 201.4942874 0.996005903 201.7081936 0.997063263 201.8722145 0.997874034 201.9960357 0.998486094 202.0881082 0.998941217 202.1555748 0.999274711 202.2043089 0.999515609 202.2390228 0.999687203 202.2634133 0.999807768 202.2803214 0.999891346202.2918884 0.999948523 202.299699 0.999987131 202.3023024 1

10214.95392**Appendix E-4d (i): Biomass Fluidized Bed TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass FB No 3NDCargillWestFargo YES Yes Dry Biomass FB No 3NDCargillWestFargo YES Yes Dry Biomass FB No 3NDCargillWestFargoUnitID Data Source Source Tab Pollutant Data TypeRun Number Foster Wheeler Boiler (EU43) ICR Phase II - ERT ERT TSM8 ET 1 Foster Wheeler Boiler (EU43) ICR Phase II - ERT ERT TSM8 ET 2 Foster Wheeler Boiler (EU43) ICR Phase II - ERT ERT TSM8 ET 3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 8/26/2009 1.35E-05 -11.21441848 0 8/26/2009 1.65E-05 -11.00962248 0 8/27/2009 1.20E-05 -11.33233869 0**Appendix E-4d (ii): Biomass Fluidized Bed TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-11.18545988

Variance of natural log of

test runs (σ2) 0.026665387

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.443458903

Denominator for calculation of flatness of z distribution (β2z) 0.002190904

Flatness of z distribution

(β2z) 1573.7067

Skewness of z distribution

(√β1z) 0.287296798Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815686 0.999274722 0.996005934 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.40607E-05

exp (2μ + σ2) 1.97703E-10

exp (σ2) - 1 0.02702409

(σ2/n) + [σ4/(2(n - 1))] 0.009066223

Square root term 5.67098E-06

Confidence Level 99% 99.9% 99.5%

UPL 2.06E-05 2.22E-05 2.12E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 9.58E-01 7.73E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4d (ii): Biomass Fluidized Bed TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Dry Biomass3NDCargillWestFargoFoster Wheeler Boiler (EU43) ICR Phase II - ERT ERTPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 1.39998E-05-11.17646728 3 2ET Biomass**Appendix E-4d (iii): Biomass Fluidized Bed Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 1573.7067 0.2872968

1.28117E-05 -5=f(a) 31278.975 5.12539E-05 1 -4.899 28465.685 0.000108191 2 -4.798 25836.659 0.00019143 3 -4.697 23384.049 0.000311518 4 -4.596 21100.173 0.000482456 5 -4.495 18977.513 0.000722463 6 -4.394 17008.712 0.001054765 7 -4.293 15186.578 0.001508321 8 -4.192 13504.082 0.002118354 9 -4.091 11954.359 0.002926549 10 -3.99 10530.708 0.003980696 11 -3.889 9226.5891 0.005333549 12 -3.788 8035.6279 0.007040642 13 -3.687 6951.6129 0.009156795 14 -3.586 5968.4958 0.011731097 15 -3.485 5080.392 0.014800236 16 -3.384 4281.5805 0.018380168 17 -3.283 3566.5033 0.022456361 18 -3.182 2929.7662 0.02697306 19 -3.081 2366.1383 0.03182237 20 -2.98 1870.5522 0.036834233 21 -2.879 1438.1039 0.041768707 22 -2.778 1064.053 0.04631215 23 -2.677 743.82236 0.050079046 24 -2.576 472.99833 0.052621072 25 -2.475 247.33077 0.053444727 26 -2.374 62.732963 0.054851243 27 -2.273 -84.71838 0.058982037 28 -2.172 -198.7831 0.066269657 29 -2.071 -283.0575 0.07703579 30 -1.97 -340.9746 0.091440196 31 -1.869 -375.8038 0.109432616 32 -1.768 -390.6512 0.130713124 33 -1.667 -388.4594 0.15470663 34 -1.566 -372.0074 0.18055682 35 -1.465 -343.911 0.207143671 36 -1.364 -306.6225 0.233126849 37 -1.263 -262.4305 0.257014878 38 -1.162 -213.4605 0.277257113 39 -1.061 -161.6744 0.292352764 40 -0.96 -108.8705 0.300968565 41 -0.859 -56.68394 0.302054826 42 -0.758 -6.586193 0.309160998 43 -0.657 40.114617 0.324656235 44 -0.556 82.273841

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348224572 45 -0.455 118.91028

0.37903085 46 -0.354 149.20617 0.41575674 47 -0.253 172.50721 0.456678075 48 -0.152 188.32254 0.499777822 49 -0.051 196.32475 0.542885262 50 0.05 196.34988 0.583829071 51 0.151 188.39742 0.620590447 52 0.252 172.63029 0.651442465 53 0.353 149.3749 0.675063313 54 0.454 119.12106 0.690613934 55 0.555 82.522054 0.697774406 56 0.656 40.394617 0.698811129 57 0.757 -6.281077 0.707385263 58 0.858 -56.3614 0.722449434 59 0.959 -108.5393 0.742671764 60 1.06 -161.3442 0.766551887 61 1.161 -213.1422 0.792538674 62 1.262 -262.1358 0.819139376 63 1.363 -306.3642 0.845011799 64 1.464 -343.7031 0.869033676 65 1.565 -371.8647 0.890346295 66 1.666 -388.3977 0.908372224 67 1.767 -390.6876 0.922809423 68 1.868 -375.9562 0.933605873 69 1.969 -341.262 0.940920011 70 2.07 -283.4999 0.945072663 71 2.171 -199.4015 0.946495966 72 2.272 -85.5349 0.947307921 73 2.373 61.695243 0.949843026 74 2.474 246.04774 0.953607232 75 2.575 471.44484 0.958151521 76 2.676 741.97224 0.96308961 77 2.777 1061.8791 0.968107092 78 2.878 1435.578 0.972963313 79 2.979 1867.6449 0.977487592 80 3.08 2362.8194 0.981571523 81 3.181 2926.0044 0.985158959 82 3.282 3562.2663 0.988235086 83 3.383 4276.835 0.990815686 84 3.484 5075.1036 0.992937352 85 3.585 5962.629 0.994649152 86 3.686 6945.1313 0.996005934 87 3.787 8028.4941 0.99706329 88 3.888 9218.7646 0.997874057 89 3.989 10522.153 0.998486113 90 4.09 11945.034 0.998941231 91 4.191 13493.944 0.999274722 92 4.292 15175.585 0.999515616 93 4.393 16996.82 0.999687208 94 4.494 18964.678 0.999807771 95 4.595 21086.35 0.999891348 96 4.696 23369.190.999948524 97 4.797 25820.716

0.999987132 98 4.898 28448.611

1 99 4.999 31260.719distribution of Z Normal distribution

1.48672E-06 0.046503062 2.45094E-06 0.06976768 3.9995E-06 0.103333786 6.46025E-06 0.151066728 1.03291E-05 0.217945554 1.63472E-05 0.310230096 2.56093E-05 0.435580529 3.97118E-05 0.603085826 6.09553E-05 0.823144731 9.26132E-05 1.107131315 0.000139285 1.466769413 0.000207351 1.913139641 0.000305546 2.455253198 0.000445674 3.098152429 0.000643469 3.840542671 0.000919619 4.672025388 0.001300942 5.570088576 0.001821704 6.497112766 0.002525035 7.3977608 0.003464389 8.197223116 0.004704958 8.800868596 0.006324913 9.095882005 0.008416337 8.955429227 0.011085658 8.245760623 0.014453386 6.836427686 0.018652949 4.613448268 0.023828414 1.494827032 0.030130931 -2.552643544 0.03771375 -7.49685499 0.046725789 -13.22608489 0.057303789 -19.53913538 0.069563239 -26.14212982 0.083588399 -32.65390891 0.099421884 -38.62136131 0.117054396 -43.54510229 0.136415346 -46.91474279 0.157365126 -48.25168498 0.179689839 -47.15609997 0.203099244 -43.35367326 0.227228529 -36.73703184 0.251644341 -27.39664948 0.275855243 -15.63656148 0.299326439 -1.971421784 0.321498297 12.89678107 0.341807853 28.1218451 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 42.77347621 0.37471238 55.90939798 0.386376486 66.65272823 0.394360216 74.26691633 0.398423793 78.22045079 0.398443914 78.23441411 0.394419966 74.30770211 0.386474058 66.71712996 0.374844865 55.99241274 0.359875719 42.86877572 0.34199778 28.2223591 0.32170943 12.99532913 0.299553264 -1.881517093 0.276092166 -15.56094161 0.25188591 -27.33951656 0.227469632 -36.70090668 0.203335281 -43.33932643 0.17991684 -47.16264785 0.157579839 -48.27682532 0.136615273 -46.9550922 0.117237788 -43.5965909 0.099587708 -38.67963928 0.083736272 -32.71472397 0.069693339 -26.20164345 0.05741676 -19.59415649 0.046822635 -13.27421153 0.037795734 -7.536525855 0.030199481 -2.583109681 0.023885038 1.473593228 0.018699163 4.600886744 0.014490659 6.831546514 0.011115369 8.247295234 0.008439746 8.96199 0.006343145 9.106079513 0.004718997 8.813410421 0.003475077 8.210980311 0.002533081 7.411805487 0.001827693 6.510730763 0.001305351 5.582772356 0.000922829 4.683453139 0.00064578 3.850549005 0.00044732 3.106695518 0.000306705 2.46238213 0.000208159 1.918964627 0.000139842 1.471436466 9.29928E-05 1.110802103 6.12113E-05 0.825981631 3.98826E-05 0.605241715 2.5722E-05 0.437192593 1.64209E-05 0.311416809 1.03767E-05 0.218805987 6.49066E-06 0.1516814374.01874E-06 0.103766653 2.46298E-06 0.070068222 1.49417E-06 0.046708859Absolute values

0.046503062 0.002348405 0.06976768 0.007046536 0.103333786 0.010436712 0.151066728 0.015257739 0.217945554 0.022012501 0.310230096 0.03133324 0.435580529 0.043993633 0.603085826 0.060911668 0.823144731 0.083137618 1.107131315 0.111820263 1.466769413 0.148143711 1.913139641 0.193227104 2.455253198 0.247980573 3.098152429 0.312913395 3.840542671 0.38789481 4.672025388 0.471874564 5.570088576 0.562578946 6.497112766 0.656208389 7.3977608 0.747173841 8.197223116 0.827919535 8.800868596 0.888887728 9.095882005 0.918684082 8.955429227 0.904498352 8.245760623 0.832821823 6.836427686 0.690479196 4.613448268 0.465958275 1.494827032 0.15097753 2.552643544 0.257816998 7.49685499 0.757182354 13.22608489 1.335834573 19.53913538 1.973452674 26.14212982 2.640355112 32.65390891 3.2980448 38.62136131 3.900757492 43.54510229 4.398055331 46.91474279 4.738389021 48.25168498 4.873420183 47.15609997 4.762766097 43.35367326 4.378720999 36.73703184 3.710440216 27.39664948 2.767061598 15.63656148 1.579292709 1.971421784 0.1991136 12.89678107 1.302574888 28.1218451 2.840306355 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 42.77347621 4.320121097 55.90939798 5.646849196 66.65272823 6.731925551 74.26691633 7.50095855 78.22045079 7.90026553 78.23441411 7.901675825 74.30770211 7.505077913 66.71712996 6.738430126 55.99241274 5.655233687 42.86877572 4.329746347 28.2223591 2.85045827 12.99532913 1.312528242 1.881517093 0.190033226 15.56094161 1.571655103 27.33951656 2.761291172 36.70090668 3.706791575 43.33932643 4.37727197 47.16264785 4.763427433 48.27682532 4.875959358 46.9550922 4.742464312 43.5965909 4.403255681 38.67963928 3.906643567 32.71472397 3.304187121 26.20164345 2.646365989 19.59415649 1.979009805 13.27421153 1.340695365 7.536525855 0.761189111 2.583109681 0.260894078 1.473593228 0.148832916 4.600886744 0.464689561 6.831546514 0.689986198 8.247295234 0.832976819 8.96199 0.90516099 9.106079513 0.919714031 8.813410421 0.890154452 8.210980311 0.829309011 7.411805487 0.748592354 6.510730763 0.657583807 5.582772356 0.563860008 4.683453139 0.473028767 3.850549005 0.388905449 3.106695518 0.313776247 2.46238213 0.248700595 1.918964627 0.193815427 1.471436466 0.148615083 1.110802103 0.112191012 0.825981631 0.083424145 0.605241715 0.061129413 0.437192593 0.044156452 0.311416809 0.031453098 0.218805987 0.022099405 0.151681437 0.0153198250.103766653 0.010480432 0.070068222 0.00707689 0.046708859 0.002358797Cumulative normalization

0.002348405 1.28117E-05 0.00939494 5.12539E-05 0.019831653 0.000108191 0.035089392 0.00019143 0.057101893 0.000311518 0.088435133 0.000482456 0.132428766 0.000722463 0.193340435 0.001054765 0.276478053 0.001508321 0.388298315 0.002118354 0.536442026 0.002926549 0.72966913 0.003980696 0.977649703 0.005333549 1.290563098 0.007040642 1.678457908 0.009156795 2.150332472 0.011731097 2.712911418 0.014800236 3.369119808 0.018380168 4.116293649 0.022456361 4.944213183 0.02697306 5.833100911 0.03182237 6.751784994 0.036834233 7.656283346 0.041768707 8.489105169 0.04631215 9.179584365 0.050079046 9.64554264 0.052621072 9.79652017 0.053444727 10.05433717 0.054851243 10.81151952 0.058982037 12.1473541 0.066269657 14.12080677 0.07703579 16.76116188 0.091440196 20.05920668 0.109432616 23.95996417 0.130713124 28.3580195 0.15470663 33.09640853 0.18055682 37.96982871 0.207143671 42.73259481 0.233126849 47.1113158 0.257014878 50.82175602 0.277257113 53.58881762 0.292352764 55.16811033 0.300968565 55.36722393 0.302054826 56.66979882 0.309160998 59.51010517 0.324656235 

### ( )2 () ()

i 

### f a f xf b         

# 63.83022627 0.348224572 69.47707546 0.37903085 76.20900102 0.41575674 83.70995957 0.456678075 91.6102251 0.499777822 99.51190092 0.542885262 107.0169788 0.583829071 113.755409 0.620590447 119.4106426 0.651442465 123.740389 0.675063313 126.5908473 0.690613934 127.9033755 0.697774406 128.0934087 0.698811129 129.6650638 0.707385263 132.426355 0.722449434 136.1331466 0.742671764 140.5104186 0.766551887 145.273846 0.792538674 150.1498053 0.819139376 154.8922697 0.845011799 159.2955253 0.869033676 163.2021689 0.890346295 166.506356 0.908372224 169.152722 0.922809423 171.1317318 0.933605873 172.4724272 0.940920011 173.2336163 0.945072663 173.4945104 0.946495966 173.6433433 0.947307921 174.1080328 0.949843026 174.798019 0.953607232 175.6309959 0.958151521 176.5361569 0.96308961 177.4558709 0.968107092 178.3460253 0.972963313 179.1753343 0.977487592 179.9239267 0.981571523 180.5815105 0.985158959 181.1453705 0.988235086 181.6183993 0.990815686 182.0073047 0.992937352 182.321081 0.994649152 182.5697816 0.996005934 182.763597 0.99706329 182.9122121 0.997874057 183.0244031 0.998486113 183.1078272 0.998941231 183.1689567 0.999274722 183.2131131 0.999515616 183.2445662 0.999687208 183.2666656 0.999807771 183.2819854 0.999891348183.2924659 0.999948524 183.2995428 0.999987132 183.3019016 1

9255.506442**Appendix E-4e (i): Biomass Fuel Cell Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Yes Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Yes Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMill YES Wet Biomass Fuel Cellno 1ARWeyerhaeuserDierksMillUnitID Data Source Source Tab Pollutant Data TypeRun Number SN-45 ICR Phase I PM and Metals SN-45 (3)Particulate Matter (PM) filterable ET Sample #1 SN-45 ICR Phase I PM and Metals SN-45 (3)Particulate Matter (PM) filterable ET Sample #2 SN-45 ICR Phase I PM and Metals SN-45 (3)Particulate Matter (PM) filterable ET Sample #3 SN-45 ICR Phase I PM and Metals SN-45 (4)Particulate Matter (PM) filterable ET Sample #1 SN-45 ICR Phase I PM and Metals SN-45 (4)Particulate Matter (PM) filterable ET Sample #2 SN-45 ICR Phase I PM and Metals SN-45 (4)Particulate Matter (PM) filterable ET Sample #3 SN-45 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Sample #1 SN-45 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Sample #2 SN-45 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 12/5/2002 0.00139 -6.578451532 0 12/5/2002 0.00153 -6.482487544 0 12/5/2002 0.00134 -6.615085665 0 8/7/1997 0.0243 -3.717278929 0 8/7/1997 0.0128 -4.358310108 0 8/7/1997 0.0097 -4.635629393 0 7/22/2009 0.003189643 -5.747846306 0 7/23/2009 0.00387498 -5.553214774 0 7/23/2009 0.004168983 -5.480083188 0**Appendix E-4e (ii): Biomass Fuel Cell Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES

Number of sources with test data 1

n 9 n-1 8

Average of natural log of test run values (μ) -5.46315416

Variance of natural log of

test runs (σ2) 1.081610004

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 150.0864147

Denominator for calculation of flatness of z distribution (β2z) 11.40076549

Flatness of z distribution

(β2z) 15.164591

Skewness of z distribution

(√β1z) 3.989764389Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990245792 0.999289954 0.995911895 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.007282004

exp (2μ + σ2) 5.30276E-05

exp (σ2) - 1 1.949424316

(σ2/n) + [σ4/(2(n - 1))] 0.193296402

Square root term 0.020059166

Confidence Level 99% 99.9% 99.5%

UPL 3.06E-02 3.60E-02 3.26E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.76E+00 4.63E-01 **SE Skewness** 0.82 0.82 **Skewness Test** non-normal normal **Kurtosis =** 2.98E+00 -9.90E-01 **SE Kurtosis** 1.63 1.63 **Kurtosis Test** normal normal **Number of test runs =** 9 9**Appendix E-4e (ii): Biomass Fuel Cell Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase I PM and Metals SN-45 (3) Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase II - TemplatesPM (filter) Fuel Cell Wet Biomass1ARWeyerhaeuserDierksMill SN-45 ICR Phase I PM and Metals SN-45 (4)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.00142-6.557098407 3 2ET /Hog Fuel/ Particulate Matter (PM) filterable

0.003744535-5.587457764 3 2ET Hog Fuel Particulate Matter (PM) filterable

0.0156-4.160484365 3 2ET /Hog Fuel/**Appendix E-4e (iii): Biomass Fuel Cell Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 15.164591 3.9897644

6.52307E-06 -5=f(a) 170.13242 2.58742E-05 1 -4.899 153.07634 5.41867E-05 2 -4.798 137.24804 9.50348E-05 3 -4.697 122.59085 0.000153131 4 -4.596 109.0494 0.000234555 5 -4.495 96.569545 0.00034696 6 -4.394 85.098441 0.000499728 7 -4.293 74.584491 0.000704014 8 -4.192 64.977366 0.000972605 9 -4.091 56.228005 0.001319513 10 -3.99 48.288613 0.001759203 11 -3.889 41.112661 0.002305346 12 -3.788 34.654883 0.002969011 13 -3.687 28.871283 0.003756224 14 -3.586 23.719129 0.004664881 15 -3.485 19.156953 0.005681083 16 -3.384 15.144555 0.00677506 17 -3.283 11.643002 0.007896999 18 -3.182 8.6146231 0.008973232 19 -3.081 6.0230168 0.009903408 20 -2.98 3.8330458 0.010559399 21 -2.879 2.0108389 0.010786776 22 -2.778 0.5237906 0.011163828 23 -2.677 -0.659438 0.012333425 24 -2.576 -1.568922 0.014482209 25 -2.475 -2.233467 0.017776753 26 -2.374 -2.680617 0.022340587 27 -2.273 -2.936646 0.028227877 28 -2.172 -3.026566 0.035395594 29 -2.071 -2.974121 0.043676622 30 -1.97 -2.801789 0.052756921 31 -1.869 -2.530782 0.062160147 32 -1.768 -2.181048 0.071243201 33 -1.667 -1.771268 0.079205728 34 -1.566 -1.318857 0.085115748 35 -1.465 -0.839963 0.087952262 36 -1.364 -0.349471 0.089240548 37 -1.263 0.1390027 0.095663123 38 -1.162 0.6131056 0.108106882 39 -1.061 1.0617522 0.127253003 40 -0.96 1.4751224 0.153499034 41 -0.859 1.8446621 0.186894219 42 -0.758 2.1630831 0.227095683 43 -0.657 2.4243628 0.273351804 44 -0.556 2.6237448

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.3245169 45 -0.455 2.7577384

0.379098535 46 -0.354 2.8241186 0.435335509 47 -0.253 2.8219264 0.491301376 48 -0.152 2.7514686 0.54502549 49 -0.051 2.6143181 0.594621468 50 0.05 2.4133132 0.638411918 51 0.151 2.1525584 0.675038407 52 0.252 1.8374239 0.703546977 53 0.353 1.4745459 0.723441911 54 0.454 1.0718262 0.734703612 55 0.555 0.6384327 0.737770014 56 0.656 0.184799 0.742055572 57 0.757 -0.277375 0.752523985 58 0.858 -0.735125 0.767779203 59 0.959 -1.174219 0.786306626 60 1.06 -1.579159 0.806581193 61 1.161 -1.933184 0.827166188 62 1.262 -2.218265 0.846795378 63 1.363 -2.415106 0.864433453 64 1.464 -2.503147 0.879312241 65 1.565 -2.460562 0.890942717 66 1.666 -2.264259 0.899105033 67 1.767 -1.88988 0.9038205 68 1.868 -1.311801 0.905310499 69 1.969 -0.503131 0.906673256 70 2.07 0.5642832 0.910415904 71 2.171 1.9198647 0.916014504 72 2.272 3.5943005 0.922937476 73 2.373 5.6195435 0.930681007 74 2.474 8.0288128 0.938795237 75 2.575 10.856593 0.946901057 76 2.676 14.138636 0.954698244 77 2.777 17.911956 0.961966219 78 2.878 22.214838 0.968559072 79 2.979 27.086828 0.974396628 80 3.08 32.568742 0.979453191 81 3.181 38.702659 0.98374544 82 3.282 45.531925 0.987320612 83 3.383 53.101151 0.990245792 84 3.484 61.456216 0.992598822 85 3.585 70.644262 0.994461042 86 3.686 80.713698 0.995911895 87 3.787 91.714201 0.997025228 88 3.888 103.69671 0.997867056 89 3.989 116.71343 0.998494509 90 4.09 130.81784 0.99895566 91 4.191 146.06467 0.999289954 92 4.292 162.50994 0.999529038 93 4.393 180.2109 0.999697775 94 4.494 199.22609 0.999815315 95 4.595 219.61533 0.999896143 96 4.696 241.439660.999951022 97 4.797 264.76144

0.999987818 98 4.898 289.64426

1 99 4.999 316.15297distribution of Z Normal distribution

1.48672E-06 0.000252939 2.45094E-06 0.000375181 3.9995E-06 0.000548924 6.46025E-06 0.000791967 1.03291E-05 0.001126381 1.63472E-05 0.001578646 2.56093E-05 0.002179308 3.97118E-05 0.002961882 6.09553E-05 0.003960712 9.26132E-05 0.005207455 0.000139285 0.006725878 0.000207351 0.008524739 0.000305546 0.010588658 0.000445674 0.012867178 0.000643469 0.015262527 0.000919619 0.017617099 0.001300942 0.01970219 0.001821704 0.021210101 0.002525035 0.021752221 0.003464389 0.020866073 0.004704958 0.018034318 0.006324913 0.01271838 0.008416337 0.004408399 0.011085658 -0.007310308 0.014453386 -0.022676232 0.018652949 -0.041660749 0.023828414 -0.063874844 0.030130931 -0.088483886 0.03771375 -0.114143161 0.046725789 -0.138968142 0.057303789 -0.160553101 0.069563239 -0.176049404 0.083588399 -0.182310344 0.099421884 -0.17610282 0.117054396 -0.15437797 0.136415346 -0.114583851 0.157365126 -0.054994509 0.179689839 0.024977373 0.203099244 0.124521289 0.227228529 0.241260386 0.251644341 0.3712062 0.275855243 0.508859712 0.299326439 0.647467949 0.321498297 0.779428521 0.341807853 0.896816592 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.991992116 0.37471238 1.058232184 0.386376486 1.09032599 0.394360216 1.085069765 0.398423793 1.041606519 0.398443914 0.961569951 0.394419966 0.849012007 0.386474058 0.71011668 0.374844865 0.552725951 0.359875719 0.385724228 0.34199778 0.218342571 0.32170943 0.059451595 0.299553264 -0.083088675 0.276092166 -0.202962239 0.25188591 -0.295769146 0.227469632 -0.359210831 0.203335281 -0.393084597 0.17991684 -0.399103177 0.157579839 -0.380571973 0.136615273 -0.341968114 0.117237788 -0.288470878 0.099587708 -0.225492395 0.083736272 -0.158251513 0.069693339 -0.091423772 0.05741676 -0.02888818 0.046822635 0.026421225 0.037795734 0.072562697 0.030199481 0.108546009 0.023885038 0.134223011 0.018699163 0.150132077 0.014490659 0.157319193 0.011115369 0.157156152 0.008439746 0.151172367 0.006343145 0.140911944 0.004718997 0.127822658 0.003475077 0.113178899 0.002533081 0.09803696 0.001827693 0.083218399 0.001305351 0.06931566 0.000922829 0.056713582 0.00064578 0.04562068 0.00044732 0.036104844 0.000306705 0.028129236 0.000208159 0.021585356 0.000139842 0.016321412 9.29928E-05 0.012165117 6.12113E-05 0.008940806 3.98826E-05 0.006481318 2.5722E-05 0.004635389 1.64209E-05 0.003271469 1.03767E-05 0.002278875 6.49066E-06 0.0015671024.01874E-06 0.001064006 2.46298E-06 0.000713387 1.49417E-06 0.000472387Absolute values

0.000252939 1.27734E-05 0.000375181 3.78933E-05 0.000548924 5.54413E-05 0.000791967 7.99887E-05 0.001126381 0.000113764 0.001578646 0.000159443 0.002179308 0.00022011 0.002961882 0.00029915 0.003960712 0.000400032 0.005207455 0.000525953 0.006725878 0.000679314 0.008524739 0.000860999 0.010588658 0.001069454 0.012867178 0.001299585 0.015262527 0.001541515 0.017617099 0.001779327 0.01970219 0.001989921 0.021210101 0.00214222 0.021752221 0.002196974 0.020866073 0.002107473 0.018034318 0.001821466 0.01271838 0.001284556 0.004408399 0.000445248 0.007310308 0.000738341 0.022676232 0.002290299 0.041660749 0.004207736 0.063874844 0.006451359 0.088483886 0.008936872 0.114143161 0.011528459 0.138968142 0.014035782 0.160553101 0.016215863 0.176049404 0.01778099 0.182310344 0.018413345 0.17610282 0.017786385 0.15437797 0.015592175 0.114583851 0.011572969 0.054994509 0.005554445 0.024977373 0.002522715 0.124521289 0.01257665 0.241260386 0.024367299 0.3712062 0.037491826 0.508859712 0.051394831 0.647467949 0.065394263 0.779428521 0.078722281 0.896816592 0.090578476 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.991992116 0.100191204 1.058232184 0.106881451 1.09032599 0.110122925 1.085069765 0.109592046 1.041606519 0.105202258 0.961569951 0.097118565 0.849012007 0.085750213 0.71011668 0.071721785 0.552725951 0.055825321 0.385724228 0.038958147 0.218342571 0.0220526 0.059451595 0.006004611 0.083088675 0.008391956 0.202962239 0.020499186 0.295769146 0.029872684 0.359210831 0.036280294 0.393084597 0.039701544 0.399103177 0.040309421 0.380571973 0.038437769 0.341968114 0.03453878 0.288470878 0.029135559 0.225492395 0.022774732 0.158251513 0.015983403 0.091423772 0.009233801 0.02888818 0.002917706 0.026421225 0.002668544 0.072562697 0.007328832 0.108546009 0.010963147 0.134223011 0.013556524 0.150132077 0.01516334 0.157319193 0.015889239 0.157156152 0.015872771 0.151172367 0.015268409 0.140911944 0.014232106 0.127822658 0.012910088 0.113178899 0.011431069 0.09803696 0.009901733 0.083218399 0.008405058 0.06931566 0.007000882 0.056713582 0.005728072 0.04562068 0.004607689 0.036104844 0.003646589 0.028129236 0.002841053 0.021585356 0.002180121 0.016321412 0.001648463 0.012165117 0.001228677 0.008940806 0.000903021 0.006481318 0.000654613 0.004635389 0.000468174 0.003271469 0.000330418 0.002278875 0.000230166 0.001567102 0.0001582770.001064006 0.000107465 0.000713387 7.2052E-05 0.000472387 2.38555E-05Cumulative normalization

1.27734E-05 6.52307E-06 5.06667E-05 2.58742E-05 0.000106108 5.41867E-05 0.000186097 9.50348E-05 0.000299861 0.000153131 0.000459304 0.000234555 0.000679415 0.00034696 0.000978565 0.000499728 0.001378597 0.000704014 0.001904549 0.000972605 0.002583863 0.001319513 0.003444862 0.001759203 0.004514316 0.002305346 0.005813901 0.002969011 0.007355416 0.003756224 0.009134743 0.004664881 0.011124665 0.005681083 0.013266885 0.00677506 0.015463859 0.007896999 0.017571332 0.008973232 0.019392798 0.009903408 0.020677355 0.010559399 0.021122603 0.010786776 0.021860944 0.011163828 0.024151244 0.012333425 0.028358979 0.014482209 0.034810339 0.017776753 0.043747211 0.022340587 0.05527567 0.028227877 0.069311453 0.035395594 0.085527316 0.043676622 0.103308306 0.052756921 0.12172165 0.062160147 0.139508035 0.071243201 0.15510021 0.079205728 0.166673179 0.085115748 0.172227625 0.087952262 0.174750339 0.089240548 0.187326989 0.095663123 0.211694288 0.108106882 0.249186115 0.127253003 0.300580945 0.153499034 0.365975208 0.186894219 0.444697489 0.227095683 0.535275965 0.273351804 

### ( )2 () ()

i 

### f a f xf b         

# 0.635467168 0.3245169 0.742348619 0.379098535 0.852471544 0.435335509 0.96206359 0.491301376 1.067265849 0.54502549 1.164384414 0.594621468 1.250134626 0.638411918 1.321856411 0.675038407 1.377681732 0.703546977 1.416639879 0.723441911 1.438692479 0.734703612 1.44469709 0.737770014 1.453089046 0.742055572 1.473588232 0.752523985 1.503460916 0.767779203 1.53974121 0.786306626 1.579442754 0.806581193 1.619752175 0.827166188 1.658189944 0.846795378 1.692728724 0.864433453 1.721864282 0.879312241 1.744639014 0.890942717 1.760622417 0.899105033 1.769856218 0.9038205 1.772773924 0.905310499 1.775442468 0.906673256 1.782771301 0.910415904 1.793734447 0.916014504 1.807290972 0.922937476 1.822454311 0.930681007 1.83834355 0.938795237 1.854216321 0.946901057 1.86948473 0.954698244 1.883716837 0.961966219 1.896626925 0.968559072 1.908057994 0.974396628 1.917959727 0.979453191 1.926364785 0.98374544 1.933365667 0.987320612 1.939093739 0.990245792 1.943701427 0.992598822 1.947348017 0.994461042 1.95018907 0.995911895 1.952369191 0.997025228 1.954017653 0.997867056 1.95524633 0.998494509 1.956149351 0.99895566 1.956803965 0.999289954 1.957272139 0.999529038 1.957602557 0.999697775 1.957832724 0.999815315 1.957991001 0.9998961431.958098466 0.999951022 1.958170518 0.999987818 1.958194373 1

96.08195485**Appendix E-4f (i): Biomass Fuel Cell TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Fuel CellNo 1IDPotlatch YES Wet Biomass Fuel CellNo 1IDPotlatch YES Wet Biomass Fuel CellNo 1IDPotlatch YES Yes Wet Biomass Fuel CellNo 1IDPotlatch YES Yes Wet Biomass Fuel CellNo 1IDPotlatch YES Yes Wet Biomass Fuel CellNo 1IDPotlatchUnitID Data Source Source Tab Pollutant Data TypeRun Number PB-1 CE ICR Phase I PM and Metals (2) TSM8 ET Sample #1 PB-1 CE ICR Phase I PM and Metals (2) TSM8 ET Sample #2 PB-1 CE ICR Phase I PM and Metals (2) TSM8 ET Sample #3 PB-1 CE ICR Phase II - ERT ERT TSM8 ET M29-R1 PB-1 CE ICR Phase II - ERT ERT TSM8 ET M29-R2 PB-1 CE ICR Phase II - ERT ERT TSM8 ET M29-R3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 7/20/2006 0.000022364 -10.70805803 0 7/20/2006 0.000020763 -10.782338 0 7/20/2006 0.000011361 -11.38532412 0 7/28/2009 1.66719E-05 -11.00178789 0 7/28/2009 1.52867E-05 -11.08852592 0 7/29/2009 1.10504E-05 -11.41304158 0**Appendix E-4f (ii): Biomass Fuel Cell TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES

Number of sources with test data 1

n 6 n-1 5

Average of natural log of test run values (μ)-11.06317926

Variance of natural log of

test runs (σ2) 0.08711504

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 4.585223888

Denominator for calculation of flatness of z distribution (β2z) 0.024855114

Flatness of z distribution

(β2z) 186.4780879

Skewness of z distribution

(√β1z) 0.538412483Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.99081057 0.999275341 0.996006425 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.63772E-05

exp (2μ + σ2) 2.68212E-10

exp (σ2) - 1 0.091022184

(σ2/n) + [σ4/(2(n - 1))] 0.015278076

Square root term 1.04938E-05

Confidence Level 99% 99.9% 99.5%

UPL 2.86E-05 3.14E-05 2.96E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.82E-01 -1.06E-01 **SE Skewness** 1.00 1.00 **Skewness Test** normal normal **Kurtosis =** -1.73E+00 -1.83E+00 **SE Kurtosis** 2.00 2.00 **Kurtosis Test** normal normal **Number of test runs =** 6 6**Appendix E-4f (ii): Biomass Fuel Cell TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Fuel Cell Wet Biomass1IDPotlatch PB-1 CE ICR Phase II - ERT ERT Fuel Cell Wet Biomass1IDPotlatch PB-1 CE ICR Phase I PM and Metals (2)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 1.43363E-05-11.1527131 3 2ET Hog Fuel TSM8 1.81627E-05-10.91614235 3 2ET /Hog Fuel/**Appendix E-4f (iii): Biomass Fuel Cell Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 186.47809 0.5384125

1.27298E-05 -5=f(a) 3645.401 5.09246E-05 1 -4.899 3317.3729 0.000107493 2 -4.798 3010.8437 0.000190187 3 -4.697 2724.8976 0.000309485 4 -4.596 2458.6374 0.000479289 5 -4.495 2211.1856 0.000717691 6 -4.394 1981.6832 0.001047753 7 -4.293 1769.2908 0.001498226 8 -4.192 1573.1878 0.002104081 9 -4.091 1392.5728 0.002906695 10 -3.99 1226.6633 0.003953507 11 -3.889 1074.6962 0.005296878 12 -3.788 935.92727 0.006991926 13 -3.687 809.63148 0.009093063 14 -3.586 695.10285 0.01164902 15 -3.485 591.6545 0.014696241 16 -3.384 498.61862 0.018250637 17 -3.283 415.34654 0.022297932 18 -3.182 341.20865 0.026783056 19 -3.081 275.59444 0.031599376 20 -2.98 217.91249 0.036578825 21 -2.879 167.59048 0.04148435 22 -2.778 124.07517 0.04600625 23 -2.677 86.832436 0.04976413 24 -2.576 55.347224 0.052316066 25 -2.475 29.123583 0.05317626 26 -2.374 7.6846532 0.054510638 27 -2.273 -9.427333 0.058523604 28 -2.172 -22.65105 0.065636731 29 -2.071 -32.40608 0.076160195 30 -1.97 -39.0929 0.09024216 31 -1.869 -43.09293 0.107821216 32 -1.768 -44.76845 0.128587325 33 -1.667 -44.46269 0.151956937 34 -1.566 -42.49975 0.177067516 35 -1.465 -39.18466 0.202795576 36 -1.364 -34.80335 0.227800479 37 -1.263 -29.62267 0.250593842 38 -1.162 -23.89036 0.269631566 39 -1.061 -17.83507 0.283422698 40 -0.96 -11.66636 0.290646739 41 -0.859 -5.5747 0.291024327 42 -0.758 0.2685318 0.299649594 43 -0.657 5.711056 0.316701426 44 -0.556 10.619683

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.341846027 45 -0.455 14.880316

0.374231105 46 -0.354 18.397951 0.412522589 47 -0.253 21.096677 0.454982495 48 -0.152 22.919677 0.499582264 49 -0.051 23.829224 0.544142101 50 0.05 23.806686 0.586484017 51 0.151 22.852523 0.62458476 52 0.252 20.986289 0.656714829 53 0.353 18.246629 0.681551288 54 0.454 14.691281 0.698254963 55 0.555 10.397078 0.706506396 56 0.656 5.4599431 0.706513581 57 0.757 -0.005106 0.714118991 58 0.858 -5.863961 0.728274861 59 0.959 -11.96342 0.747649203 60 1.06 -18.13118 0.770741767 61 1.161 -24.17586 0.796001649 62 1.262 -29.88698 0.821936262 63 1.363 -35.03496 0.847203323 64 1.464 -39.37114 0.870680052 65 1.565 -42.62776 0.891506657 66 1.666 -44.51796 0.909103968 67 1.767 -44.7358 0.923167522 68 1.868 -42.95625 0.933642215 69 1.969 -38.83517 0.940682818 70 2.07 -32.00933 0.944606035 71 2.171 -22.09643 0.945839562 72 2.272 -8.695045 0.946806224 73 2.373 8.6153151 0.949465559 74 2.474 30.274249 0.953327968 75 2.575 56.740444 0.957948626 76 2.676 88.491681 0.962945092 77 2.777 126.02483 0.968006399 78 2.878 169.85586 0.97289489 79 2.979 220.51984 0.977442442 80 3.08 278.5709 0.981542778 81 3.181 344.5823 0.985141485 82 3.282 419.14636 0.988225131 83 3.383 502.87454 0.99081057 84 3.484 596.39733 0.992935215 85 3.585 700.36437 0.994648739 86 3.686 815.44436 0.996006425 87 3.787 942.32509 0.997064178 88 3.888 1081.7135 0.997875041 89 3.989 1234.3355 0.998487032 90 4.09 1400.9362 0.998942012 91 4.191 1582.2798 0.999275341 92 4.292 1779.1496 0.999516081 93 4.393 1992.3478 0.999687537 94 4.494 2222.696 0.999807989 95 4.595 2471.0347 0.999891479 96 4.696 2738.22360.999948589 97 4.797 3025.1413

0.999987149 98 4.898 3332.6857

1 99 4.999 3661.7737distribution of Z Normal distribution

1.48672E-06 0.005419689 2.45094E-06 0.008130681 3.9995E-06 0.012041878 6.46025E-06 0.017603511 1.03291E-05 0.025395483 1.63472E-05 0.036146797 2.56093E-05 0.050749443 3.97118E-05 0.070261664 6.09553E-05 0.095894061 9.26132E-05 0.128970599 0.000139285 0.170855768 0.000207351 0.222838998 0.000305546 0.285968744 0.000445674 0.360831623 0.000643469 0.447277215 0.000919619 0.544096754 0.001300942 0.648673993 0.001821704 0.756638398 0.002525035 0.861563633 0.003464389 0.954766305 0.004704958 1.025268999 0.006324913 1.059995142 0.008416337 1.044258503 0.011085658 0.962594727 0.014453386 0.799954816 0.018652949 0.543240701 0.023828414 0.183113099 0.030130931 -0.284054305 0.03771375 -0.854255979 0.046725789 -1.514199491 0.057303789 -2.240171539 0.069563239 -2.997683677 0.083588399 -3.742123267 0.099421884 -4.42056394 0.117054396 -4.974782042 0.136415346 -5.345388611 0.157365126 -5.476833993 0.179689839 -5.322892921 0.203099244 -4.852113515 0.227228529 -4.052635849 0.251644341 -2.935772932 0.275855243 -1.537810267 0.299326439 0.080378681 0.321498297 1.836094761 0.341807853 3.629890959 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 5.352630951 0.37471238 6.893939917 0.386376486 8.151259974 0.394360216 9.038608614 0.398423793 9.494129695 0.398443914 9.485629101 0.394419966 9.013491475 0.386474058 8.110656292 0.374844865 6.839655127 0.359875719 5.287035456 0.34199778 3.555777627 0.32170943 1.756515193 0.299553264 -0.001529647 0.276092166 -1.618993631 0.25188591 -3.013416237 0.227469632 -4.124292949 0.203335281 -4.915805702 0.17991684 -5.377171212 0.157579839 -5.520803958 0.136615273 -5.378699472 0.117237788 -4.997584311 0.099587708 -4.43344186 0.083736272 -3.746009539 0.069693339 -2.99376445 0.05741676 -2.229789381 0.046822635 -1.498761181 0.037795734 -0.835150649 0.030199481 -0.26258585 0.023885038 0.20577713 0.018699163 0.566103108 0.014490659 0.822206439 0.011115369 0.98361769 0.008439746 1.063617612 0.006343145 1.077420426 0.004718997 1.040632412 0.003475077 0.968055427 0.002533081 0.872854776 0.001827693 0.766071053 0.001305351 0.65642796 0.000922829 0.550372794 0.00064578 0.45228159 0.00044732 0.364764497 0.000306705 0.28901615 0.000208159 0.225167902 0.000139842 0.172611651 9.29928E-05 0.130276974 6.12113E-05 0.096853376 3.98826E-05 0.070957102 2.5722E-05 0.051247215 1.64209E-05 0.036498637 1.03767E-05 0.025641099 6.49066E-06 0.0177728754.01874E-06 0.012157245 2.46298E-06 0.008208322 1.49417E-06 0.005471316Absolute values

0.005419689 0.000273694 0.008130681 0.000821199 0.012041878 0.00121623 0.017603511 0.001777955 0.025395483 0.002564944 0.036146797 0.003650827 0.050749443 0.005125694 0.070261664 0.007096428 0.095894061 0.0096853 0.128970599 0.013026031 0.170855768 0.017256433 0.222838998 0.022506739 0.285968744 0.028882843 0.360831623 0.036443994 0.447277215 0.045174999 0.544096754 0.054953772 0.648673993 0.065516073 0.756638398 0.076420478 0.861563633 0.087017927 0.954766305 0.096431397 1.025268999 0.103552169 1.059995142 0.107059509 1.044258503 0.105470109 0.962594727 0.097222067 0.799954816 0.080795436 0.543240701 0.054867311 0.183113099 0.018494423 0.284054305 0.028689485 0.854255979 0.086279854 1.514199491 0.152934149 2.240171539 0.226257325 2.997683677 0.302766051 3.742123267 0.37795445 4.42056394 0.446476958 4.974782042 0.502452986 5.345388611 0.53988425 5.476833993 0.553160233 5.322892921 0.537612185 4.852113515 0.490063465 4.052635849 0.409316221 2.935772932 0.296513066 1.537810267 0.155318837 0.080378681 0.008118247 1.836094761 0.185445571 3.629890959 0.366618987 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 5.352630951 0.540615726 6.893939917 0.696287932 8.151259974 0.823277257 9.038608614 0.91289947 9.494129695 0.958907099 9.485629101 0.958048539 9.013491475 0.910362639 8.110656292 0.819176286 6.839655127 0.690805168 5.287035456 0.533990581 3.555777627 0.35913354 1.756515193 0.177408034 0.001529647 0.000154494 1.618993631 0.163518357 3.013416237 0.30435504 4.124292949 0.416553588 4.915805702 0.496496376 5.377171212 0.543094292 5.520803958 0.5576012 5.378699472 0.543248647 4.997584311 0.504756015 4.43344186 0.447777628 3.746009539 0.378346963 2.99376445 0.302370209 2.229789381 0.225208728 1.498761181 0.151374879 0.835150649 0.084350216 0.26258585 0.026521171 0.20577713 0.02078349 0.566103108 0.057176414 0.822206439 0.08304285 0.98361769 0.099345387 1.063617612 0.107425379 1.077420426 0.108819463 1.040632412 0.105103874 0.968055427 0.097773598 0.872854776 0.088158332 0.766071053 0.077373176 0.65642796 0.066299224 0.550372794 0.055587652 0.45228159 0.045680441 0.364764497 0.036841214 0.28901615 0.029190631 0.225167902 0.022741958 0.172611651 0.017433777 0.130276974 0.013157974 0.096853376 0.009782191 0.070957102 0.007166667 0.051247215 0.005175969 0.036498637 0.003686362 0.025641099 0.002589751 0.017772875 0.001795060.012157245 0.001227882 0.008208322 0.000829041 0.005471316 0.000276301Cumulative normalization

0.000273694 1.27298E-05 0.001094893 5.09246E-05 0.002311123 0.000107493 0.004089077 0.000190187 0.006654021 0.000309485 0.010304848 0.000479289 0.015430541 0.000717691 0.022526969 0.001047753 0.03221227 0.001498226 0.0452383 0.002104081 0.062494733 0.002906695 0.085001471 0.003953507 0.113884315 0.005296878 0.150328309 0.006991926 0.195503307 0.009093063 0.250457079 0.01164902 0.315973153 0.014696241 0.392393631 0.018250637 0.479411558 0.022297932 0.575842955 0.026783056 0.679395123 0.031599376 0.786454633 0.036578825 0.891924742 0.04148435 0.989146809 0.04600625 1.069942245 0.04976413 1.124809556 0.052316066 1.143303979 0.05317626 1.171993464 0.054510638 1.258273318 0.058523604 1.411207467 0.065636731 1.637464792 0.076160195 1.940230843 0.09024216 2.318185293 0.107821216 2.764662251 0.128587325 3.267115238 0.151956937 3.806999487 0.177067516 4.360159721 0.202795576 4.897771906 0.227800479 5.387835371 0.250593842 5.797151591 0.269631566 6.093664658 0.283422698 6.248983494 0.290646739 6.257101741 0.291024327 6.442547312 0.299649594 6.809166299 0.316701426 

### ( )2 () ()

i 

### f a f xf b         

# 7.349782025 0.341846027 8.046069956 0.374231105 8.869347214 0.412522589 9.782246684 0.454982495 10.74115378 0.499582264 11.69920232 0.544142101 12.60956496 0.586484017 13.42874125 0.62458476 14.11954641 0.656714829 14.653537 0.681551288 15.01267054 0.698254963 15.19007857 0.706506396 15.19023306 0.706513581 15.35375142 0.714118991 15.65810646 0.728274861 16.07466005 0.747649203 16.57115643 0.770741767 17.11425072 0.796001649 17.67185192 0.821936262 18.21510056 0.847203323 18.71985658 0.870680052 19.16763421 0.891506657 19.54598117 0.909103968 19.84835138 0.923167522 20.07356011 0.933642215 20.22493499 0.940682818 20.3092852 0.944606035 20.33580637 0.945839562 20.35658986 0.946806224 20.41376628 0.949465559 20.49680913 0.953327968 20.59615451 0.957948626 20.70357989 0.962945092 20.81239936 0.968006399 20.91750323 0.97289489 21.01527683 0.977442442 21.10343516 0.981542778 21.18080834 0.985141485 21.24710756 0.988225131 21.30269521 0.99081057 21.34837565 0.992935215 21.38521687 0.994648739 21.4144075 0.996006425 21.43714946 0.997064178 21.45458323 0.997875041 21.46774121 0.998487032 21.4775234 0.998942012 21.48469007 0.999275341 21.48986603 0.999516081 21.4935524 0.999687537 21.49614215 0.999807989 21.49793721 0.99989147921.49916509 0.999948589 21.49999413 0.999987149 21.50027043 1

1084.986119**Appendix E-4g (i): Biomass Suspension Burner Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass Suspension Burner

no 3OHSauderWoodArchbold YES Yes Dry Biomass Suspension Burner

no 3OHSauderWoodArchbold YES Yes Dry Biomass Suspension Burner

no 3OHSauderWoodArchboldUnitID Data Source Source Tab Pollutant Data TypeRun Number B009 ICR Phase I PM and Metals B009 Particulate Matter (PM) filterable ET Sample #1 B009 ICR Phase I PM and Metals B009 Particulate Matter (PM) filterable ET Sample #2 B009 ICR Phase I PM and Metals B009 Particulate Matter (PM) filterable ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 6/18/2008 0.033 -3.411247718 0 6/18/2008 0.015 -4.199705078 0 6/18/2008 0.019 -3.9633163 0**Appendix E-4g (ii): Biomass Suspension Burner Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-3.858089698

Variance of natural log of

test runs (σ2) 0.163720731

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.355587406

Denominator for calculation of flatness of z distribution (β2z) 0.094929563

Flatness of z distribution

(β2z) 68.95055999

Skewness of z distribution

(√β1z) 0.77383372Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990837181 0.999280199 0.99602522 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.022908911

exp (2μ + σ2) 0.000524818

exp (σ2) - 1 0.177885322

(σ2/n) + [σ4/(2(n - 1))] 0.061274696

Square root term 0.023864095

Confidence Level 99% 99.9% 99.5%

UPL 5.06E-02 5.71E-02 5.30E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.39E+00 1.09E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4g (ii): Biomass Suspension Burner Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Suspension Burner

Dy Biomass3OHSauderWoodArchbold B009 ICR Phase I PM and Metals B009PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.022333333-3.801674948 3 2ET /Wood: Plywood, Particleboard (containing glues or resins)//Wood: Plywood, Particleboard (containing glues or resins)/**Appendix E-4g (iii): Biomass Suspension Burner Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 68.95056 0.7738337

1.24241E-05 -5=f(a) 1300.3284 4.96952E-05 1 -4.899 1183.1084 0.000104885 2 -4.798 1073.5872 0.000185548 3 -4.697 971.43608 0.000301893 4 -4.596 876.33323 0.000467457 5 -4.495 787.96373 0.000699852 6 -4.394 706.01952 0.001021523 7 -4.293 630.19941 0.001460433 8 -4.192 560.20904 0.002050579 9 -4.091 495.76095 0.002832165 10 -3.99 436.57452 0.00385125 11 -3.889 382.376 0.005158632 12 -3.788 332.8985 0.006807728 13 -3.687 287.882 0.008851196 14 -3.586 247.07334 0.011336097 15 -3.485 210.22622 0.014297474 16 -3.384 177.1012 0.017750367 17 -3.283 147.4657 0.021680473 18 -3.182 121.09403 0.026033934 19 -3.081 97.767325 0.030706991 20 -2.98 77.273606 0.035536599 21 -2.879 59.407751 0.040293331 22 -2.778 43.9715 0.044678154 23 -2.677 30.773458 0.048324719 24 -2.576 19.62909 0.050808722 25 -2.475 10.360727 0.05166554 26 -2.374 2.7975607 0.052914273 27 -2.273 -3.224354 0.056725392 28 -2.172 -7.8621 0.063491463 29 -2.071 -11.26589 0.073493039 30 -1.97 -13.5791 0.086849524 31 -1.869 -14.9382 0.103473309 32 -1.768 -15.47283 0.123032504 33 -1.667 -15.30575 0.144927815 34 -1.566 -14.55289 0.168288635 35 -1.465 -13.32326 0.19199231 36 -1.364 -11.71906 0.21470868 37 -1.263 -9.835607 0.234969614 38 -1.162 -7.761344 0.251260519 39 -1.061 -5.577866 0.262127978 40 -0.96 -3.359902 0.266295233 41 -0.859 -1.175316 0.269815112 42 -0.758 0.914889 0.281619362 43 -0.657 2.8565739 0.301839611 44 -0.556 4.6024621

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.330098994 45 -0.455 6.1121397

0.3655086 46 -0.354 7.3520559 0.406705894 47 -0.253 8.2955227 0.451933578 48 -0.152 8.9227148 0.499153144 49 -0.051 9.2206699 0.546183651 50 0.05 9.1832884 0.59085353 51 0.151 8.8113335 0.63115173 52 0.252 8.1124316 0.665364615 53 0.353 7.1010715 0.692186563 54 0.454 5.7986051 0.710795054 55 0.555 4.233247 0.720884822 56 0.656 2.4400749 0.722659896 57 0.757 0.461029 0.728533292 58 0.858 -1.655088 0.741006352 59 0.959 -3.852609 0.758750501 60 1.06 -6.069005 0.780272597 61 1.161 -8.234886 0.804031448 62 1.262 -10.274 0.828545536 63 1.363 -12.10322 0.852483724 64 1.464 -13.63257 0.874733292 65 1.565 -14.76521 0.894442467 66 1.666 -15.39744 0.91103738 67 1.767 -15.41868 0.924215771 68 1.868 -14.7115 0.93392158 69 1.969 -13.15161 0.940305645 70 2.07 -10.60785 0.94367816 71 2.171 -6.942196 0.944458278 72 2.272 -2.009773 0.945791023 73 2.373 4.3411687 0.948739881 74 2.474 12.269237 0.952826246 75 2.575 21.939904 0.957616003 76 2.676 33.525504 0.962736755 77 2.777 47.205234 0.967886628 78 2.878 63.165155 0.972835935 79 2.979 81.598188 0.977423335 80 3.08 102.70412 0.981548148 81 3.181 126.6896 0.985160449 82 3.282 153.76814 0.988250298 83 3.383 184.16011 0.990837181 84 3.484 218.09275 0.992960425 85 3.585 255.80016 0.994671044 86 3.686 297.52331 0.99602522 87 3.787 343.51001 0.997079416 88 3.888 394.01496 0.997886999 89 3.989 449.2997 0.998496144 90 4.09 509.63266 0.998948762 91 4.191 575.28911 0.999280199 92 4.292 646.55119 0.999519466 93 4.393 723.7079 0.999689805 94 4.494 807.05511 0.999809427 95 4.595 896.89554 0.999892315 96 4.696 993.538790.999948995 97 4.797 1097.3013

0.999987253 98 4.898 1208.5064

1 99 4.999 1327.4843distribution of Z Normal distribution

1.48672E-06 0.001933224 2.45094E-06 0.002899727 3.9995E-06 0.004293815 6.46025E-06 0.006275717 1.03291E-05 0.009051723 1.63472E-05 0.012881038 2.56093E-05 0.018080638 3.97118E-05 0.025026332 6.09553E-05 0.034147683 9.26132E-05 0.045914001 0.000139285 0.060808271 0.000207351 0.079285927 0.000305546 0.101715773 0.000445674 0.128301495 0.000643469 0.158984063 0.000919619 0.193328038 0.001300942 0.230398414 0.001821704 0.26863884 0.002525035 0.305766607 0.003464389 0.338704031 0.004704958 0.363569033 0.006324913 0.375748842 0.008416337 0.370078981 0.011085658 0.341144044 0.014453386 0.283706829 0.018652949 0.193258115 0.023828414 0.066661435 0.030130931 -0.097152794 0.03771375 -0.296509255 0.046725789 -0.52640781 0.057303789 -0.778133612 0.069563239 -1.039149271 0.083588399 -1.293348779 0.099421884 -1.521726976 0.117054396 -1.703479329 0.136415346 -1.817497569 0.157365126 -1.844172072 0.179689839 -1.767358617 0.203099244 -1.576323063 0.227228529 -1.267450323 0.251644341 -0.845500294 0.275855243 -0.324217097 0.299326439 0.27385047 0.321498297 0.918383647 0.341807853 1.573157674 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.198611171 0.37471238 2.754906384 0.386376486 3.20519492 0.394360216 3.518763752 0.398423793 3.673734273 0.398443914 3.659025355 0.394419966 3.475365874 0.386474058 3.135244354 0.374844865 2.661800179 0.359875719 2.086777171 0.34199778 1.447761091 0.32170943 0.784995099 0.299553264 0.13810273 0.276092166 -0.4569567 0.25188591 -0.970417805 0.227469632 -1.380514378 0.203335281 -1.674442804 0.17991684 -1.848464836 0.157579839 -1.90722307 0.136615273 -1.86241741 0.117237788 -1.73104093 0.099587708 -1.533395565 0.083736272 -1.291102514 0.069693339 -1.025293396 0.05741676 -0.755122634 0.046822635 -0.496687296 0.037795734 -0.262385377 0.030199481 -0.06069409 0.023885038 0.103688981 0.018699163 0.229424461 0.014490659 0.317923674 0.011115369 0.37264835 0.008439746 0.398400201 0.006343145 0.400665753 0.004718997 0.385061593 0.003475077 0.356904765 0.002533081 0.320914985 0.001827693 0.281041014 0.001305351 0.240393649 0.000922829 0.201262329 0.00064578 0.165190734 0.00044732 0.133088099 0.000306705 0.105356358 0.000208159 0.08201758 0.000139842 0.062830863 9.29928E-05 0.047392166 6.12113E-05 0.035214184 3.98826E-05 0.02578614 2.5722E-05 0.018615231 1.64209E-05 0.013252559 1.03767E-05 0.009306784 6.49066E-06 0.0064487214.01874E-06 0.004409765 2.46298E-06 0.002976521 1.49417E-06 0.001983489Absolute values

0.001933224 9.76278E-05 0.002899727 0.000292872 0.004293815 0.000433675 0.006275717 0.000633847 0.009051723 0.000914224 0.012881038 0.001300985 0.018080638 0.001826144 0.025026332 0.002527659 0.034147683 0.003448916 0.045914001 0.004637314 0.060808271 0.006141635 0.079285927 0.008007879 0.101715773 0.010273293 0.128301495 0.012958451 0.158984063 0.01605739 0.193328038 0.019526132 0.230398414 0.02327024 0.26863884 0.027132523 0.305766607 0.030882427 0.338704031 0.034209107 0.363569033 0.036720472 0.375748842 0.037950633 0.370078981 0.037377977 0.341144044 0.034455548 0.283706829 0.02865439 0.193258115 0.01951907 0.066661435 0.006732805 0.097152794 0.009812432 0.296509255 0.029947435 0.52640781 0.053167189 0.778133612 0.078591495 1.039149271 0.104954076 1.293348779 0.130628227 1.521726976 0.153694425 1.703479329 0.172051412 1.817497569 0.183567254 1.844172072 0.186261379 1.767358617 0.17850322 1.576323063 0.159208629 1.267450323 0.128012483 0.845500294 0.08539553 0.324217097 0.032745927 0.27385047 0.027658897 0.918383647 0.092756748 1.573157674 0.158888925 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.198611171 0.222059728 2.754906384 0.278245545 3.20519492 0.323724687 3.518763752 0.355395139 3.673734273 0.371047162 3.659025355 0.369561561 3.475365874 0.351011953 3.135244354 0.31665968 2.661800179 0.268841818 2.086777171 0.210764494 1.447761091 0.14622387 0.784995099 0.079284505 0.13810273 0.013948376 0.4569567 0.046152627 0.970417805 0.098012198 1.380514378 0.139431952 1.674442804 0.169118723 1.848464836 0.186694948 1.90722307 0.19262953 1.86241741 0.188104158 1.73104093 0.174835134 1.533395565 0.154872952 1.291102514 0.130401354 1.025293396 0.103554633 0.755122634 0.076267386 0.496687296 0.050165417 0.262385377 0.026500923 0.06069409 0.006130103 0.103688981 0.010472587 0.229424461 0.023171871 0.317923674 0.032110291 0.37264835 0.037637483 0.398400201 0.04023842 0.400665753 0.040467241 0.385061593 0.038891221 0.356904765 0.036047381 0.320914985 0.032412413 0.281041014 0.028385142 0.240393649 0.024279759 0.201262329 0.020327495 0.165190734 0.016684264 0.133088099 0.013441898 0.105356358 0.010640992 0.08201758 0.008283776 0.062830863 0.006345917 0.047392166 0.004786609 0.035214184 0.003556633 0.02578614 0.0026044 0.018615231 0.001880138 0.013252559 0.001338509 0.009306784 0.000939985 0.006448721 0.0006513210.004409765 0.000445386 0.002976521 0.000300629 0.001983489 0.000100166Cumulative normalization

9.76278E-05 1.24241E-05 0.0003905 4.96952E-05 0.000824176 0.000104885 0.001458023 0.000185548 0.002372247 0.000301893 0.003673232 0.000467457 0.005499376 0.000699852 0.008027036 0.001021523 0.011475952 0.001460433 0.016113266 0.002050579 0.022254901 0.002832165 0.03026278 0.00385125 0.040536073 0.005158632 0.053494524 0.006807728 0.069551914 0.008851196 0.089078046 0.011336097 0.112348286 0.014297474 0.139480809 0.017750367 0.170363236 0.021680473 0.204572343 0.026033934 0.241292816 0.030706991 0.279243449 0.035536599 0.316621426 0.040293331 0.351076974 0.044678154 0.379731364 0.048324719 0.399250433 0.050808722 0.405983238 0.05166554 0.415795671 0.052914273 0.445743105 0.056725392 0.498910294 0.063491463 0.577501789 0.073493039 0.682455865 0.086849524 0.813084092 0.103473309 0.966778517 0.123032504 1.138829929 0.144927815 1.322397183 0.168288635 1.508658562 0.19199231 1.687161783 0.21470868 1.846370412 0.234969614 1.974382895 0.251260519 2.059778424 0.262127978 2.092524351 0.266295233 2.120183249 0.269815112 2.212939997 0.281619362 2.371828922 0.301839611 

### ( )2 () ()

i 

### f a f xf b         

# 2.59388865 0.330098994 2.872134195 0.3655086 3.195858882 0.406705894 3.551254021 0.451933578 3.922301183 0.499153144 4.291862743 0.546183651 4.642874697 0.59085353 4.959534377 0.63115173 5.228376195 0.665364615 5.439140689 0.692186563 5.585364559 0.710795054 5.664649064 0.720884822 5.67859744 0.722659896 5.724750067 0.728533292 5.822762265 0.741006352 5.962194217 0.758750501 6.13131294 0.780272597 6.318007889 0.804031448 6.510637419 0.828545536 6.698741577 0.852483724 6.873576711 0.874733292 7.028449663 0.894442467 7.158851017 0.91103738 7.26240565 0.924215771 7.338673036 0.93392158 7.388838453 0.940305645 7.415339376 0.94367816 7.421469479 0.944458278 7.431942066 0.945791023 7.455113937 0.948739881 7.487224228 0.952826246 7.524861711 0.957616003 7.565100132 0.962736755 7.605567373 0.967886628 7.644458593 0.972835935 7.680505975 0.977423335 7.712918388 0.981548148 7.741303531 0.985160449 7.765583289 0.988250298 7.785910784 0.990837181 7.802595049 0.992960425 7.816036947 0.994671044 7.826677939 0.99602522 7.834961714 0.997079416 7.841307632 0.997886999 7.84609424 0.998496144 7.849650873 0.998948762 7.852255273 0.999280199 7.854135411 0.999519466 7.85547392 0.999689805 7.856413905 0.999809427 7.857065226 0.9998923157.857510612 0.999948995 7.857811241 0.999987253 7.857911407 1

395.8386369**Appendix E-4h (i): Biomass Suspension Burner TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass Suspension Burner

No 2VAATCPanels YES Yes Dry Biomass Suspension Burner

No 2VAATCPanels YES Yes Dry Biomass Suspension Burner

No 2VAATCPanelsUnitID Data Source Source Tab Pollutant Data TypeRun Number Babcock & Wilcox BoilerICR Phase I PM and Metals (2) TSM8 ET Sample #1 Babcock & Wilcox BoilerICR Phase I PM and Metals (2) TSM8 ET Sample #2 Babcock & Wilcox BoilerICR Phase I PM and Metals (2) TSM8 ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 8/1/2006 0.004122437 -5.491310786 0 8/1/2006 0.004843251 -5.33016909 0 8/1/2006 0.005248208 -5.249868594 0**Appendix E-4h (ii): Biomass Suspension Burner TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-5.357116156

Variance of natural log of

test runs (σ2) 0.015118191

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.247230737

Denominator for calculation of flatness of z distribution (β2z) 0.000696137

Flatness of z distribution

(β2z) 4666.640766

Skewness of z distribution

(√β1z) 0.214859064Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815433 0.999274636 0.996005646 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.004750255

exp (2μ + σ2) 2.25649E-05

exp (σ2) - 1 0.015233049

(σ2/n) + [σ4/(2(n - 1))] 0.005096537

Square root term 0.001437437

Confidence Level 99% 99.9% 99.5%

UPL 6.42E-03 6.81E-03 6.56E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -8.03E-01 -9.39E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4h (ii): Biomass Suspension Burner TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Suspension Burner

Dy Biomass2VAATCPanels Babcock & Wilcox Boiler ICR Phase I PM and Metals (2)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 0.004737965-5.35214749 3 2ET /Wood: Plywood, Particleboard (containing glues or resins)//Wood: Plywood, Particleboard (containing glues or resins)/**Appendix E-4h (iii): Biomass Suspension Burner Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 4666.6408 0.2148591

1.28168E-05 -5=f(a) 92881.24 5.12745E-05 1 -4.899 84527.445 0.000108235 2 -4.798 76720.784 0.000191507 3 -4.697 69437.96 0.000311644 4 -4.596 62656.16 0.000482651 5 -4.495 56353.06 0.000722756 6 -4.394 50506.819 0.001055193 7 -4.293 45096.081 0.001508934 8 -4.192 40099.976 0.002119217 9 -4.091 35498.119 0.002927741 10 -3.99 31270.611 0.003982316 11 -3.889 27398.038 0.005335717 12 -3.788 23861.47 0.007043494 13 -3.687 20642.465 0.009160486 14 -3.586 17723.063 0.011735791 15 -3.485 15085.792 0.014806095 16 -3.384 12713.665 0.018387336 17 -3.283 10590.178 0.022464939 18 -3.182 8699.3145 0.026983074 19 -3.081 7025.5432 0.031833723 20 -2.98 5553.8173 0.036846656 21 -2.879 4269.5755 0.041781687 22 -2.778 3158.7421 0.04632486 23 -2.677 2207.7264 0.050090258 24 -2.576 1403.4231 0.052629065 25 -2.475 733.2122 0.053447197 26 -2.374 184.95908 0.054862213 27 -2.273 -252.9857 0.059005234 28 -2.172 -591.7862 0.066309622 29 -2.071 -842.1212 0.077097916 30 -1.97 -1014.184 0.091530737 31 -1.869 -1117.683 0.109558656 32 -1.768 -1161.842 0.130882511 33 -1.667 -1155.397 0.15492787 34 -1.566 -1106.601 0.180838925 35 -1.465 -1023.221 0.207495975 36 -1.364 -912.5381 0.233558802 37 -1.263 -781.3496 0.257535809 38 -1.162 -635.9662 0.277876001 39 -1.061 -482.2138 0.293078007 40 -0.96 -325.4327 0.301807769 41 -0.859 -170.4781 0.30301463 42 -0.758 -21.71998 0.30999467 43 -0.657 116.95712 0.325359442 44 -0.556 242.15391

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348794224 45 -0.455 350.9564

0.379465097 46 -0.354 440.93593 0.416054929 47 -0.253 510.1491 0.456840669 48 -0.152 557.13784 0.499806299 49 -0.051 580.92935 0.542781999 50 0.05 581.03617 0.583597221 51 0.151 557.4561 0.620233826 52 0.252 510.67227 0.650965446 53 0.353 441.6531 0.674470733 54 0.454 351.85231 0.68991102 55 0.555 243.20892 0.696966718 56 0.656 118.14724 0.698102378 57 0.757 -20.4231 0.706769376 58 0.858 -169.1072 0.721920145 59 0.959 -324.0248 0.74222266 60 1.06 -480.8104 0.766176459 61 1.161 -634.6131 0.792230374 62 1.262 -780.0969 0.818891686 63 1.363 -911.4404 0.844818301 64 1.464 -1022.337 0.868888128 65 1.565 -1105.994 0.890242706 66 1.666 -1155.135 0.908304923 67 1.767 -1161.997 0.922773117 68 1.868 -1118.331 0.933595699 69 1.969 -1015.406 0.94093157 70 2.07 -844.0015 0.94510204 71 2.171 -594.4148 0.946539731 72 2.272 -256.4563 0.94734025 73 2.373 180.54831 0.949866418 74 2.474 727.75875 0.953623764 75 2.575 1396.8201 0.958162888 76 2.676 2199.8626 0.963097169 77 2.777 3149.5019 0.968111909 78 2.878 4258.839 0.972966208 79 2.979 5541.46 0.977489182 80 3.08 7011.4366 0.98157226 81 3.181 8683.3255 0.985159167 82 3.282 10572.169 0.988234989 83 3.383 12693.494 0.990815433 84 3.484 15063.314 0.992937039 85 3.585 17698.127 0.994648836 86 3.686 20614.915 0.996005646 87 3.787 23831.148 0.997063045 88 3.888 27364.78 0.997873857 89 3.989 31234.25 0.998485957 90 4.09 35458.481 0.998941114 91 4.191 40056.885 0.999274636 92 4.292 45049.357 0.999515556 93 4.393 50456.275 0.999687167 94 4.494 56298.508 0.999807745 95 4.595 62597.405 0.999891333 96 4.696 69374.8020.999948516 97 4.797 76653.022

0.99998713 98 4.898 84454.872

1 99 4.999 92803.643distribution of Z Normal distribution

1.48672E-06 0.138088351 2.45094E-06 0.207171676 3.9995E-06 0.306844982 6.46025E-06 0.448586358 1.03291E-05 0.647181014 1.63472E-05 0.921217416 2.56093E-05 1.293442285 3.97118E-05 1.790845024 6.09553E-05 2.444304136 9.26132E-05 3.287593884 0.000139285 4.355526325 0.000207351 5.681002087 0.000305546 7.290774453 0.000445674 9.199807788 0.000643469 11.40424362 0.000919619 13.87318217 0.001300942 16.5397424 0.001821704 19.2921676 0.002525035 21.96606979 0.003464389 24.33921377 0.004704958 26.13047443 0.006324913 27.00469292 0.008416337 26.58503928 0.011085658 24.47410064 0.014453386 20.28421606 0.018652949 13.6765697 0.023828414 4.407281611 0.030130931 -7.622694189 0.03771375 -22.31847616 0.046725789 -39.34877803 0.057303789 -58.11659934 0.069563239 -77.74968123 0.083588399 -97.1164939 0.099421884 -114.8717214 0.117054396 -129.5324751 0.136415346 -139.5829887 0.157365126 -143.6016709 0.179689839 -140.4005866 0.203099244 -129.164264 0.227228529 -109.5727242 0.251644341 -81.89328518 0.275855243 -47.02727613 0.299326439 -6.501363242 0.321498297 37.60151424 0.341807853 82.77010674 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 126.2432977 0.37471238 165.2241521 0.386376486 197.1096172 0.394360216 219.7129976 0.398423793 231.456076 0.398443914 231.5103249 0.394419966 219.871817 0.386474058 197.3615864 0.374844865 165.5513982 0.359875719 126.6231037 0.34199778 83.17690985 0.32170943 38.00908147 0.299553264 -6.117805292 0.276092166 -46.68916602 0.25188591 -81.61727387 0.227469632 -109.3697562 0.203335281 -129.0392385 0.17991684 -140.3525776 0.157579839 -143.6246305 0.136615273 -139.666813 0.117237788 -129.6642874 0.099587708 -115.0372247 0.083736272 -97.30125548 0.069693339 -77.94023799 0.05741676 -58.30130875 0.046822635 -39.51837636 0.037795734 -22.46634224 0.030199481 -7.744846711 0.023885038 4.312403255 0.018699163 13.60847916 0.014490659 20.24084328 0.011115369 24.45228408 0.008439746 26.58099681 0.006343145 27.01443429 0.004718997 26.15013246 0.003475077 24.36528474 0.002533081 21.99556463 0.001827693 19.32268353 0.001305351 16.56946988 0.000922829 13.90086408 0.00064578 11.42910349 0.00044732 9.221462038 0.000306705 7.309140767 0.000208159 5.696212799 0.000139842 4.367852547 9.29928E-05 3.297383313 6.12113E-05 2.451933316 3.98826E-05 1.796685262 2.5722E-05 1.297837444 1.64209E-05 0.924471345 1.03767E-05 0.649552291 6.49066E-06 0.4502881664.01874E-06 0.308048291 2.46298E-06 0.20801025 1.49417E-06 0.13866451Absolute values

0.138088351 0.006973462 0.207171676 0.020924339 0.306844982 0.030991343 0.448586358 0.045307222 0.647181014 0.065365282 0.921217416 0.093042959 1.293442285 0.130637671 1.790845024 0.180875347 2.444304136 0.246874718 3.287593884 0.332046982 4.355526325 0.439908159 5.681002087 0.573781211 7.290774453 0.73636822 9.199807788 0.929180587 11.40424362 1.151828606 13.87318217 1.401191399 16.5397424 1.670513982 19.2921676 1.948508928 21.96606979 2.218573049 24.33921377 2.458260591 26.13047443 2.639177918 27.00469292 2.727473985 26.58503928 2.685088967 24.47410064 2.471884164 20.28421606 2.048705822 13.6765697 1.381333539 4.407281611 0.445135443 7.622694189 0.769892113 22.31847616 2.254166092 39.34877803 3.974226581 58.11659934 5.869776533 77.74968123 7.852717804 97.1164939 9.808765884 114.8717214 11.60204386 129.5324751 13.08277998 139.5829887 14.09788186 143.6016709 14.50376876 140.4005866 14.18045925 129.164264 13.04559067 109.5727242 11.06684514 81.89328518 8.271221803 47.02727613 4.749754889 6.501363242 0.656637687 37.60151424 3.797752938 82.77010674 8.359780781 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 126.2432977 12.75057307 165.2241521 16.68763937 197.1096172 19.90807134 219.7129976 22.19101275 231.456076 23.37706368 231.5103249 23.38254282 219.871817 22.20705352 197.3615864 19.93352022 165.5513982 16.72069122 126.6231037 12.78893348 83.17690985 8.400867895 38.00908147 3.838917228 6.117805292 0.617898334 46.68916602 4.715605768 81.61727387 8.243344661 109.3697562 11.04634538 129.0392385 13.03296309 140.3525776 14.17561034 143.6246305 14.50608768 139.666813 14.10634812 129.6642874 13.09609303 115.0372247 11.6187597 97.30125548 9.827426804 77.94023799 7.871964037 58.30130875 5.888432183 39.51837636 3.991356013 22.46634224 2.269100566 7.744846711 0.782229518 4.312403255 0.435552729 13.60847916 1.374456395 20.24084328 2.044325171 24.45228408 2.469680692 26.58099681 2.684680678 27.01443429 2.728457864 26.15013246 2.641163378 24.36528474 2.460893759 21.99556463 2.221552028 19.32268353 1.951591037 16.56946988 1.673516458 13.90086408 1.403987272 11.42910349 1.154339452 9.221462038 0.931367666 7.309140767 0.738223217 5.696212799 0.575317493 4.367852547 0.441153107 3.297383313 0.333035715 2.451933316 0.247645265 1.796685262 0.181465211 1.297837444 0.131081582 0.924471345 0.093371606 0.649552291 0.065604781 0.450288166 0.0454791050.308048291 0.031112877 0.20801025 0.021009035 0.13866451 0.007002558Cumulative normalization

0.006973462 1.28168E-05 0.027897801 5.12745E-05 0.058889144 0.000108235 0.104196366 0.000191507 0.169561649 0.000311644 0.262604608 0.000482651 0.393242279 0.000722756 0.574117626 0.001055193 0.820992344 0.001508934 1.153039326 0.002119217 1.592947485 0.002927741 2.166728695 0.003982316 2.903096915 0.005335717 3.832277502 0.007043494 4.984106107 0.009160486 6.385297506 0.011735791 8.055811489 0.014806095 10.00432042 0.018387336 12.22289347 0.022464939 14.68115406 0.026983074 17.32033197 0.031833723 20.04780596 0.036846656 22.73289493 0.041781687 25.20477909 0.04632486 27.25348491 0.050090258 28.63481845 0.052629065 29.07995389 0.053447197 29.84984601 0.054862213 32.1040121 0.059005234 36.07823868 0.066309622 41.94801521 0.077097916 49.80073302 0.091530737 59.6094989 0.109558656 71.21154276 0.130882511 84.29432275 0.15492787 98.39220461 0.180838925 112.8959734 0.207495975 127.0764326 0.233558802 140.1220233 0.257535809 151.1888684 0.277876001 159.4600902 0.293078007 164.2098451 0.301807769 164.8664828 0.30301463 168.6642357 0.30999467 177.0240165 0.325359442 

### ( )2 () ()

i 

### f a f xf b         

# 189.7745896 0.348794224 206.462229 0.379465097 226.3703003 0.416054929 248.561313 0.456840669 271.9383767 0.499806299 295.3209195 0.542781999 317.5279731 0.583597221 337.4614933 0.620233826 354.1821845 0.650965446 366.971118 0.674470733 375.3719859 0.68991102 379.2109031 0.696966718 379.8288014 0.698102378 384.5444072 0.706769376 392.7877519 0.721920145 403.8340972 0.74222266 416.8670603 0.766176459 431.0426707 0.792230374 445.5487584 0.818891686 459.6551065 0.844818301 472.7511995 0.868888128 484.3699592 0.890242706 494.197386 0.908304923 502.06935 0.922773117 507.9577822 0.933595699 511.9491382 0.94093157 514.2182388 0.94510204 515.0004683 0.946539731 515.436021 0.94734025 516.8104774 0.949866418 518.8548026 0.953623764 521.3244833 0.958162888 524.009164 0.963097169 526.7376218 0.968111909 529.3787852 0.972966208 531.839679 0.977489182 534.061231 0.98157226 536.0128221 0.985159167 537.6863385 0.988234989 539.0903258 0.990815433 540.2446652 0.992937039 541.1760329 0.994648836 541.9142561 0.996005646 542.4895736 0.997063045 542.9307267 0.997873857 543.2637624 0.998485957 543.5114077 0.998941114 543.6928729 0.999274636 543.8239545 0.999515556 543.9173261 0.999687167 543.9829309 0.999807745 544.02841 0.999891333544.0595229 0.999948516 544.0805319 0.99998713 544.0875345 1

27473.69142**Appendix E-4i (i): Biomass Suspension/Grate Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Yes Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Yes Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Yes Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorp YES Wet Biomass Suspension/Grate

no 1FLUSSugarCorpUnitID Data Source Source Tab Pollutant Data Type Boiler No. 8 ICR Phase I PM and Metals 010507 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 010507 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 010507 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 011006 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 011006 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 011006 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 032405 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 032405 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 032405 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 032605 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 032605 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 032605 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 060206 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 060206 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 060206 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 082206 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 082206 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 082206 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 113007 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 113007 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase I PM and Metals 113007 Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Comments Additional PM Data from Comments Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Comments Additional PM Data from Comments Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Comments Additional PM Data from Comments Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Comments Additional PM Data from Comments Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ET Boiler No. 8 ICR Phase II - Voluntary Additional PM Data Particulate Matter (PM) filterable ETRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" Sample #11/5/2007 0.01 -4.605170186 0 Sample #21/5/2007 0.008 -4.828313737 0 Sample #31/5/2007 0.011 -4.509860006 0 Sample #11/10/2006 0.019 -3.9633163 0 Sample #21/10/2006 0.02 -3.912023005 0 Sample #31/10/2006 0.024 -3.729701449 0 Sample #13/24/2005 0.0043 -5.449140256 0 Sample #23/24/2005 0.0034 -5.683979847 0 Sample #33/24/2005 0.0041 -5.496768305 0 Sample #13/26/2005 0.0034 -5.683979847 0 Sample #23/26/2005 0.0068 -4.990832667 0 Sample #33/26/2005 0.0078 -4.853631545 0 Sample #16/2/2006 0.0019 -6.265901393 0 Sample #26/2/2006 0.0026 -5.952243834 0 Sample #36/2/2006 0.0022 -6.119297919 0 Sample #18/22/2006 0.0101 -4.595219855 0 Sample #28/22/2006 0.0193 -3.947650183 0 Sample #38/22/2006 0.0167 -4.09234656 0 Sample #111/30/2007 0.016 -4.135166557 0 Sample #211/30/2007 0.011 -4.509860006 0 Sample #311/30/2007 0.017 -4.074541935 0 Sample #111/30/2010 0.013 -4.342805922 0 Sample #211/30/2010 0.006 -5.11599581 0 Sample #311/30/2010 0.011 -4.509860006 0 Sample #412/2/2010 0.006 -5.11599581 0 Sample #112/2/2009 0.01 -4.605170186 0 Sample #112/11/2008 0.006 -5.11599581 0 Sample #212/2/2009 0.008 -4.828313737 0 Sample #212/11/2008 0.005 -5.298317367 0 Sample #312/11/2008 0.014 -4.268697949 0 Sample #312/3/2009 0.004 -5.521460918 0 Sample #412/11/2008 0.006 -5.11599581 0**Appendix E-4i (ii): Biomass Suspension/Grate Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES YES YES Number of sources with test data 1 YES

n 32 YES n-1 31 YES YES

Average of natural log of test run values (μ)-4.851173585

Variance of natural log of

test runs (σ2) 0.467854153

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 19.28389367

Denominator for calculation of flatness of z distribution (β2z) 1.067667723

Flatness of z distribution

(β2z) 20.06169959

Skewness of z distribution

(√β1z) 1.60382118Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990772738 0.999294734 0.996047784 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.009879963

exp (2μ + σ2) 9.76137E-05

exp (σ2) - 1 0.596564532

(σ2/n) + [σ4/(2(n - 1))] 0.018150886

Square root term 0.013807409

Confidence Level 99% 99.9% 99.5%

UPL 2.59E-02 2.96E-02 2.73E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 7.29E-01 -3.08E-01 **SE Skewness** 0.43 0.43 **Skewness Test** normal normal **Kurtosis =** -3.73E-01 -7.33E-01 **SE Kurtosis** 0.87 0.87 **Kurtosis Test** normal normal **Number of test runs =** 32 32**Appendix E-4i (ii): Biomass Suspension/Grate Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 060206 Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 032405 Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 032605 Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase II - VoluntaryAdditional PM Data Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase II - CommentsAdditional PM Data from Comments

Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 010507 Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 113007 Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 082206 Suspension/Grate

Wet Biomass1FLUSSugarCorp Boiler No. 8 ICR Phase I PM and Metals 011006PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.002233333-6.104260041 3 2ET /Bagasse/ Particulate Matter (PM) filterable

0.003933333-5.538268036 3 2ET /Bagasse/ Particulate Matter (PM) filterable

0.006-5.11599581 3 2ET /Bagasse/ Particulate Matter (PM) filterable

0.007571429-4.883373514 7 6ET /Bagasse/ Particulate Matter (PM) filterable

0.009-4.710530702 4 3ET /Bagasse/

Particulate Matter (PM) filterable

0.009666667-4.639071738 3 2ET /Bagasse/ Particulate Matter (PM) filterable

0.014666667-4.222177934 3 2ET /Bagasse/ Particulate Matter (PM) filterable

0.015366667-4.175554618 3 2ET /Wood: Unadulterated Timber/ Particulate Matter (PM) filterable

0.021-3.863232841 3 2ET /Bagasse/**Appendix E-4i (iii): Biomass Suspension/Grate Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 20.0617 1.6038212

1.03519E-05 -5=f(a) 311.4088 4.13419E-05 1 -4.899 282.74912 8.713E-05 2 -4.798 256.011 0.000153896 3 -4.697 231.11085 0.000249957 4 -4.596 207.96686 0.000386292 5 -4.495 186.49902 0.000577118 6 -4.394 166.62907 0.000840442 7 -4.293 148.28053 0.001198559 8 -4.192 131.3787 0.001678358 9 -4.091 115.85066 0.002311344 10 -3.99 101.62527 0.003133189 11 -3.889 88.63313 0.004182643 12 -3.788 76.806659 0.005499612 13 -3.687 66.080031 0.007122214 14 -3.586 56.389196 0.009082676 15 -3.485 47.671883 0.011402026 16 -3.384 39.867595 0.014083627 17 -3.283 32.917609 0.017105822 18 -3.182 26.76498 0.020414123 19 -3.081 21.354538 0.023913667 20 -2.98 16.632886 0.027462874 21 -2.879 12.548405 0.030869464 22 -2.778 9.0512506 0.033890154 23 -2.677 6.0933542 0.036235331 24 -2.576 3.6284222 0.037579902 25 -2.475 1.6119365 0.037581132 26 -2.374 0.0011546 0.039258514 27 -2.273 -1.244891 0.042910458 28 -2.172 -2.165391 0.048756416 29 -2.071 -2.797762 0.056899276 30 -1.97 -3.177645 0.067285846 31 -1.869 -3.338906 0.079672063 32 -1.768 -3.313634 0.093597593 33 -1.667 -3.132143 0.108374468 34 -1.566 -2.822973 0.123093806 35 -1.465 -2.412886 0.136653491 36 -1.364 -1.926872 0.147807882 37 -1.263 -1.388143 0.155238445 38 -1.162 -0.818135 0.157641722 39 -1.061 -0.236512 0.161454772 40 -0.96 0.338842 0.172456076 41 -0.859 0.8918149 0.19130376 42 -0.758 1.4080716 0.218261297 43 -0.657 1.8750521 0.253141622 44 -0.556 2.2819719

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.295283623 45 -0.455 2.619822

0.343565606 46 -0.354 2.8813688 0.396456886 47 -0.253 3.0611541 0.452104792 48 -0.152 3.1554952 0.50845064 49 -0.051 3.1624849 0.563365109 50 0.05 3.0819912 0.614791217 51 0.151 2.9156579 0.660882196 52 0.252 2.666904 0.700122023 53 0.353 2.340924 0.731418156 54 0.454 1.944688 0.754158933 55 0.555 1.4869413 0.768231774 56 0.656 0.9782048 0.774002262 57 0.757 0.4307748 0.775746531 58 0.858 -0.141277 0.783880291 59 0.959 -0.722103 0.797043846 60 1.06 -1.294081 0.81375484 61 1.161 -1.837813 0.832518256 62 1.262 -2.332125 0.851925488 63 1.363 -2.754069 0.870735352 64 1.464 -3.078919 0.887932361 65 1.565 -3.280176 0.902760318 66 1.666 -3.329564 0.91473183 67 1.767 -3.197033 0.923616467 68 1.868 -2.850757 0.929411878 69 1.969 -2.257134 0.932303027 70 2.07 -1.380786 0.932614968 71 2.171 -0.184562 0.934465755 72 2.272 1.3704677 0.938017211 73 2.373 3.3250054 0.942801557 74 2.474 5.7215305 0.948377159 75 2.575 8.6042971 0.954351535 76 2.676 12.019335 0.960395606 77 2.777 16.01445 0.966250058 78 2.878 20.639222 0.971725153 79 2.979 25.945008 0.976695632 80 3.08 31.984939 0.981092311 81 3.181 38.813922 0.984891915 82 3.282 46.48864 0.9881064 83 3.383 55.06755 0.990772738 84 3.484 64.610887 0.992943834 85 3.585 75.180658 0.994680953 86 3.686 86.840649 0.996047784 87 3.787 99.656419 0.997106123 88 3.888 113.6953 0.997912994 89 3.989 129.02641 0.998518974 90 4.09 145.72063 0.99896748 91 4.191 163.85062 0.999294734 92 4.292 183.49082 0.999530211 93 4.393 204.71744 0.999697348 94 4.494 227.60848 0.999814397 95 4.595 252.24368 0.999895292 96 4.696 278.70460.999950477 97 4.797 307.07454

0.999987643 98 4.898 337.4386

1 99 4.999 369.88363distribution of Z Normal distribution

1.48672E-06 0.000462978 2.45094E-06 0.000693001 3.9995E-06 0.001023917 6.46025E-06 0.001493033 1.03291E-05 0.002148108 1.63472E-05 0.003048746 2.56093E-05 0.004267247 3.97118E-05 0.005888482 6.09553E-05 0.008008222 9.26132E-05 0.010729299 0.000139285 0.014154873 0.000207351 0.018378141 0.000305546 0.02346796 0.000445674 0.029450145 0.000643469 0.036284706 0.000919619 0.043839973 0.001300942 0.051865435 0.001821704 0.059966136 0.002525035 0.0675825 0.003464389 0.073980423 0.004704958 0.078257021 0.006324913 0.079367566 0.008416337 0.076178379 0.011085658 0.067548844 0.014453386 0.052442988 0.018652949 0.030067368 0.023828414 2.75115E-05 0.030130931 -0.037509714 0.03771375 -0.081665007 0.046725789 -0.130727644 0.057303789 -0.182091122 0.069563239 -0.23226511 0.083588399 -0.276981327 0.099421884 -0.311403536 0.117054396 -0.330441341 0.136415346 -0.329154717 0.157365126 -0.303222483 0.179689839 -0.249435164 0.203099244 -0.166162693 0.227228529 -0.053742218 0.251644341 0.085267664 0.275855243 0.246011808 0.299326439 0.421473044 0.321498297 0.602826047 0.341807853 0.779995922 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.942381931 0.37471238 1.079684576 0.386376486 1.182757979 0.394360216 1.244401785 0.398423793 1.260009218 0.398443914 1.228000642 0.394419966 1.14999369 0.386474058 1.030689212 0.374844865 0.877483358 0.359875719 0.699845995 0.34199778 0.508530624 0.32170943 0.314697705 0.299553264 0.129039995 0.276092166 -0.039005455 0.25188591 -0.181887618 0.227469632 -0.294364198 0.203335281 -0.373692259 0.17991684 -0.419588611 0.157579839 -0.433985685 0.136615273 -0.420627313 0.117237788 -0.384560535 0.099587708 -0.331583663 0.083736272 -0.267707661 0.069693339 -0.198678788 0.05741676 -0.129597312 0.046822635 -0.064652048 0.037795734 -0.006975644 0.030199481 0.041387414 0.023885038 0.079417882 0.018699163 0.106987829 0.014490659 0.124681937 0.011115369 0.133599346 0.008439746 0.135157895 0.006343145 0.130917585 0.004718997 0.122434411 0.003475077 0.111150138 0.002533081 0.098318798 0.001827693 0.084966981 0.001305351 0.071882502 0.000922829 0.059624805 0.00064578 0.048550196 0.00044732 0.038845551 0.000306705 0.030565157 0.000208159 0.023666649 0.000139842 0.018043281 9.29928E-05 0.013550969 6.12113E-05 0.010029507 3.98826E-05 0.00731809 2.5722E-05 0.005265747 1.64209E-05 0.003737533 1.03767E-05 0.002617448 6.49066E-06 0.0018089764.01874E-06 0.001234052 2.46298E-06 0.000831103 1.49417E-06 0.000552669Absolute values

0.000462978 2.33804E-05 0.000693001 6.99931E-05 0.001023917 0.000103416 0.001493033 0.000150796 0.002148108 0.000216959 0.003048746 0.000307923 0.004267247 0.000430992 0.005888482 0.000594737 0.008008222 0.00080883 0.010729299 0.001083659 0.014154873 0.001429642 0.018378141 0.001856192 0.02346796 0.002370264 0.029450145 0.002974465 0.036284706 0.003664755 0.043839973 0.004427837 0.051865435 0.005238409 0.059966136 0.00605658 0.0675825 0.006825833 0.073980423 0.007472023 0.078257021 0.007903959 0.079367566 0.008016124 0.076178379 0.007694016 0.067548844 0.006822433 0.052442988 0.005296742 0.030067368 0.003036804 2.75115E-05 2.77866E-06 0.037509714 0.003788481 0.081665007 0.008248166 0.130727644 0.013203492 0.182091122 0.018391203 0.23226511 0.023458776 0.276981327 0.027975114 0.311403536 0.031451757 0.330441341 0.033374575 0.329154717 0.033244626 0.303222483 0.030625471 0.249435164 0.025192952 0.166162693 0.016782432 0.053742218 0.005427964 0.085267664 0.008612034 0.246011808 0.024847193 0.421473044 0.042568777 0.602826047 0.060885431 0.779995922 0.078779588 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.942381931 0.095180575 1.079684576 0.109048142 1.182757979 0.119458556 1.244401785 0.12568458 1.260009218 0.127260931 1.228000642 0.124028065 1.14999369 0.116149363 1.030689212 0.10409961 0.877483358 0.088625819 0.699845995 0.070684445 0.508530624 0.051361593 0.314697705 0.031784468 0.129039995 0.01303304 0.039005455 0.003939551 0.181887618 0.018370649 0.294364198 0.029730784 0.373692259 0.037742918 0.419588611 0.04237845 0.433985685 0.043832554 0.420627313 0.042483359 0.384560535 0.038840614 0.331583663 0.03348995 0.267707661 0.027038474 0.198678788 0.020066558 0.129597312 0.013089329 0.064652048 0.006529857 0.006975644 0.00070454 0.041387414 0.004180129 0.079417882 0.008021206 0.106987829 0.010805771 0.124681937 0.012592876 0.133599346 0.013493534 0.135157895 0.013650947 0.130917585 0.013222676 0.122434411 0.012365876 0.111150138 0.011226164 0.098318798 0.009930199 0.084966981 0.008581665 0.071882502 0.007260133 0.059624805 0.006022105 0.048550196 0.00490357 0.038845551 0.003923401 0.030565157 0.003087081 0.023666649 0.002390332 0.018043281 0.001822371 0.013550969 0.001368648 0.010029507 0.00101298 0.00731809 0.000739127 0.005265747 0.00053184 0.003737533 0.000377491 0.002617448 0.000264362 0.001808976 0.0001827070.001234052 0.000124639 0.000831103 8.39414E-05 0.000552669 2.79098E-05Cumulative normalization

2.33804E-05 1.03519E-05 9.33735E-05 4.13419E-05 0.000196789 8.713E-05 0.000347585 0.000153896 0.000564544 0.000249957 0.000872468 0.000386292 0.00130346 0.000577118 0.001898196 0.000840442 0.002707027 0.001198559 0.003790686 0.001678358 0.005220328 0.002311344 0.00707652 0.003133189 0.009446784 0.004182643 0.012421249 0.005499612 0.016086004 0.007122214 0.020513841 0.009082676 0.02575225 0.011402026 0.03180883 0.014083627 0.038634663 0.017105822 0.046106685 0.020414123 0.054010644 0.023913667 0.062026769 0.027462874 0.069720785 0.030869464 0.076543218 0.033890154 0.08183996 0.036235331 0.084876764 0.037579902 0.084879543 0.037581132 0.088668024 0.039258514 0.09691619 0.042910458 0.110119682 0.048756416 0.128510885 0.056899276 0.151969661 0.067285846 0.179944775 0.079672063 0.211396532 0.093597593 0.244771108 0.108374468 0.278015734 0.123093806 0.308641205 0.136653491 0.333834156 0.147807882 0.350616588 0.155238445 0.356044552 0.157641722 0.364656586 0.161454772 0.389503779 0.172456076 0.432072556 0.19130376 0.492957987 0.218261297 0.571737575 0.253141622 

### ( )2 () ()

i 

### f a f xf b         

# 0.66691815 0.295283623 0.775966292 0.343565606 0.895424848 0.396456886 1.021109429 0.452104792 1.14837036 0.50845064 1.272398424 0.563365109 1.388547787 0.614791217 1.492647398 0.660882196 1.581273217 0.700122023 1.651957662 0.731418156 1.703319255 0.754158933 1.735103723 0.768231774 1.748136763 0.774002262 1.752076314 0.775746531 1.770446963 0.783880291 1.800177747 0.797043846 1.837920665 0.81375484 1.880299115 0.832518256 1.924131669 0.851925488 1.966615028 0.870735352 2.005455642 0.887932361 2.038945592 0.902760318 2.065984066 0.91473183 2.086050623 0.923616467 2.099139952 0.929411878 2.105669809 0.932303027 2.106374349 0.932614968 2.110554478 0.934465755 2.118575684 0.938017211 2.129381455 0.942801557 2.14197433 0.948377159 2.155467864 0.954351535 2.169118811 0.960395606 2.182341488 0.966250058 2.194707363 0.971725153 2.205933527 0.976695632 2.215863726 0.981092311 2.224445391 0.984891915 2.231705523 0.9881064 2.237727629 0.990772738 2.242631198 0.992943834 2.246554599 0.994680953 2.24964168 0.996047784 2.252032012 0.997106123 2.253854383 0.997912994 2.255223031 0.998518974 2.256236011 0.99896748 2.256975138 0.999294734 2.257506978 0.999530211 2.257884469 0.999697348 2.258148832 0.999814397 2.258331538 0.9998952922.258456177 0.999950477 2.258540119 0.999987643 2.258568029 1

112.4879822**Appendix E-4j (i): Biomass Suspension/Grate TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Suspension/Grate

No 1HIPuuneneSugarMill YES Wet Biomass Suspension/Grate

No 1HIPuuneneSugarMill YES Wet Biomass Suspension/Grate

No 1HIPuuneneSugarMill YES Yes Wet Biomass Suspension/Grate

No 1HIPuuneneSugarMill YES Yes Wet Biomass Suspension/Grate

No 1HIPuuneneSugarMill YES Yes Wet Biomass Suspension/Grate

No 1HIPuuneneSugarMill YES Wet Biomass Suspension/Grate

No 2HIPuuneneSugarMill YES Wet Biomass Suspension/Grate

No 2HIPuuneneSugarMill YES Wet Biomass Suspension/Grate

No 2HIPuuneneSugarMill YES Yes Wet Biomass Suspension/Grate

No 2HIPuuneneSugarMill YES Yes Wet Biomass Suspension/Grate

No 2HIPuuneneSugarMill YES Yes Wet Biomass Suspension/Grate

No 2HIPuuneneSugarMillUnitID Data Source Source Tab Pollutant Data Type Boiler 1 ICR Phase I PM and Metals (2) B1B2Bag(Hg) TSM8 ET Boiler 1 ICR Phase I PM and Metals (2) B1B2Bag(Hg) TSM8 ET Boiler 1 ICR Phase I PM and Metals (2) B1B2Bag(Hg) TSM8 ET Boiler 1 ICR Phase I PM and Metals B1B2Bag TSM8 ET Boiler 1 ICR Phase I PM and Metals B1B2Bag TSM8 ET Boiler 1 ICR Phase I PM and Metals B1B2Bag TSM8 ET Boiler 2 ICR Phase I PM and Metals (2) B1B2Bag(Hg) TSM8 ET Boiler 2 ICR Phase I PM and Metals (2) B1B2Bag(Hg) TSM8 ET Boiler 2 ICR Phase I PM and Metals (2) B1B2Bag(Hg) TSM8 ET Boiler 2 ICR Phase I PM and Metals B1B2Bag TSM8 ET Boiler 2 ICR Phase I PM and Metals B1B2Bag TSM8 ET Boiler 2 ICR Phase I PM and Metals B1B2Bag TSM8 ETRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" Sample #15/28/2006 0.000185947 -8.590050917 0 Sample #25/29/2006 0.00010075 -9.202865732 0 Sample #35/30/2006 0.000365246 -7.914939821 0 Sample #17/25/2007 0.000090245 -9.312982364 0 Sample #27/25/2007 0.000110637 -9.109255986 0 Sample #37/25/2007 0.000269483 -8.219005249 0 Sample #15/28/2006 0.000185947 -8.590050917 0 Sample #25/29/2006 0.00010075 -9.202865732 0 Sample #35/30/2006 0.000365246 -7.914939821 0 Sample #17/25/2007 0.000090245 -9.312982364 0 Sample #27/25/2007 0.000110637 -9.109255986 0 Sample #37/25/2007 0.000269483 -8.219005249 0**Appendix E-4j (ii): Biomass Suspension/Grate TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES Yes YES

Number of sources with test data 1

n 12 n-1 11

Average of natural log of test run values (μ)-8.724850011

Variance of natural log of

test runs (σ2) 0.300394706

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 10.72107085

Denominator for calculation of flatness of z distribution (β2z) 0.368323051

Flatness of z distribution

(β2z) 31.10779221

Skewness of z distribution

(√β1z) 1.145016828Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990821435 0.999286715 0.996038487 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.000188832

exp (2μ + σ2) 3.56575E-08

exp (σ2) - 1 0.35039171

(σ2/n) + [σ4/(2(n - 1))] 0.029134573

Square root term 0.000216407

Confidence Level 99% 99.9% 99.5%

UPL 4.40E-04 4.98E-04 4.62E-04

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 7.85E-01 3.89E-01 **SE Skewness** 0.71 0.71 **Skewness Test** normal normal **Kurtosis =** -8.99E-01 -1.62E+00 **SE Kurtosis** 1.41 1.41 **Kurtosis Test** normal normal **Number of test runs =** 12 12**Appendix E-4j (ii): Biomass Suspension/Grate TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Suspension/Grate

Wet Biomass1HIPuuneneSugarMillBoiler 1 ICR Phase I PM and Metals B1B2Bag Suspension/Grate

Wet Biomass1HIPuuneneSugarMillBoiler 1 ICR Phase I PM and Metals (2) B1B2Bag(Hg) Suspension/Grate

Wet Biomass2HIPuuneneSugarMillBoiler 2 ICR Phase I PM and Metals B1B2Bag Suspension/Grate

Wet Biomass2HIPuuneneSugarMillBoiler 2 ICR Phase I PM and Metals (2) B1B2Bag(Hg)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 0.000156788-8.760613858 3 2ET /Bagasse/ TSM8 0.000217314-8.434166092 3 2ET /Bagasse/ TSM8 0.000156788-8.760613858 3 2ET /Bagasse/ TSM8 0.000217314-8.434166092 3 2ET /Bagasse/**Appendix E-4j (iii): Biomass Suspension/Grate Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 31.107792 1.1450168

1.16247E-05 -5=f(a) 539.82155 4.64743E-05 1 -4.899 490.8304 9.80419E-05 2 -4.798 445.07967 0.000173355 3 -4.697 402.43012 0.000281897 4 -4.596 362.74546 0.000436228 5 -4.495 325.8923 0.000652662 6 -4.394 291.74018 0.000951955 7 -4.293 260.16158 0.001359914 8 -4.192 231.03189 0.001907843 9 -4.091 204.22943 0.002632662 10 -3.99 179.63544 0.003576526 11 -3.889 157.13409 0.004785731 12 -3.788 136.61247 0.006308688 13 -3.687 117.96061 0.008192726 14 -3.586 101.07145 0.010479563 15 -3.485 85.840857 0.013199343 16 -3.384 72.167621 0.016363262 17 -3.283 59.953462 0.019955035 18 -3.182 49.103025 0.023921646 19 -3.081 39.523877 0.028164123 20 -2.98 31.126512 0.03252937 21 -2.879 23.824347 0.036804317 22 -2.778 17.533726 0.040713852 23 -2.677 12.173915 0.04392407 24 -2.576 7.6671088 0.046052225 25 -2.475 3.9384237 0.046684459 26 -2.374 0.9159027 0.047967119 27 -2.273 -1.469487 0.051554824 28 -2.172 -3.283853 0.057768354 29 -2.071 -4.590378 0.066814403 30 -1.97 -5.449319 0.07874024 31 -1.869 -5.91801 0.093392223 32 -1.768 -6.050859 0.110383242 33 -1.667 -5.899349 0.129074275 34 -1.566 -5.512038 0.14857474 35 -1.465 -4.93456 0.167765179 36 -1.364 -4.209622 0.185343969 37 -1.263 -3.377008 0.199897458 38 -1.162 -2.473577 0.209990285 39 -1.061 -1.533263 0.214269984 40 -0.96 -0.587074 0.216962285 41 -0.859 0.3369063 0.227484926 42 -0.758 1.2135183 0.246303076 43 -0.657 2.0205283 0.27342049 44 -0.556 2.738627

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.308344066 45 -0.455 3.3514304

0.350086891 46 -0.354 3.8454791 0.397211824 47 -0.253 4.2102387 0.447913636 48 -0.152 4.4380997 0.500133705 49 -0.051 4.5243775 0.551697736 50 0.05 4.4673124 0.600464477 51 0.151 4.2680697 0.644472104 52 0.252 3.9307395 0.682069194 53 0.353 3.4623369 0.71201883 54 0.454 2.8728018 0.733567264 55 0.555 2.1749991 0.746472283 56 0.656 1.3847186 0.750990572 57 0.757 0.5206749 0.754153764 58 0.858 -0.395492 0.763925883 59 0.959 -1.339219 0.778969959 60 1.06 -2.283015 0.797798479 61 1.161 -3.196466 0.818887486 62 1.262 -4.046234 0.840781127 63 1.363 -4.796053 0.862178858 64 1.464 -5.406736 0.882000001 65 1.565 -5.836167 0.899423137 66 1.666 -6.039309 0.913900522 67 1.767 -5.968197 0.925149971 68 1.868 -5.571943 0.933128403 69 1.969 -4.796733 0.937992237 70 2.07 -3.585829 0.940050182 71 2.171 -1.879566 0.940386685 72 2.272 0.3846416 0.942650879 73 2.373 3.2723089 0.94636251 74 2.474 6.8518736 0.951061818 75 2.575 11.194699 0.956334608 76 2.676 16.375072 0.961828369 77 2.777 22.470207 0.967260197 78 2.878 29.56024 0.972417819 79 2.979 37.728235 0.977155342 80 3.08 47.060179 0.981385377 81 3.181 57.644985 0.985069098 82 3.282 69.57449 0.98820558 83 3.383 82.943456 0.990821435 84 3.484 97.849571 0.992961462 85 3.585 114.39345 0.994680765 86 3.686 132.67862 0.996038487 87 3.787 152.81155 0.997093169 88 3.888 174.90163 0.997899581 89 3.989 199.06117 0.998506802 90 4.09 225.4054 0.998957295 91 4.191 254.05249 0.999286715 92 4.292 285.12352 0.999524223 93 4.393 318.7425 0.999693113 94 4.494 355.03638 0.99981159 95 4.595 394.135 0.999893603 96 4.696 436.171170.999949633 97 4.797 481.28058

0.99998742 98 4.898 529.60188

1 99 4.999 581.27663distribution of Z Normal distribution

1.48672E-06 0.000802563 2.45094E-06 0.001202996 3.9995E-06 0.001780097 6.46025E-06 0.002599798 1.03291E-05 0.00374683 1.63472E-05 0.005327442 2.56093E-05 0.00747125 3.97118E-05 0.010331476 6.09553E-05 0.014082607 9.26132E-05 0.018914338 0.000139285 0.025020518 0.000207351 0.032581862 0.000305546 0.041741382 0.000445674 0.052571968 0.000643469 0.065036358 0.000919619 0.078940889 0.001300942 0.093885901 0.001821704 0.109217453 0.002525035 0.123986835 0.003464389 0.136926081 0.004704958 0.146448917 0.006324913 0.150686918 0.008416337 0.147569751 0.011085658 0.134955868 0.014453386 0.110815686 0.018652949 0.073463216 0.023828414 0.021824508 0.030130931 -0.044277009 0.03771375 -0.123846402 0.046725789 -0.214489014 0.057303789 -0.312266632 0.069563239 -0.41167597 0.083588399 -0.505781656 0.099421884 -0.586524426 0.117054396 -0.645208317 0.136415346 -0.673149668 0.157365126 -0.662447664 0.179689839 -0.606814049 0.203099244 -0.502381679 0.227228529 -0.34840108 0.251644341 -0.147733799 0.275855243 0.092937357 0.299326439 0.363238106 0.321498297 0.649596392 0.341807853 0.936084229 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.205550388 0.37471238 1.440948634 0.386376486 1.626737232 0.394360216 1.750209947 0.398423793 1.802619634 0.398443914 1.779973442 0.394419966 1.683411915 0.386474058 1.519128864 0.374844865 1.297839219 0.359875719 1.033851627 0.34199778 0.743844874 0.32170943 0.445477024 0.299553264 0.155969854 0.276092166 -0.109192361 0.25188591 -0.337330344 0.227469632 -0.519316544 0.203335281 -0.649954356 0.17991684 -0.727985591 0.157579839 -0.755761305 0.136615273 -0.738642683 0.117237788 -0.684219343 0.099587708 -0.601440942 0.083736272 -0.499754577 0.069693339 -0.388327307 0.05741676 -0.275412862 0.046822635 -0.167897943 0.037795734 -0.071039596 0.030199481 0.011615977 0.023885038 0.078159224 0.018699163 0.1281243 0.014490659 0.162218563 0.011115369 0.182014969 0.008439746 0.189642843 0.006343145 0.187504898 0.004718997 0.178039423 0.003475077 0.163537765 0.002533081 0.146019402 0.001827693 0.127160838 0.001305351 0.108270353 0.000922829 0.090298428 0.00064578 0.073873047 0.00044732 0.059349788 0.000306705 0.046868121 0.000208159 0.036407269 0.000139842 0.027837065 9.29928E-05 0.020961078 6.12113E-05 0.015550878 3.98826E-05 0.011371466 2.5722E-05 0.008198702 1.64209E-05 0.005830012 1.03767E-05 0.004089807 6.49066E-06 0.0028310384.01874E-06 0.00193414 2.46298E-06 0.001304396 1.49417E-06 0.000868527Absolute values

0.000802563 4.05294E-05 0.001202996 0.000121503 0.001780097 0.00017979 0.002599798 0.00026258 0.00374683 0.00037843 0.005327442 0.000538072 0.00747125 0.000754596 0.010331476 0.001043479 0.014082607 0.001422343 0.018914338 0.001910348 0.025020518 0.002527072 0.032581862 0.003290768 0.041741382 0.00421588 0.052571968 0.005309769 0.065036358 0.006568672 0.078940889 0.00797303 0.093885901 0.009482476 0.109217453 0.011030963 0.123986835 0.01252267 0.136926081 0.013829534 0.146448917 0.014791341 0.150686918 0.015219379 0.147569751 0.014904545 0.134955868 0.013630543 0.110815686 0.011192384 0.073463216 0.007419785 0.021824508 0.002204275 0.044277009 0.004471978 0.123846402 0.012508487 0.214489014 0.02166339 0.312266632 0.03153893 0.41167597 0.041579273 0.505781656 0.051083947 0.586524426 0.059238967 0.645208317 0.06516604 0.673149668 0.067988116 0.662447664 0.066907214 0.606814049 0.061288219 0.502381679 0.05074055 0.34840108 0.035188509 0.147733799 0.014921114 0.092937357 0.009386673 0.363238106 0.036687049 0.649596392 0.065609236 0.936084229 0.094544507 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.205550388 0.121760589 1.440948634 0.145535812 1.626737232 0.16430046 1.750209947 0.176771205 1.802619634 0.182064583 1.779973442 0.179777318 1.683411915 0.170024603 1.519128864 0.153432015 1.297839219 0.131081761 1.033851627 0.104419014 0.743844874 0.075128332 0.445477024 0.044993179 0.155969854 0.015752955 0.109192361 0.011028428 0.337330344 0.034070365 0.519316544 0.052450971 0.649954356 0.06564539 0.727985591 0.073526545 0.755761305 0.076331892 0.738642683 0.074602911 0.684219343 0.069106154 0.601440942 0.060745535 0.499754577 0.050475212 0.388327307 0.039221058 0.275412862 0.027816699 0.167897943 0.016957692 0.071039596 0.007174999 0.011615977 0.001173214 0.078159224 0.007894082 0.1281243 0.012940554 0.162218563 0.016384075 0.182014969 0.018383512 0.189642843 0.019153927 0.187504898 0.018937995 0.178039423 0.017981982 0.163537765 0.016517314 0.146019402 0.01474796 0.127160838 0.012843245 0.108270353 0.010935306 0.090298428 0.009120141 0.073873047 0.007461178 0.059349788 0.005994329 0.046868121 0.00473368 0.036407269 0.003677134 0.027837065 0.002811544 0.020961078 0.002117069 0.015550878 0.001570639 0.011371466 0.001148518 0.008198702 0.000828069 0.005830012 0.000588831 0.004089807 0.00041307 0.002831038 0.0002859350.00193414 0.000195348 0.001304396 0.000131744 0.000868527 4.38606E-05Cumulative normalization

4.05294E-05 1.16247E-05 0.000162032 4.64743E-05 0.000341822 9.80419E-05 0.000604401 0.000173355 0.000982831 0.000281897 0.001520903 0.000436228 0.002275499 0.000652662 0.003318978 0.000951955 0.004741322 0.001359914 0.00665167 0.001907843 0.009178742 0.002632662 0.01246951 0.003576526 0.01668539 0.004785731 0.021995158 0.006308688 0.02856383 0.008192726 0.03653686 0.010479563 0.046019336 0.013199343 0.057050299 0.016363262 0.069572969 0.019955035 0.083402504 0.023921646 0.098193844 0.028164123 0.113413223 0.03252937 0.128317768 0.036804317 0.14194831 0.040713852 0.153140695 0.04392407 0.16056048 0.046052225 0.162764755 0.046684459 0.167236733 0.047967119 0.179745219 0.051554824 0.20140861 0.057768354 0.23294754 0.066814403 0.274526813 0.07874024 0.32561076 0.093392223 0.384849727 0.110383242 0.450015767 0.129074275 0.518003883 0.14857474 0.584911097 0.167765179 0.646199316 0.185343969 0.696939866 0.199897458 0.732128375 0.209990285 0.747049489 0.214269984 0.756436162 0.216962285 0.79312321 0.227484926 0.858732446 0.246303076 0.953276953 0.27342049 

### ( )2 () ()

i 

### f a f xf b         

# 1.075037542 0.308344066 1.220573354 0.350086891 1.384873815 0.397211824 1.561645019 0.447913636 1.743709603 0.500133705 1.92348692 0.551697736 2.093511524 0.600464477 2.246943539 0.644472104 2.3780253 0.682069194 2.482444314 0.71201883 2.557572646 0.733567264 2.602565826 0.746472283 2.618318781 0.750990572 2.62934721 0.754153764 2.663417574 0.763925883 2.715868545 0.778969959 2.781513935 0.797798479 2.85504048 0.818887486 2.931372372 0.840781127 3.005975283 0.862178858 3.075081436 0.882000001 3.135826972 0.899423137 3.186302184 0.913900522 3.225523242 0.925149971 3.253339941 0.933128403 3.270297633 0.937992237 3.277472632 0.940050182 3.278645846 0.940386685 3.286539928 0.942650879 3.299480482 0.94636251 3.315864557 0.951061818 3.334248069 0.956334608 3.353401996 0.961828369 3.37233999 0.967260197 3.390321972 0.972417819 3.406839287 0.977155342 3.421587246 0.981385377 3.434430491 0.985069098 3.445365796 0.98820558 3.454485938 0.990821435 3.461947115 0.992961462 3.467941444 0.994680765 3.472675124 0.996038487 3.476352258 0.997093169 3.479163802 0.997899581 3.481280871 0.998506802 3.482851509 0.998957295 3.484000028 0.999286715 3.484828096 0.999524223 3.485416928 0.999693113 3.485829998 0.99981159 3.486115933 0.9998936033.486311281 0.999949633 3.486443025 0.99998742 3.486486886 1

174.7598791**Appendix E-4k (i): Wet Biomass Stoker/Sloped Grate/Other Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Yes Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Yes Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPly YES Yes Wet Biomass Stoker/SlopedGrate/Other

no 1GAGPMadisonPlyUnitID Data Source Source Tab Pollutant

800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2004 Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2004 Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2004 Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2006 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2006 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2006 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2006 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2006 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2006 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 3Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 3Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2007 Test 3Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2009 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2009 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2009 Test 1Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2009 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2009 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - Comments Additional PM from Comments - 2009 Test 2Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - ERT ERT Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - ERT ERT Particulate Matter (PM) filterable 800 Wood Waste BoilerICR Phase II - ERT ERT Particulate Matter (PM) filterableData

TypeRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" ET Sample #110/14/2004 0.002717645 -5.907989677 0 ET Sample #210/14/2004 0.003353295 -5.697811851 0 ET Sample #310/14/2004 0.002036758 -6.19639584 0 ET Sample #16/15/2006 0.003 -5.80914299 0 ET Sample #26/15/2006 0.004 -5.521460918 0 ET Sample #36/15/2006 0.003 -5.80914299 0 ET Sample #16/16/2006 0.008 -4.828313737 0 ET Sample #26/16/2006 0.002 -6.214608098 0 ET Sample #36/16/2006 0.003 -5.80914299 0 ET Sample #19/18/2007 0.012 -4.422848629 0 ET Sample #29/18/2007 0.019 -3.9633163 0 ET Sample #39/18/2007 0.024 -3.729701449 0 ET Sample #19/18/2007 0.022 -3.816712826 0 ET Sample #29/18/2007 0.007 -4.96184513 0 ET Sample #3 9/18/2007 0.016 -4.135166557 0 ET Sample #19/19/2007 0.013 -4.342805922 0 ET Sample #29/19/2007 0.01 -4.605170186 0 ET Sample #3 9/19/2007 0.008 -4.828313737 0 ET Sample #18/27/2009 0.01 -4.605170186 0 ET Sample #28/27/2009 0.009 -4.710530702 0 ET Sample #3 8/27/2009 0.009 -4.710530702 0 ET Sample #18/27/2009 0.014 -4.268697949 0 ET Sample #28/27/2009 0.016 -4.135166557 0 ET Sample #3 8/27/2009 0.03 -3.506557897 0 ET 1 8/11/2009 0.002321662 -6.065471897 0 ET 2 8/12/2009 0.000434922 -7.740344691 0 ET 3 8/12/2009 0.00117209 -6.74896715 0**Appendix E-4k (ii): Wet Biomass Stoker/Sloped Grate/Other Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES YES YES Number of sources with test data 1 YES

n 27 YES n-1 26 YES YES

Average of natural log of test run values (μ)-5.077456576

Variance of natural log of

test runs (σ2) 1.063464128

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 141.1393906

Denominator for calculation of flatness of z distribution (β2z) 10.78885195

Flatness of z distribution

(β2z) 15.08196565

Skewness of z distribution

(√β1z) 3.892948076Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990267021 0.999290874 0.995919232 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.010612481

exp (2μ + σ2) 0.000112625

exp (σ2) - 1 1.896387087

(σ2/n) + [σ4/(2(n - 1))] 0.061136713

Square root term 0.026508677

Confidence Level 99% 99.9% 99.5%

UPL 4.14E-02 4.85E-02 4.41E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.02E+00 -6.26E-01 **SE Skewness** 0.47 0.47 **Skewness Test** non-normal normal **Kurtosis =** 5.13E-01 4.30E-02 **SE Kurtosis** 0.94 0.94 **Kurtosis Test** normal normal **Number of test runs =** 27 27**Appendix E-4k (ii): Wet Biomass Stoker/Sloped Grate/Other Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - ERT ERT Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2004 Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2006 Test 1 Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2006 Test 2 Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2009 Test 1

Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2007 Test 3 Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2007 Test 2 Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2007 Test 1 Stoker/SlopedGrate/Other

Wet Biomass1GAGPMadisonPly 800 Wood Waste Boiler ICR Phase II - CommentsAdditional PM from Comments - 2009 Test 2PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.001309558-6.638065757 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.002702566-5.913553597 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.003333333-5.703782475 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.004333333-5.44141821 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.009333333-4.674163057 3 2ET Wood: Bark

Particulate Matter (PM) filterable

0.010333333-4.572380363 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.015-4.199705078 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.018333333-3.999034382 3 2ET Wood: Bark Particulate Matter (PM) filterable

0.02-3.912023005 3 2ET Wood: Bark**Appendix E-4k (iii): Wet Biomass Stoker/Sloped Grate/Other Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 15.081966 3.8929481

6.5935E-06 -5=f(a) 170.26177 2.61595E-05 1 -4.899 153.2388 5.47956E-05 2 -4.798 137.43876 9.61257E-05 3 -4.697 122.8053 0.000154931 4 -4.596 109.28333 0.000237384 5 -4.495 96.819018 0.000351264 6 -4.394 85.359801 0.000506123 7 -4.293 74.85436 0.000713333 8 -4.192 65.252639 0.000985958 9 -4.091 56.505837 0.001338361 10 -3.99 48.566412 0.001785436 11 -3.889 41.388078 0.00234137 12 -3.788 34.925808 0.003017834 13 -3.687 29.135829 0.00382154 14 -3.586 23.975629 0.004751144 15 -3.485 19.40395 0.00579355 16 -3.384 15.380794 0.006919797 17 -3.283 11.867419 0.008080839 18 -3.182 8.8263403 0.009203658 19 -3.081 6.2213297 0.010188355 20 -2.98 4.0174175 0.010906957 21 -2.879 2.1808907 0.011204795 22 -2.778 0.6792936 0.011504277 23 -2.677 -0.518572 0.012590527 24 -2.576 -1.442648 0.014652175 25 -2.475 -2.121617 0.017858473 26 -2.374 -2.582907 0.022336292 27 -2.273 -2.852687 0.028143733 28 -2.172 -2.955869 0.035242128 29 -2.071 -2.916108 0.043468932 30 -1.97 -2.755802 0.052514586 31 -1.869 -2.49609 0.061906784 32 -1.768 -2.156857 0.07100563 33 -1.667 -1.756728 0.079012742 34 -1.566 -1.313071 0.084996509 35 -1.465 -0.841999 0.087934386 36 -1.364 -0.358365 0.089097347 37 -1.263 0.1242344 0.095376467 38 -1.162 0.5934588 0.107666547 39 -1.061 1.0382262 0.126658469 40 -0.96 1.4487113 0.152760831 41 -0.859 1.8163465 0.186034671 42 -0.758 2.1338209 0.226148936 43 -0.657 2.3950814 0.272363068 44 -0.556 2.5953318

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.323540917 45 -0.455 2.7310333

0.378197326 46 -0.354 2.7999042 0.434575541 47 -0.253 2.8009203 0.490750329 48 -0.152 2.7343145 0.544748843 49 -0.051 2.6015769 0.59467916 50 0.05 2.405455 0.638855307 51 0.151 2.1499535 0.675907757 52 0.252 1.8403343 0.704869635 53 0.353 1.4831165 0.725231283 54 0.454 1.0860767 0.73695899 55 0.555 0.6582486 0.740477216 56 0.656 0.209923 0.74433723 57 0.757 -0.247352 0.754416512 58 0.858 -0.70077 0.76932677 59 0.959 -1.13627 0.787558561 60 1.06 -1.53853 0.807589361 61 1.161 -1.890975 0.827982512 62 1.262 -2.175768 0.847469657 63 1.363 -2.373819 0.865011579 64 1.464 -2.464779 0.879834873 65 1.565 -2.427042 0.891444434 66 1.666 -2.237743 0.899613945 67 1.767 -1.872762 0.904358267 68 1.868 -1.306721 0.905892685 69 1.969 -0.512986 0.907200945 70 2.07 0.5363379 0.910883735 71 2.171 1.8703988 0.916420973 72 2.272 3.5196042 0.923284068 73 2.373 5.5156182 0.930971371 74 2.474 7.8913626 0.939034444 75 2.575 10.681016 0.947094971 76 2.676 13.920014 0.954853014 77 2.777 17.645051 0.962087892 78 2.878 21.894077 0.968653323 79 2.979 26.706299 0.974468587 80 3.08 32.122184 0.979507352 81 3.181 38.183452 0.983785635 82 3.282 44.933084 0.987350027 83 3.383 52.415317 0.990267021 84 3.484 60.675644 0.99261393 85 3.585 69.760816 0.994471645 86 3.686 79.718844 0.995919232 87 3.787 90.598991 0.997030231 88 3.888 102.45178 0.997870417 89 3.989 115.329 0.998496732 90 4.09 129.28367 0.998957103 91 4.191 144.37011 0.999290874 92 4.292 160.64385 0.99952961 93 4.393 178.1617 0.999698119 94 4.494 196.98175 0.999815513 95 4.595 217.1633 0.999896248 96 4.696 238.766940.999951069 97 4.797 261.8545

0.999987828 98 4.898 286.48909

1 99 4.999 312.73506distribution of Z Normal distribution

1.48672E-06 0.000253131 2.45094E-06 0.000375579 3.9995E-06 0.000549687 6.46025E-06 0.000793353 1.03291E-05 0.001128797 1.63472E-05 0.001582724 2.56093E-05 0.002186001 3.97118E-05 0.002972599 6.09553E-05 0.003977491 9.26132E-05 0.005233186 0.000139285 0.006764572 0.000207351 0.008581847 0.000305546 0.010671437 0.000445674 0.012985079 0.000643469 0.015427577 0.000919619 0.017844243 0.001300942 0.020009524 0.001821704 0.021618924 0.002525035 0.022286814 0.003464389 0.021553105 0.004704958 0.018901779 0.006324913 0.013793943 0.008416337 0.005717164 0.011085658 -0.005748714 0.014453386 -0.020851147 0.018652949 -0.03957442 0.023828414 -0.061546587 0.030130931 -0.085954122 0.03771375 -0.111476911 0.046725789 -0.136257454 0.057303789 -0.157917877 0.069563239 -0.173636121 0.083588399 -0.180288223 0.099421884 -0.174657186 0.117054396 -0.153700767 0.136415346 -0.11486157 0.157365126 -0.056394104 0.179689839 0.022323665 0.203099244 0.120531042 0.227228529 0.235914609 0.251644341 0.364560012 0.275855243 0.501048694 0.299326439 0.638709022 0.321498297 0.770014597 0.341807853 0.887104794 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.982385967 0.37471238 1.049158777 0.386376486 1.082209752 0.394360216 1.078304857 0.398423793 1.036530146 0.398443914 0.958438916 0.394419966 0.847984584 0.386474058 0.71124145 0.374844865 0.555938613 0.359875719 0.390852643 0.34199778 0.225119552 0.32170943 0.067534216 0.299553264 -0.074095017 0.276092166 -0.193477163 0.25188591 -0.286210324 0.227469632 -0.349968903 0.203335281 -0.384501842 0.17991684 -0.391457345 0.157579839 -0.374066095 0.136615273 -0.336726507 0.117237788 -0.284540991 0.099587708 -0.222851671 0.083736272 -0.156818107 0.069693339 -0.091069772 0.05741676 -0.029453967 0.046822635 0.025112756 0.037795734 0.070693097 0.030199481 0.10629022 0.023885038 0.131740752 0.018699163 0.147561872 0.014490659 0.154774961 0.011115369 0.154726096 0.008439746 0.148919755 0.006343145 0.138877311 0.004718997 0.126026943 0.003475077 0.111627074 0.002533081 0.096721767 0.001827693 0.082123902 0.001305351 0.068420405 0.000922829 0.055993248 0.00064578 0.045050169 0.00044732 0.035659826 0.000306705 0.027787196 0.000208159 0.021326214 0.000139842 0.01612781 9.29928E-05 0.01202245 6.12113E-05 0.008837079 3.98826E-05 0.006406894 2.5722E-05 0.004582679 1.64209E-05 0.003234615 1.03767E-05 0.002253431 6.49066E-06 0.0015497554.01874E-06 0.001052324 2.46298E-06 0.000705616 1.49417E-06 0.00046728Absolute values

0.000253131 1.27831E-05 0.000375579 3.79335E-05 0.000549687 5.55184E-05 0.000793353 8.01286E-05 0.001128797 0.000114009 0.001582724 0.000159855 0.002186001 0.000220786 0.002972599 0.000300232 0.003977491 0.000401727 0.005233186 0.000528552 0.006764572 0.000683222 0.008581847 0.000866767 0.010671437 0.001077815 0.012985079 0.001311493 0.015427577 0.001558185 0.017844243 0.001802269 0.020009524 0.002020962 0.021618924 0.002183511 0.022286814 0.002250968 0.021553105 0.002176864 0.018901779 0.00190908 0.013793943 0.001393188 0.005717164 0.000577434 0.005748714 0.00058062 0.020851147 0.002105966 0.03957442 0.003997016 0.061546587 0.006216205 0.085954122 0.008681366 0.111476911 0.011259168 0.136257454 0.013762003 0.157917877 0.015949706 0.173636121 0.017537248 0.180288223 0.018209111 0.174657186 0.017640376 0.153700767 0.015523778 0.11486157 0.011601019 0.056394104 0.005695804 0.022323665 0.00225469 0.120531042 0.012173635 0.235914609 0.023827375 0.364560012 0.036820561 0.501048694 0.050605918 0.638709022 0.064509611 0.770014597 0.077771474 0.887104794 0.089597584 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.982385967 0.099220983 1.049158777 0.105965036 1.082209752 0.109303185 1.078304857 0.108908791 1.036530146 0.104689545 0.958438916 0.09680233 0.847984584 0.085646443 0.71124145 0.071835386 0.555938613 0.0561498 0.390852643 0.039476117 0.225119552 0.022737075 0.067534216 0.006820956 0.074095017 0.007483597 0.193477163 0.019541193 0.286210324 0.028907243 0.349968903 0.035346859 0.384501842 0.038834686 0.391457345 0.039537192 0.374066095 0.037780676 0.336726507 0.034009377 0.284540991 0.02873864 0.222851671 0.022508019 0.156818107 0.015838629 0.091069772 0.009198047 0.029453967 0.002974851 0.025112756 0.002536388 0.070693097 0.007140003 0.10629022 0.010735312 0.131740752 0.013305816 0.147561872 0.014903749 0.154774961 0.015632271 0.154726096 0.015627336 0.148919755 0.015040895 0.138877311 0.014026608 0.126026943 0.012728721 0.111627074 0.011274334 0.096721767 0.009768898 0.082123902 0.008294514 0.068420405 0.006910461 0.055993248 0.005655318 0.045050169 0.004550067 0.035659826 0.003601642 0.027787196 0.002806507 0.021326214 0.002153948 0.01612781 0.001628909 0.01202245 0.001214267 0.008837079 0.000892545 0.006406894 0.000647096 0.004582679 0.000462851 0.003234615 0.000326696 0.002253431 0.000227597 0.001549755 0.0001565250.001052324 0.000106285 0.000705616 7.12672E-05 0.00046728 2.35976E-05Cumulative normalization

1.27831E-05 6.5935E-06 5.07166E-05 2.61595E-05 0.000106235 5.47956E-05 0.000186364 9.61257E-05 0.000300372 0.000154931 0.000460227 0.000237384 0.000681013 0.000351264 0.000981246 0.000506123 0.001382972 0.000713333 0.001911524 0.000985958 0.002594746 0.001338361 0.003461512 0.001785436 0.004539328 0.00234137 0.005850821 0.003017834 0.007409006 0.00382154 0.009211274 0.004751144 0.011232236 0.00579355 0.013415748 0.006919797 0.015666716 0.008080839 0.017843579 0.009203658 0.019752659 0.010188355 0.021145847 0.010906957 0.021723281 0.011204795 0.022303901 0.011504277 0.024409867 0.012590527 0.028406883 0.014652175 0.034623089 0.017858473 0.043304455 0.022336292 0.054563623 0.028143733 0.068325626 0.035242128 0.084275331 0.043468932 0.10181258 0.052514586 0.12002169 0.061906784 0.137662066 0.07100563 0.153185843 0.079012742 0.164786862 0.084996509 0.170482667 0.087934386 0.172737357 0.089097347 0.184910992 0.095376467 0.208738367 0.107666547 0.245558929 0.126658469 0.296164847 0.152760831 0.360674458 0.186034671 0.438445932 0.226148936 0.528043516 0.272363068 

### ( )2 () ()

i 

### f a f xf b         

# 0.627264499 0.323540917 0.733229536 0.378197326 0.842532721 0.434575541 0.951441511 0.490750329 1.056131056 0.544748843 1.152933386 0.59467916 1.238579829 0.638855307 1.310415216 0.675907757 1.366565016 0.704869635 1.406041133 0.725231283 1.428778207 0.73695899 1.435599163 0.740477216 1.44308276 0.74433723 1.462623953 0.754416512 1.491531196 0.76932677 1.526878055 0.787558561 1.565712741 0.807589361 1.605249933 0.827982512 1.643030609 0.847469657 1.677039986 0.865011579 1.705778626 0.879834873 1.728286645 0.891444434 1.744125274 0.899613945 1.753323321 0.904358267 1.756298171 0.905892685 1.75883456 0.907200945 1.765974562 0.910883735 1.776709875 0.916420973 1.79001569 0.923284068 1.80491944 0.930971371 1.820551711 0.939034444 1.836179046 0.947094971 1.851219942 0.954853014 1.86524655 0.962087892 1.877975271 0.968653323 1.889249606 0.974468587 1.899018504 0.979507352 1.907313018 0.983785635 1.914223479 0.987350027 1.919878797 0.990267021 1.924428864 0.99261393 1.928030507 0.994471645 1.930837014 0.995919232 1.932990961 0.997030231 1.93461987 0.997870417 1.935834137 0.998496732 1.936726682 0.998957103 1.937373779 0.999290874 1.937836629 0.99952961 1.938163325 0.999698119 1.938390922 0.999815513 1.938547447 0.9998962481.938653732 0.999951069 1.938724999 0.999987828 1.938748597 1

95.16304915**Appendix E-4l (i): Wet Biomass Stoker/Sloped Grate/Other TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Wet Biomass Stoker/SlopedGrate/Other

No 2IDPotlatch YES Yes Wet Biomass Stoker/SlopedGrate/Other

No 2IDPotlatch YES Yes Wet Biomass Stoker/SlopedGrate/Other

No 2IDPotlatchUnitID Data Source Source Tab Pollutant

PB-2 Riley ICR Phase I PM and Metals (5) TSM8 PB-2 Riley ICR Phase I PM and Metals (5) TSM8 PB-2 Riley ICR Phase I PM and Metals (5) TSM8Data

TypeRun NumberTest Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" ET Sample #17/27/2006 0.00001825 -10.91134548 0 ET Sample #27/27/2006 0.000010218 -11.49135969 0 ET Sample #37/27/2006 0.000012341 -11.30258351 0**Appendix E-4l (ii): Wet Biomass Stoker/Sloped Grate/Other TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-11.23509622

Variance of natural log of

test runs (σ2) 0.087520021

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 4.593572068

Denominator for calculation of flatness of z distribution (β2z) 0.025097054

Flatness of z distribution

(β2z) 185.0323252

Skewness of z distribution

(√β1z) 0.539795119Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990810664 0.999275359 0.996006494 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.37932E-05

exp (2μ + σ2) 1.90252E-10

exp (σ2) - 1 0.091464116

(σ2/n) + [σ4/(2(n - 1))] 0.031088279

Square root term 1.02682E-05

Confidence Level 99% 99.9% 99.5%

UPL 2.57E-05 2.85E-05 2.68E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.24E+00 9.73E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4l (ii): Wet Biomass Stoker/Sloped Grate/Other TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Stoker/SlopedGrate/Other

Wet Biomass2IDPotlatch PB-2 Riley ICR Phase I PM and Metals (5)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 0.000013603-11.2052202 3 2ET /Hog Fuel/**Appendix E-4l (iii): Wet Biomass Stoker/Sloped Grate/Other Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 185.03233 0.5397951

1.27287E-05 -5=f(a) 3616.5809 5.09202E-05 1 -4.899 3291.1442 0.000107483 2 -4.798 2987.0369 0.000190171 3 -4.697 2703.35 0.000309458 4 -4.596 2439.1938 0.000479247 5 -4.495 2193.6973 0.000717626 6 -4.394 1966.0088 0.001047658 7 -4.293 1755.295 0.00149809 8 -4.192 1560.7421 0.002103888 9 -4.091 1381.5548 0.002906428 10 -3.99 1216.957 0.003953141 11 -3.889 1066.1915 0.005296384 12 -3.788 928.51997 0.006991269 13 -3.687 803.22304 0.009092201 14 -3.586 689.60034 0.011647908 15 -3.485 586.9704 0.014694828 16 -3.384 494.6707 0.01824887 17 -3.283 412.05765 0.02229576 18 -3.182 338.50663 0.026780435 19 -3.081 273.41195 0.031596273 20 -2.98 216.18684 0.03657523 21 -2.879 166.26351 0.041480282 22 -2.778 123.09308 0.046001773 23 -2.677 86.14564 0.049759365 24 -2.576 54.9102 0.052311201 25 -2.475 28.894723 0.053171571 26 -2.374 7.6261131 0.054505403 27 -2.273 -9.349785 0.058517344 28 -2.172 -22.46818 0.065628851 29 -2.071 -32.14535 0.076149982 30 -1.97 -38.77861 0.090228785 31 -1.869 -42.74635 0.107803741 32 -1.768 -44.40802 0.128564722 33 -1.667 -44.10411 0.151928109 34 -1.566 -42.15617 0.177031323 35 -1.465 -38.86684 0.202750869 36 -1.364 -34.51977 0.227746142 37 -1.263 -29.37971 0.25052882 38 -1.162 -23.69243 0.26955491 39 -1.061 -17.68479 0.283333591 40 -0.96 -11.56468 0.290544524 41 -0.859 -5.521071 0.290935699 42 -0.758 0.2760193 0.299574847 43 -0.657 5.675516 0.316640669 44 -0.556 10.545285

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.341799199 45 -0.455 14.772134

0.374197991 46 -0.354 18.261813 0.412502848 47 -0.253 20.939017 0.454975691 48 -0.152 22.747379 0.499587897 49 -0.051 23.649478 0.544159639 50 0.05 23.626834 0.586512922 51 0.151 22.679909 0.62462451 52 0.252 20.828108 0.656764931 53 0.353 18.109778 0.681611288 54 0.454 14.582208 0.698324445 55 0.555 10.321631 0.706584973 56 0.656 5.4232195 0.706586521 57 0.757 0.0010911 0.71418355 58 0.858 -5.811695 0.728331398 59 0.959 -11.86314 0.74769809 60 1.06 -17.9823 0.770783402 61 1.161 -23.97928 0.796036463 62 1.262 -29.64526 0.821964718 63 1.363 -34.75248 0.847225914 64 1.464 -39.0542 0.870697298 65 1.565 -42.28479 0.891519093 66 1.666 -44.15964 0.909112136 67 1.767 -44.37522 0.923171956 68 1.868 -42.60903 0.933643433 69 1.969 -38.51966 0.940681311 70 2.07 -31.74673 0.944602257 71 2.171 -21.91094 0.945833924 72 2.272 -8.614045 0.946802081 73 2.373 8.5611619 0.949462593 74 2.474 30.050813 0.953325911 75 2.575 56.309988 0.957947253 76 2.676 87.812707 0.962944222 77 2.777 125.05193 0.968005888 78 2.878 168.53958 0.972894625 79 2.979 218.80648 0.97744234 80 3.08 276.40244 0.981542777 81 3.181 341.89618 0.985141542 82 3.282 415.87539 0.988225216 83 3.383 498.94667 0.990810664 84 3.484 591.7356 0.992935306 85 3.585 694.88666 0.994648819 86 3.686 809.06332 0.996006494 87 3.787 934.94794 0.997064233 88 3.888 1073.2419 0.997875085 89 3.989 1224.6654 0.998487065 90 4.09 1389.9577 0.998942037 91 4.191 1569.8769 0.999275359 92 4.292 1765.2002 0.999516093 93 4.393 1976.7236 0.999687546 94 4.494 2205.262 0.999807995 95 4.595 2451.6495 0.999891482 96 4.696 2716.73880.999948591 97 4.797 3001.4018

0.999987149 98 4.898 3306.5292

1 99 4.999 3633.0307distribution of Z Normal distribution

1.48672E-06 0.005376841 2.45094E-06 0.008066396 3.9995E-06 0.011946662 6.46025E-06 0.017464308 1.03291E-05 0.025194648 1.63472E-05 0.035860913 2.56093E-05 0.050348031 3.97118E-05 0.069705866 6.09553E-05 0.095135428 9.26132E-05 0.127950193 0.000139285 0.169503832 0.000207351 0.221075548 0.000305546 0.283705472 0.000445674 0.357975549 0.000643469 0.44373652 0.000919619 0.539789172 0.001300942 0.643537968 0.001821704 0.750647014 0.002525035 0.854740946 0.003464389 0.947205306 0.004704958 1.017149905 0.006324913 1.05160219 0.008416337 1.035992915 0.011085658 0.95498115 0.014453386 0.793638345 0.018652949 0.538971793 0.023828414 0.181718181 0.030130931 -0.281717713 0.03771375 -0.84735938 0.046725789 -1.502016727 0.057303789 -2.222161224 0.069563239 -2.97357463 0.083588399 -3.711995023 0.099421884 -4.384913194 0.117054396 -4.934565493 0.136415346 -5.302033362 0.157365126 -5.432208563 0.179689839 -5.279235 0.203099244 -4.811914644 0.227228529 -4.018487917 0.251644341 -2.910186127 0.275855243 -1.523016477 0.299326439 0.082619865 0.321498297 1.824668719 0.341807853 3.604461104 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 5.313716534 0.37471238 6.842927491 0.386376486 8.090343655 0.394360216 8.970661335 0.398423793 9.422514846 0.398443914 9.413968305 0.394419966 8.94540905 0.386474058 8.04952349 0.374844865 6.78835729 0.359875719 5.247782676 0.34199778 3.529974781 0.32170943 1.744700843 0.299553264 0.000326852 0.276092166 -1.60456359 0.25188591 -2.988157578 0.227469632 -4.09042629 0.203335281 -4.875833763 0.17991684 -5.333682296 0.157579839 -5.476289679 0.136615273 -5.335400775 0.117237788 -4.957375499 0.099587708 -4.397757601 0.083736272 -3.715815109 0.069693339 -2.969565412 0.05741676 -2.211673803 0.046822635 -1.4864656 0.037795734 -0.828140247 0.030199481 -0.260139699 0.023885038 0.204483679 0.018699163 0.561925047 0.014490659 0.815968843 0.011115369 0.976070644 0.008439746 1.055406598 0.006343145 1.069071015 0.004718997 1.03254709 0.003475077 0.960519857 0.002533081 0.866050631 0.001827693 0.760092707 0.001305351 0.651300716 0.000922829 0.546070808 0.00064578 0.448744194 0.00044732 0.361910131 0.000306705 0.286753539 0.000208159 0.223404467 0.000139842 0.171259367 9.29928E-05 0.129256051 6.12113E-05 0.09609418 3.98826E-05 0.070400766 2.5722E-05 0.050845328 1.64209E-05 0.036212355 1.03767E-05 0.025439945 6.49066E-06 0.0176334244.01874E-06 0.012061843 2.46298E-06 0.008143899 1.49417E-06 0.005428369Absolute values

0.005376841 0.00027153 0.008066396 0.000814706 0.011946662 0.001206613 0.017464308 0.001763895 0.025194648 0.002544659 0.035860913 0.003621952 0.050348031 0.005085151 0.069705866 0.007040293 0.095135428 0.009608678 0.127950193 0.012922969 0.169503832 0.017119887 0.221075548 0.02232863 0.283705472 0.028654253 0.357975549 0.03615553 0.44373652 0.044817389 0.539789172 0.054518706 0.643537968 0.064997335 0.750647014 0.075815348 0.854740946 0.086328836 0.947205306 0.095667736 1.017149905 0.10273214 1.05160219 0.106211821 1.035992915 0.104635284 0.95498115 0.096453096 0.793638345 0.080157473 0.538971793 0.054436151 0.181718181 0.018353536 0.281717713 0.028453489 0.84735938 0.085583297 1.502016727 0.151703689 2.222161224 0.224438284 2.97357463 0.300331038 3.711995023 0.374911497 4.384913194 0.442876233 4.934565493 0.498391115 5.302033362 0.53550537 5.432208563 0.548653065 5.279235 0.533202735 4.811914644 0.486003379 4.018487917 0.40586728 2.910186127 0.293928799 1.523016477 0.153824664 0.082619865 0.008344606 1.824668719 0.184291541 3.604461104 0.364050572 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 5.313716534 0.53668537 6.842927491 0.691135677 8.090343655 0.817124709 8.970661335 0.906036795 9.422514846 0.951673999 9.413968305 0.950810799 8.94540905 0.903486314 8.04952349 0.813001873 6.78835729 0.685624086 5.247782676 0.53002605 3.529974781 0.356527453 1.744700843 0.176214785 0.000326852 3.3012E-05 1.60456359 0.162060923 2.988157578 0.301803915 4.09042629 0.413133055 4.875833763 0.49245921 5.333682296 0.538701912 5.476289679 0.553105258 5.335400775 0.538875478 4.957375499 0.500694925 4.397757601 0.444173518 3.715815109 0.375297326 2.969565412 0.299926107 2.211673803 0.223379054 1.4864656 0.150133026 0.828140247 0.083642165 0.260139699 0.02627411 0.204483679 0.020652852 0.561925047 0.05675443 0.815968843 0.082412853 0.976070644 0.098583135 1.055406598 0.106596066 1.069071015 0.107976173 1.03254709 0.104287256 0.960519857 0.097012506 0.866050631 0.087471114 0.760092707 0.076769363 0.651300716 0.065781372 0.546070808 0.055153152 0.448744194 0.045323164 0.361910131 0.036552923 0.286753539 0.028962107 0.223404467 0.022563851 0.171259367 0.017297196 0.129256051 0.013054861 0.09609418 0.009705512 0.070400766 0.007110477 0.050845328 0.005135378 0.036212355 0.003657448 0.025439945 0.002569434 0.017633424 0.0017809760.012061843 0.001218246 0.008143899 0.000822534 0.005428369 0.000274133Cumulative normalization

0.00027153 1.27287E-05 0.001086237 5.09202E-05 0.002292849 0.000107483 0.004056744 0.000190171 0.006601404 0.000309458 0.010223356 0.000479247 0.015308507 0.000717626 0.0223488 0.001047658 0.031957478 0.00149809 0.044880447 0.002103888 0.062000334 0.002906428 0.084328965 0.003953141 0.112983217 0.005296384 0.149138748 0.006991269 0.193956137 0.009092201 0.248474843 0.011647908 0.313472178 0.014694828 0.389287526 0.01824887 0.475616362 0.02229576 0.571284098 0.026780435 0.674016238 0.031596273 0.780228059 0.03657523 0.884863344 0.041480282 0.98131644 0.046001773 1.061473912 0.049759365 1.115910064 0.052311201 1.1342636 0.053171571 1.162717089 0.054505403 1.248300386 0.058517344 1.400004076 0.065628851 1.624442359 0.076149982 1.924773397 0.090228785 2.299684894 0.107803741 2.742561127 0.128564722 3.240952242 0.151928109 3.776457611 0.177031323 4.325110676 0.202750869 4.858313411 0.227746142 5.34431679 0.25052882 5.75018407 0.26955491 6.044112869 0.283333591 6.197937533 0.290544524 6.206282139 0.290935699 6.39057368 0.299574847 6.754624251 0.316640669 

### ( )2 () ()

i 

### f a f xf b         

# 7.291309621 0.341799199 7.982445298 0.374197991 8.799570007 0.412502848 9.705606802 0.454975691 10.6572808 0.499587897 11.6080916 0.544159639 12.51157791 0.586512922 13.32457979 0.62462451 14.01020387 0.656764931 14.54022992 0.681611288 14.89675738 0.698324445 15.07297216 0.706584973 15.07300517 0.706586521 15.2350661 0.71418355 15.53687001 0.728331398 15.95000307 0.74769809 16.44246228 0.770783402 16.98116419 0.796036463 17.53426945 0.821964718 18.07314492 0.847225914 18.57383985 0.870697298 19.01801337 0.891519093 19.39331069 0.909112136 19.6932368 0.923171956 19.91661585 0.933643433 20.06674888 0.940681311 20.15039104 0.944602257 20.17666515 0.945833924 20.19731801 0.946802081 20.25407244 0.949462593 20.33648529 0.953325911 20.43506842 0.957947253 20.54166449 0.962944222 20.64964066 0.968005888 20.75392792 0.972894625 20.85094042 0.97744234 20.93841154 0.981542777 21.0151809 0.985141542 21.08096227 0.988225216 21.13611543 0.990810664 21.18143859 0.992935306 21.21799151 0.994648819 21.24695362 0.996006494 21.26951747 0.997064233 21.28681467 0.997875085 21.29986953 0.998487065 21.30957504 0.998942037 21.31668552 0.999275359 21.3218209 0.999516093 21.32547834 0.999687546 21.32804778 0.999807995 21.32982875 0.99989148221.331047 0.999948591 21.33186953 0.999987149 21.33214367 1

1076.497292**Appendix E-4m (i): Dry Biomass Stoker/Sloped Grate/Other Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass Stoker/SlopedGrate/Other

no 1WVAmericanWoodmark YES Yes Dry Biomass Stoker/SlopedGrate/Other

no 1WVAmericanWoodmark YES Yes Dry Biomass Stoker/SlopedGrate/Other

no 1WVAmericanWoodmarkUnitID Data Source Source Tab Pollutant Data TypeRun Number B2 ICR Phase II - Voluntary Additional PM from Test Report Particulate Matter (PM) filterable

ET Sample #1 B2 ICR Phase II - Voluntary Additional PM from Test Report Particulate Matter (PM) filterable

ET Sample #2 B2 ICR Phase II - Voluntary Additional PM from Test Report Particulate Matter (PM) filterable

ET Sample #4Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 3/24/2005 0.178 -1.725971729 0 3/24/2005 0.246 -1.402423743 0 3/24/2005 0.215 -1.537117251 0**Appendix E-4m (ii): Dry Biomass Stoker/Sloped Grate/Other Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-1.555170908

Variance of natural log of

test runs (σ2) 0.026415276

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.439138892

Denominator for calculation of flatness of z distribution (β2z) 0.002149457

Flatness of z distribution

(β2z) 1602.0034

Skewness of z distribution

(√β1z) 0.285904037Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815685 0.99927472 0.996005928 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.213960626

exp (2μ + σ2) 0.04577915

exp (σ2) - 1 0.026767251

(σ2/n) + [σ4/(2(n - 1))] 0.008979534

Square root term 0.085882622

Confidence Level 99% 99.9% 99.5%

UPL 3.14E-01 3.37E-01 3.22E-01

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -2.63E-01 -4.94E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4m (ii): Dry Biomass Stoker/Sloped Grate/Other Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Stoker/SlopedGrate/Other

Dry Biomass1WVAmericanWoodmark B2 ICR Phase II - VoluntaryAdditional PM from Test ReportPollutantTest Average ln (Test Average) Number of

test runs in

averageNum test

runs - 1Data Type Fuel Particulate Matter (PM) filterable

2.13E-01 -1.55E+003.00E+002.00E+00ET /Biomass/**Appendix E-4m (iii): Dry Biomass Stoker/Sloped Grate/Other Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 1602.0034 0.285904

1.28118E-05 -5=f(a) 31842.576 5.12545E-05 1 -4.899 28978.597 0.000108192 2 -4.798 26302.2 0.000191432 3 -4.697 23805.399 0.000311522 4 -4.596 21480.372 0.000482462 5 -4.495 19319.464 0.000722471 6 -4.394 17315.189 0.001054777 7 -4.293 15460.222 0.001508338 8 -4.192 13747.411 0.002118378 9 -4.091 12169.764 0.002926583 10 -3.99 10720.46 0.003980741 11 -3.889 9392.8422 0.00533361 12 -3.788 8180.421 0.007040722 13 -3.687 7076.8728 0.009156899 14 -3.586 6076.0405 0.01173123 15 -3.485 5171.9335 0.014800402 16 -3.384 4358.7276 0.018380373 17 -3.283 3630.7647 0.022456607 18 -3.182 2982.5535 0.026973349 19 -3.081 2408.7688 0.0318227 20 -2.98 1904.2519 0.036834598 21 -2.879 1464.0104 0.041769093 22 -2.778 1083.2185 0.046312538 23 -2.677 757.21671 0.050079403 24 -2.576 481.51176 0.052621353 25 -2.475 251.77696 0.05344487 26 -2.374 63.851949 0.054851603 27 -2.273 -86.25722 0.058982714 28 -2.172 -202.3781 0.066270773 29 -2.071 -288.1719 0.07703749 30 -1.97 -347.1334 0.091442651 31 -1.869 -382.591 0.109436016 32 -1.768 -397.7067 0.130717683 33 -1.667 -395.476 0.154712579 34 -1.566 -378.7282 0.180564404 35 -1.465 -350.1261 0.207153143 36 -1.364 -312.1661 0.233138467 37 -1.263 -267.1782 0.257028895 38 -1.162 -217.3262 0.277273773 39 -1.061 -164.6072 0.292372294 40 -0.96 -110.852 0.300991171 41 -0.859 -57.72526 0.302080685 42 -0.758 -6.724873 0.309183456 43 -0.657 40.81743 0.324675179 44 -0.556 83.736373

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348239924 45 -0.455 121.03307

0.379042564 46 -0.354 151.87503 0.415764806 47 -0.253 175.59614 0.456682513 48 -0.152 191.69671 0.499778678 49 -0.051 199.84341 0.542882608 50 0.05 199.86932 0.583822998 51 0.151 191.77392 0.620581064 52 0.252 175.72307 0.651429896 53 0.353 152.04902 0.675047692 54 0.454 121.25043 0.690595402 55 0.555 83.992331 0.697753116 56 0.656 41.106167 0.698792441 57 0.757 -6.410236 0.707369018 58 0.858 -57.39266 0.722435465 59 0.959 -110.5105 0.742659905 60 1.06 -164.2667 0.766541968 61 1.161 -216.9979 0.792530524 62 1.262 -266.8743 0.819132827 63 1.363 -311.8998 0.845006684 64 1.464 -349.9116 0.869029834 65 1.565 -378.581 0.890343569 66 1.666 -395.4124 0.908370468 67 1.767 -397.7442 0.922808498 68 1.868 -382.7482 0.933605651 69 1.969 -347.4298 0.940920377 70 2.07 -288.6281 0.945073514 71 2.171 -203.0159 0.94649721 72 2.272 -87.09923 0.947308851 73 2.373 62.781848 0.949843708 74 2.474 250.45389 0.953607722 75 2.575 479.9098 0.958151865 76 2.676 755.30886 0.963089845 77 2.777 1080.9768 0.968107248 78 2.878 1461.4056 0.972963411 79 2.979 1901.2539 0.977487651 80 3.08 2405.3464 0.981571556 81 3.181 2978.6744 0.985158975 82 3.282 3626.3956 0.988235091 83 3.383 4353.834 0.990815685 84 3.484 5166.4801 0.992937348 85 3.585 6069.9907 0.994649147 86 3.686 7070.189 0.996005928 87 3.787 8173.0646 0.997063285 88 3.888 9384.7735 0.997874052 89 3.989 10711.638 0.998486109 90 4.09 12160.147 0.998941229 91 4.191 13736.956 0.99927472 92 4.292 15448.887 0.999515615 93 4.393 17302.926 0.999687207 94 4.494 19306.229 0.99980777 95 4.595 21466.117 0.999891348 96 4.696 23790.0760.999948524 97 4.797 26285.76

0.999987132 98 4.898 28960.99

1 99 4.999 31823.75distribution of Z Normal distribution

1.48672E-06 0.047340979 2.45094E-06 0.071024795 3.9995E-06 0.10519572 6.46025E-06 0.153788752 1.03291E-05 0.221872657 1.63472E-05 0.315820063 2.56093E-05 0.443429176 3.97118E-05 0.613952743 6.09553E-05 0.837976881 9.26132E-05 1.127080609 0.000139285 1.493199006 0.000207351 1.94761233 0.000305546 2.499494115 0.000445674 3.153977499 0.000643469 3.909744385 0.000919619 4.756208689 0.001300942 5.670452501 0.001821704 6.614178091 0.002525035 7.531050616 0.003464389 8.344911729 0.004704958 8.959424088 0.006324913 9.259738226 0.008416337 9.116732792 0.011085658 8.394245843 0.014453386 6.959475564 0.018652949 4.6963827 0.023828414 1.5214907 0.030130931 -2.599010475 0.03771375 -7.632438228 0.046725789 -13.46506155 0.057303789 -19.89206159 0.069563239 -26.61427026 0.083588399 -33.24366329 0.099421884 -39.31896665 0.117054396 -44.33179758 0.136415346 -47.76256873 0.157365126 -49.12405468 0.179689839 -48.00921587 0.203099244 -44.13878635 0.227228529 -37.40344753 0.251644341 -27.89529053 0.275855243 -15.92381473 0.299326439 -2.012932365 0.321498297 13.12273424 0.341807853 28.62175004 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 43.53707104 0.37471238 56.90945269 0.386376486 67.84622002 0.394360216 75.59755477 0.398423793 79.62236867 0.398443914 79.63671523 0.394419966 75.6394637 0.386474058 67.91240749 0.374844865 56.99479457 0.359875719 43.6350846 0.34199778 28.72519062 0.32170943 13.22424145 0.299553264 -1.920207174 0.276092166 -15.84566291 0.25188591 -27.8360329 0.227469632 -37.36568592 0.203335281 -44.12333212 0.17991684 -48.01518694 0.157579839 -49.14911547 0.136615273 -47.80327428 0.117237788 -44.38399654 0.099587708 -39.37821662 0.083736272 -33.30561678 0.069693339 -26.67499834 0.05741676 -19.94829335 0.046822635 -13.51432985 0.037795734 -7.673133176 0.030199481 -2.630351538 0.023885038 1.499546847 0.018699163 4.683278028 0.014490659 6.954209285 0.011115369 8.395536715 0.008439746 9.123169701 0.006343145 9.269908109 0.004718997 8.972010937 0.003475077 8.358764701 0.002533081 7.545222708 0.001827693 6.627939352 0.001305351 5.683283147 0.000922829 4.767778006 0.00064578 3.919881067 0.00044732 3.162636298 0.000306705 2.506722654 0.000208159 1.953520801 0.000139842 1.497934381 9.29928E-05 1.130806107 6.12113E-05 0.840856717 3.98826E-05 0.616141697 2.5722E-05 0.445066254 1.64209E-05 0.31702538 1.03767E-05 0.222746703 6.49066E-06 0.1544132654.01874E-06 0.105635542 2.46298E-06 0.071330198 1.49417E-06 0.047550124Absolute values

0.047340979 0.002390719 0.071024795 0.007173504 0.10519572 0.010624768 0.153788752 0.015532664 0.221872657 0.022409138 0.315820063 0.031897826 0.443429176 0.044786347 0.613952743 0.062009227 0.837976881 0.084635665 1.127080609 0.113835142 1.493199006 0.1508131 1.94761233 0.196708845 2.499494115 0.252448906 3.153977499 0.318551727 3.909744385 0.394884183 4.756208689 0.480377078 5.670452501 0.572715703 6.614178091 0.668031987 7.531050616 0.760636112 8.344911729 0.842836085 8.959424088 0.904901833 9.259738226 0.935233561 9.116732792 0.920790012 8.394245843 0.84781883 6.959475564 0.702907032 4.6963827 0.474334653 1.5214907 0.153670561 2.599010475 0.262500058 7.632438228 0.770876261 13.46506155 1.359971216 19.89206159 2.009098221 26.61427026 2.688041297 33.24366329 3.357609992 39.31896665 3.971215632 44.33179758 4.477511556 47.76256873 4.824019442 49.12405468 4.961529523 48.00921587 4.848930803 44.13878635 4.458017422 37.40344753 3.7777482 27.89529053 2.817424344 15.92381473 1.608305287 2.012932365 0.203306169 13.12273424 1.325396158 28.62175004 2.890796754 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 43.53707104 4.397244175 56.90945269 5.747854722 67.84622002 6.852468222 75.59755477 7.635353032 79.62236867 8.041859236 79.63671523 8.043308238 75.6394637 7.639585834 67.91240749 6.859153157 56.99479457 5.756474252 43.6350846 4.407143545 28.72519062 2.901244252 13.22424145 1.335648386 1.920207174 0.193940925 15.84566291 1.600411954 27.8360329 2.811439323 37.36568592 3.773934278 44.12333212 4.456456545 48.01518694 4.849533881 49.14911547 4.964060662 47.80327428 4.828130703 44.38399654 4.482783651 39.37821662 3.977199879 33.30561678 3.363867295 26.67499834 2.694174832 19.94829335 2.014777629 13.51432985 1.364947315 7.673133176 0.774986451 2.630351538 0.265665505 1.499546847 0.151454232 4.683278028 0.473011081 6.954209285 0.702375138 8.395536715 0.847949208 9.123169701 0.92144014 9.269908109 0.936260719 8.972010937 0.906173105 8.358764701 0.844235235 7.545222708 0.762067494 6.627939352 0.669421875 5.683283147 0.574011598 4.767778006 0.481545579 3.919881067 0.395907988 3.162636298 0.319426266 2.506722654 0.253178988 1.953520801 0.197305601 1.497934381 0.151291373 1.130806107 0.114211417 0.840856717 0.084926528 0.616141697 0.062230311 0.445066254 0.044951692 0.31702538 0.032019563 0.222746703 0.022497417 0.154413265 0.015595740.105635542 0.01066919 0.071330198 0.00720435 0.047550124 0.002401281Cumulative normalization

0.002390719 1.28118E-05 0.009564224 5.12545E-05 0.020188991 0.000108192 0.035721655 0.000191432 0.058130794 0.000311522 0.09002862 0.000482462 0.134814967 0.000722471 0.196824194 0.001054777 0.281459859 0.001508338 0.395295 0.002118378 0.5461081 0.002926583 0.742816945 0.003980741 0.995265851 0.00533361 1.313817578 0.007040722 1.708701761 0.009156899 2.189078839 0.01173123 2.761794542 0.014800402 3.429826529 0.018380373 4.190462641 0.022456607 5.033298726 0.026973349 5.938200558 0.0318227 6.873434119 0.036834598 7.794224131 0.041769093 8.642042961 0.046312538 9.344949993 0.050079403 9.819284646 0.052621353 9.972955207 0.05344487 10.23545526 0.054851603 11.00633153 0.058982714 12.36630274 0.066270773 14.37540096 0.07703749 17.06344226 0.091442651 20.42105225 0.109436016 24.39226788 0.130717683 28.86977944 0.154712579 33.69379888 0.180564404 38.6553284 0.207153143 43.50425921 0.233138467 47.96227663 0.257028895 51.74002483 0.277273773 54.55744917 0.292372294 56.16575446 0.300991171 56.36906063 0.302080685 57.69445679 0.309183456 60.58525354 0.324675179 

### ( )2 () ()

i 

### f a f xf b         

# 64.98249772 0.348239924 70.73035244 0.379042564 77.58282066 0.415764806 85.21817369 0.456682513 93.26003293 0.499778678 101.3033412 0.542882608 108.942927 0.583822998 115.8020802 0.620581064 121.5585544 0.651429896 125.965698 0.675047692 128.8669422 0.690595402 130.2025906 0.697753116 130.3965315 0.698792441 131.9969435 0.707369018 134.8083828 0.722435465 138.5823171 0.742659905 143.0387736 0.766541968 147.8883075 0.792530524 152.8523682 0.819132827 157.6804989 0.845006684 162.1632825 0.869029834 166.1404824 0.890343569 169.5043497 0.908370468 172.1985245 0.922808498 174.2133021 0.933605651 175.5782495 0.940920377 176.3532359 0.945073514 176.6189014 0.94649721 176.7703556 0.947308851 177.2433667 0.949843708 177.9457419 0.953607722 178.7936911 0.958151865 179.7151312 0.963089845 180.6513919 0.968107248 181.557565 0.972963411 182.4018003 0.977487651 183.1638678 0.981571556 183.8332896 0.985158975 184.4073012 0.988235091 184.8888468 0.990815685 185.2847548 0.992937348 185.6041811 0.994649147 185.8573601 0.996005928 186.0546657 0.997063285 186.205957 0.997874052 186.3201685 0.998486109 186.405095 0.998941229 186.4673253 0.99927472 186.512277 0.999515615 186.5442965 0.999687207 186.566794 0.99980777 186.5823897 0.999891348186.5930589 0.999948524 186.6002632 0.999987132 186.6026645 1

9422.182439**Appendix E-4n (i): Dry Biomass Stoker/Sloped Grate/Other TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Dry Biomass Stoker/SlopedGrate/Other

No 1GARoseburgForestVienna YES Yes Dry Biomass Stoker/SlopedGrate/Other

No 1GARoseburgForestVienna YES Yes Dry Biomass Stoker/SlopedGrate/Other

No 1GARoseburgForestViennaUnitID Data Source Source Tab Pollutant Data TypeRun Number 600-Wood fired boiler ICR Phase I PM and Metals (2) TSM8 ET Sample #1 600-Wood fired boiler ICR Phase I PM and Metals (2) TSM8 ET Sample #2 600-Wood fired boiler ICR Phase I PM and Metals (2) TSM8 ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 9/18/2003 0.003191164 -5.747369538 0 9/18/2003 0.003019271 -5.802739867 0 9/18/2003 0.002503772 -5.989956884 0**Appendix E-4n (ii): Dry Biomass Stoker/Sloped Grate/Other TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-5.846688763

Variance of natural log of

test runs (σ2) 0.016160784

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.264680708

Denominator for calculation of flatness of z distribution (β2z) 0.000796295

Flatness of z distribution

(β2z) 4101.83715

Skewness of z distribution

(√β1z) 0.222280302Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815468 0.999274643 0.996005673 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.002912893

exp (2μ + σ2) 8.48495E-06

exp (σ2) - 1 0.016292076

(σ2/n) + [σ4/(2(n - 1))] 0.005452221

Square root term 0.00091163

Confidence Level 99% 99.9% 99.5%

UPL 3.97E-03 4.22E-03 4.06E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -1.29E+00 -1.37E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-4n (ii): Dry Biomass Stoker/Sloped Grate/Other TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab Stoker/SlopedGrate/Other

Dry Biomass1GARoseburgForestVienna 600-Wood fired boilerICR Phase I PM and Metals (2)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 2.90E-03 -5.84E+003.00E+00 2ET /Wood: Plywood, Particleboard (containing glues or resins)//Wood: Plywood, Particleboard (containing glues or resins)/**Appendix E-4n (iii): Dry Biomass Stoker/Sloped Grate/Other Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 4101.8371 0.2222803

1.28165E-05 -5=f(a) 81632.098 5.12731E-05 1 -4.899 74290.054 0.000108232 2 -4.798 67428.879 0.000191501 3 -4.697 61028.098 0.000311636 4 -4.596 55067.663 0.000482638 5 -4.495 49527.951 0.000722736 6 -4.394 44389.767 0.001055165 7 -4.293 39634.342 0.001508894 8 -4.192 35243.334 0.00211916 9 -4.091 31198.825 0.002927663 10 -3.99 27483.328 0.00398221 11 -3.889 24079.778 0.005335575 12 -3.788 20971.54 0.007043308 13 -3.687 18142.403 0.009160245 14 -3.586 15576.585 0.011735486 15 -3.485 13258.727 0.014805716 16 -3.384 11173.901 0.018386875 17 -3.283 9307.6026 0.022464392 18 -3.182 7645.7538 0.02698244 19 -3.081 6174.7042 0.031833012 20 -2.98 4881.2297 0.036845889 21 -2.879 3752.5326 0.041780904 22 -2.778 2776.2416 0.046324122 23 -2.677 1940.4123 0.050089652 24 -2.576 1233.5264 0.052628714 25 -2.475 644.49242 0.053447263 26 -2.374 162.64531 0.054861653 27 -2.273 -222.2535 0.05900379 28 -2.172 -520.0159 0.066306979 29 -2.071 -740.0275 0.077093702 30 -1.97 -891.2471 0.09152452 31 -1.869 -982.2072 0.109549951 32 -1.768 -1021.014 0.130870779 33 -1.667 -1015.346 0.154912529 34 -1.566 -972.4567 0.180819358 35 -1.465 -899.1724 0.207471545 36 -1.364 -801.8928 0.233528862 37 -1.263 -686.591 0.25749972 38 -1.162 -558.8139 0.277833149 39 -1.061 -423.6817 0.293027812 40 -0.96 -285.888 0.301749707 41 -0.859 -149.6999 0.302948239 42 -0.758 -18.95816 0.309936997 43 -0.657 102.9232 0.325310796 44 -0.556 212.95661

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348754834 45 -0.455 308.58101

0.379435107 46 -0.354 387.6619 0.416034404 47 -0.253 448.49128 0.456829599 48 -0.152 489.78769 0.499804604 49 -0.051 510.69619 0.542789538 50 0.05 510.78839 0.583613797 51 0.151 490.06238 0.620259195 52 0.252 448.94282 0.65099932 53 0.353 388.28089 0.674512789 54 0.454 309.35426 0.689960904 55 0.555 213.86718 0.697024046 56 0.656 103.95039 0.698152668 57 0.757 -17.83883 0.706813057 58 0.858 -148.5167 0.721957662 59 0.959 -284.6728 0.742254472 60 1.06 -422.4704 0.766203033 61 1.161 -557.6461 0.792252184 62 1.262 -685.5099 0.818909204 63 1.363 -800.9454 0.844831991 64 1.464 -898.4096 0.868898441 65 1.565 -971.9331 0.890250075 66 1.666 -1015.12 0.908309755 67 1.767 -1021.147 0.922775792 68 1.868 -982.7663 0.933596566 69 1.969 -892.3014 0.940930941 70 2.07 -741.6504 0.945100192 71 2.171 -522.2846 0.946536906 72 2.272 -225.2489 0.947338196 73 2.373 158.8384 0.94986496 74 2.474 639.78557 0.953622758 75 2.575 1227.8274 0.958162218 76 2.676 1933.6251 0.963096743 77 2.777 2768.2664 0.968111656 78 2.878 3743.2659 0.972966072 79 2.979 4870.5642 0.977489123 80 3.08 6162.5289 0.98157225 81 3.181 7631.9538 0.985159184 82 3.282 9292.0593 0.988235019 83 3.383 11156.492 0.990815468 84 3.484 13239.327 0.992937074 85 3.585 15555.062 0.994648868 86 3.686 18118.625 0.996005673 87 3.787 20945.369 0.997063067 88 3.888 24051.073 0.997873875 89 3.989 27451.944 0.99848597 90 4.09 31164.614 0.998941124 91 4.191 35206.142 0.999274643 92 4.292 39594.015 0.999515561 93 4.393 44346.143 0.999687171 94 4.494 49480.867 0.999807747 95 4.595 55016.951 0.999891334 96 4.696 60973.5870.999948517 97 4.797 67370.394

0.99998713 98 4.898 74227.416

1 99 4.999 81565.125distribution of Z Normal distribution

1.48672E-06 0.121364033 2.45094E-06 0.182080446 3.9995E-06 0.269681982 6.46025E-06 0.394256576 1.03291E-05 0.568798753 1.63472E-05 0.809645667 2.56093E-05 1.136789114 3.97118E-05 1.573949739 6.09553E-05 2.148266287 9.26132E-05 2.889422588 0.000139285 3.828014641 0.000207351 4.992958622 0.000305546 6.407768054 0.000445674 8.085595577 0.000643469 10.02305105 0.000919619 12.19297859 0.001300942 14.53659954 0.001821704 16.95569555 0.002525035 19.30579251 0.003464389 21.39157665 0.004704958 22.9659785 0.006324913 23.73444122 0.008416337 23.36578625 0.011085658 21.51074777 0.014453386 17.8286337 0.018652949 12.02168416 0.023828414 3.875579829 0.030130931 -6.696703844 0.03771375 -19.61174973 0.046725789 -34.57836759 0.057303789 -51.07183591 0.069563239 -68.32551538 0.083588399 -85.34490227 0.099421884 -100.9476065 0.117054396 -113.8303367 0.136415346 -122.6609178 0.157365126 -126.1899564 0.179689839 -123.3734313 0.203099244 -113.4946877 0.227228529 -96.27256679 0.251644341 -71.94208889 0.275855243 -41.29550679 0.299326439 -5.674678921 0.321498297 33.08963452 0.341807853 72.79024107 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 111.0003522 0.37471238 145.2617124 0.386376486 173.2864835 0.394360216 193.1527784 0.398423793 203.4735146 0.398443914 203.5205236 0.394419966 193.2903879 0.386474058 173.5047554 0.374844865 145.5450964 0.359875719 111.3290884 0.34199778 73.14210184 0.32170943 33.44182132 0.299553264 -5.343680087 0.276092166 -41.00429251 0.25188591 -71.70507492 0.227469632 -96.099191 0.203335281 -113.389119 0.17991684 -123.3347671 0.157579839 -126.2128402 0.136615273 -122.7364722 0.117237788 -113.9472861 0.099587708 -101.0934578 0.083736272 -85.50706536 0.069693339 -68.49226595 0.05741676 -51.233055 0.046822635 -34.72602511 0.037795734 -19.74013039 0.030199481 -6.802400589 0.023885038 3.793861145 0.018699163 11.96345447 0.014490659 17.7920278 0.011115369 21.49295596 0.008439746 23.36346644 0.006343145 23.74407935 0.004718997 22.98417732 0.003475077 21.41526474 0.002533081 19.33235506 0.001827693 16.9830356 0.001305351 14.56314256 0.000922829 12.21763551 0.00064578 10.04515441 0.00044732 8.104821845 0.000306705 6.424056838 0.000208159 5.006436446 0.000139842 3.838928295 9.29928E-05 2.898084596 6.12113E-05 2.155013125 3.98826E-05 1.579112074 2.5722E-05 1.140672491 1.64209E-05 0.812519648 1.03767E-05 0.570892465 6.49066E-06 0.3957587474.01874E-06 0.270743855 2.46298E-06 0.18282028 1.49417E-06 0.121872243Absolute values

0.121364033 0.006128884 0.182080446 0.018390125 0.269681982 0.02723788 0.394256576 0.039819914 0.568798753 0.057448674 0.809645667 0.081774212 1.136789114 0.114815701 1.573949739 0.158968924 2.148266287 0.216974895 2.889422588 0.291831681 3.828014641 0.386629479 4.992958622 0.504288821 6.407768054 0.647184573 8.085595577 0.816645153 10.02305105 1.012328156 12.19297859 1.231490837 14.53659954 1.468196554 16.95569555 1.712525251 19.30579251 1.949885043 21.39157665 2.160549242 22.9659785 2.319563829 23.73444122 2.397178563 23.36578625 2.359944411 21.51074777 2.172585525 17.8286337 1.800692004 12.02168416 1.214190101 3.875579829 0.391433563 6.696703844 0.676367088 19.61174973 1.980786723 34.57836759 3.492415127 51.07183591 5.158255426 68.32551538 6.900877054 85.34490227 8.619835129 100.9476065 10.19570825 113.8303367 11.49686401 122.6609178 12.38875269 126.1899564 12.7451856 123.3734313 12.46071656 113.4946877 11.46296345 96.27256679 9.723529246 71.94208889 7.266150978 41.29550679 4.170846185 5.674678921 0.573142571 33.08963452 3.342053087 72.79024107 7.351814348 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 111.0003522 11.21103557 145.2617124 14.67143295 173.2864835 17.50193484 193.1527784 19.50843061 203.4735146 20.55082497 203.5205236 20.55557288 193.2903879 19.52232917 173.5047554 17.52398029 145.5450964 14.70005474 111.3290884 11.24423793 73.14210184 7.387352286 33.44182132 3.377623953 5.343680087 0.539711689 41.00429251 4.141433544 71.70507492 7.242212567 96.099191 9.706018291 113.389119 11.45230102 123.3347671 12.45681148 126.2128402 12.74749686 122.7364722 12.39638369 113.9472861 11.50867589 101.0934578 10.21043923 85.50706536 8.636213602 68.49226595 6.917718861 51.233055 5.174538555 34.72602511 3.507328537 19.74013039 1.99375317 6.802400589 0.68704246 3.793861145 0.383179976 11.96345447 1.208308902 17.7920278 1.796994808 21.49295596 2.170788552 23.36346644 2.35971011 23.74407935 2.398152014 22.98417732 2.32140191 21.41526474 2.162941738 19.33235506 1.952567861 16.9830356 1.715286596 14.56314256 1.470877399 12.21763551 1.233981187 10.04515441 1.014560595 8.104821845 0.818587006 6.424056838 0.648829741 5.006436446 0.505650081 3.838928295 0.387731758 2.898084596 0.292706544 2.155013125 0.217656326 1.579112074 0.159490319 1.140672491 0.115207922 0.812519648 0.082064484 0.570892465 0.057660139 0.395758747 0.0399716330.270743855 0.027345129 0.18282028 0.018464848 0.121872243 0.006154548Cumulative normalization

0.006128884 1.28165E-05 0.024519009 5.12731E-05 0.051756889 0.000108232 0.091576803 0.000191501 0.149025477 0.000311636 0.23079969 0.000482638 0.34561539 0.000722736 0.504584314 0.001055165 0.721559209 0.001508894 1.01339089 0.00211916 1.400020369 0.002927663 1.90430919 0.00398221 2.551493763 0.005335575 3.368138916 0.007043308 4.380467072 0.009160245 5.611957909 0.011735486 7.080154463 0.014805716 8.792679714 0.018386875 10.74256476 0.022464392 12.903114 0.02698244 15.22267783 0.031833012 17.61985639 0.036845889 19.9798008 0.041780904 22.15238633 0.046324122 23.95307833 0.050089652 25.16726843 0.052628714 25.55870199 0.053447263 26.23506908 0.054861653 28.2158558 0.05900379 31.70827093 0.066306979 36.86652636 0.077093702 43.76740341 0.09152452 52.38723854 0.109549951 62.58294679 0.130870779 74.0798108 0.154912529 86.4685635 0.180819358 99.2137491 0.207471545 111.6744657 0.233528862 123.1374291 0.25749972 132.8609584 0.277833149 140.1271093 0.293027812 144.2979555 0.301749707 144.8710981 0.302948239 148.2131512 0.309936997 155.5649655 0.325310796 

### ( )2 () ()

i 

### f a f xf b         

# 166.7760011 0.348754834 181.447434 0.379435107 198.9493689 0.416034404 218.4577995 0.456829599 239.0086245 0.499804604 259.5641974 0.542789538 279.0865265 0.583613797 296.6105068 0.620259195 311.3105616 0.65099932 322.5547995 0.674512789 329.9421518 0.689960904 333.3197757 0.697024046 333.8594874 0.698152668 338.000921 0.706813057 345.2431335 0.721957662 354.9491518 0.742254472 366.4014528 0.766203033 378.8582643 0.792252184 391.6057612 0.818909204 404.0021449 0.844831991 415.5108208 0.868898441 425.72126 0.890250075 434.3574736 0.908309755 441.2751925 0.922775792 446.449731 0.933596566 449.9570595 0.940930941 451.9508127 0.945100192 452.6378552 0.946536906 453.0210352 0.947338196 454.2293441 0.94986496 456.0263389 0.953622758 458.1971274 0.958162218 460.5568375 0.963096743 462.9549895 0.968111656 465.2763914 0.972966072 467.4393332 0.977489123 469.391901 0.98157225 471.1071876 0.985159184 472.578065 0.988235019 473.8120462 0.990815468 474.8266068 0.992937074 475.6451938 0.994648868 476.2940236 0.996005673 476.7996737 0.997063067 477.1874054 0.997873875 477.480112 0.99848597 477.6977683 0.998941124 477.8572586 0.999274643 477.9724665 0.999515561 478.054531 0.999687171 478.1121911 0.999807747 478.1521628 0.999891334478.1795079 0.999948517 478.1979728 0.99998713 478.2041273 1

24146.86006**Appendix E-5a (i): Coal Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Coal FB no 1IAArchersDanielsMidlandDesMoines YES Coal FB no 1IAArchersDanielsMidlandDesMoines YES Coal FB no 1IAArchersDanielsMidlandDesMoines YES Yes Coal FB no 1IAArchersDanielsMidlandDesMoines YES Yes Coal FB no 1IAArchersDanielsMidlandDesMoines YES Yes Coal FB no 1IAArchersDanielsMidlandDesMoinesUnitID Data Source Source Tab Pollutant Data TypeRun Number Asea Boiler #1 ICR Phase I PM and Metals Particulate Matter (PM) filterable ET Sample #1 Asea Boiler #1 ICR Phase I PM and Metals Particulate Matter (PM) filterable ET Sample #2 Asea Boiler #1 ICR Phase I PM and Metals Particulate Matter (PM) filterable ET Sample #3 Asea Boiler #1 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Sample #1 Asea Boiler #1 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Sample #2 Asea Boiler #1 ICR Phase II - Templates PM (filter) Particulate Matter (PM) filterable ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 6/3/2008 0.000851965 -7.067964723 0 6/3/2008 0.00088142 -7.033976282 0 6/3/2008 0.000888318 -7.026180218 0 8/26/2009 0.00026926 -8.219832692 0 8/26/2009 0.000273253 -8.205110914 0 8/27/2009 0.00027184 -8.210297692 0**Appendix E-5a (ii): Coal Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES

Number of sources with test data 1

n 6 n-1 5

Average of natural log of test run values (μ)-7.627227087

Variance of natural log of test runs (σ2) 0.41021614

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution (β2z) 15.82097031

Denominator for calculation of flatness of z distribution (β2z) 0.7715836

Flatness of z distribution (β2z) 22.50454456

Skewness of z distribution (√β1z) 1.441977031

Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990789801 0.999291884 0.996044452z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.000597881

exp (2μ + σ2) 3.57462E-07

exp (σ2) - 1 0.507143504

(σ2/n) + [σ4/(2(n - 1))] 0.085197085

Square root term 0.000904403

Confidence Level 99% 99.9% 99.5%

UPL 1.65E-03 1.89E-03 1.74E-03

**Analysis of Data Distribution Normal**  **Log-normal Skewness =**  5.49E-03 1.74E-03 **SE Skewness** 1.00 1.00 **Skewness Test** normal normal **Kurtosis =** -3.32E+00 -3.33E+00 **SE Kurtosis** 2.00 2.00 **Kurtosis Test** normal normal **Number of test runs =** 6 6**Appendix E-5a (ii): Coal Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Coal 1IAArchersDanielsMidlandDesMoines Asea Boiler #1 ICR Phase II - TemplatesPM (filter) FB Coal 1IAArchersDanielsMidlandDesMoines Asea Boiler #1 ICR Phase I PM and MetalsPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.000271451-8.211728526 3 2ET Coal: Sub-bituminous Particulate Matter (PM) filterable

0.000873901-7.042543136 3 2ET /Coal: Sub-bituminous/**Appendix E-5a (iii): Coal Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 22.504545 1.441977

1.08112E-05 -5=f(a) 363.02927 4.31942E-05 1 -4.899 329.80164 9.10687E-05 2 -4.798 298.79024 0.000160921 3 -4.697 269.89913 0.00026149 4 -4.596 243.03438 0.000404327 5 -4.495 218.10412 0.000604407 6 -4.394 195.01848 0.000880735 7 -4.293 173.68963 0.001256878 8 -4.192 154.03178 0.00176133 9 -4.091 135.96115 0.002427562 10 -3.99 119.396 0.003293608 11 -3.889 104.25662 0.004400973 12 -3.788 90.465341 0.005792673 13 -3.687 77.9465 0.007510211 14 -3.586 66.626478 0.009589324 15 -3.485 56.433684 0.012054442 16 -3.384 47.298556 0.014911907 17 -3.283 39.153562 0.018142197 18 -3.182 31.933198 0.021691614 19 -3.081 25.573991 0.025464139 20 -2.98 20.014498 0.02931445 21 -2.879 15.195304 0.033043273 22 -2.778 11.059026 0.036396463 23 -2.677 7.5503092 0.039069168 24 -2.576 4.6158283 0.040716373 25 -2.475 2.204288 0.040970703 26 -2.374 0.2664227 0.042473551 27 -2.273 -1.245003 0.046062201 28 -2.172 -2.375197 0.051991214 29 -2.071 -3.167334 0.06039936 30 -1.97 -3.662563 0.071268025 31 -1.869 -3.9 0.084384036 32 -1.768 -3.916733 0.099311724 33 -1.667 -3.74782 0.115379053 34 -1.566 -3.42629 0.131682105 35 -1.465 -2.983142 0.147111016 36 -1.364 -2.447344 0.160398674 37 -1.263 -1.845836 0.170191236 38 -1.162 -1.203528 0.175137015 39 -1.061 -0.5433 0.176286256 40 -0.96 0.1139967 0.184569666 41 -0.859 0.7495422 0.200716886 42 -0.758 1.346545 0.22506292 43 -0.657 1.8902434 0.257487787 44 -0.556 2.3679054

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.297388725 45 -0.455 2.7688289

0.343689928 46 -0.354 3.0843412 0.394891307 47 -0.253 3.3077993 0.449153807 48 -0.152 3.4345899 0.504415014 49 -0.051 3.4621293 0.558525473 50 0.05 3.3898634 0.609393844 51 0.151 3.219268 0.655127965 52 0.252 2.9538482 0.694159254 53 0.353 2.599139 0.725339651 54 0.454 2.162705 0.748003176 55 0.555 1.6541403 0.76198787 56 0.656 1.085069 0.767617922 57 0.757 0.4691444 0.76958619 58 0.858 -0.17795 0.778047543 59 0.959 -0.838502 0.791650949 60 1.06 -1.492768 0.808912147 61 1.161 -2.118978 0.828325153 62 1.262 -2.693327 0.848463385 63 1.363 -3.189987 0.868062967 64 1.464 -3.581094 0.88608335 65 1.565 -3.836759 0.901743072 66 1.666 -3.925062 0.914531117 67 1.767 -3.812051 0.924196488 68 1.868 -3.461748 0.930720258 69 1.969 -2.836143 0.934275279 70 2.07 -1.895197 0.935178999 71 2.171 -0.596842 0.936513488 72 2.272 1.1030212 0.939623848 73 2.373 3.25052 0.944039047 74 2.474 5.8938122 0.949311993 75 2.575 9.0830849 0.955043291 76 2.676 12.870555 0.960896177 77 2.777 17.310469 0.966603453 78 2.878 22.459104 0.971967761 79 2.979 28.374764 0.9768568 80 3.08 35.117786 0.981195128 81 3.181 42.750534 0.9849541 82 3.282 51.337404 0.988141202 83 3.383 60.94482 0.990789801 84 3.484 71.641236 0.992949972 85 3.585 83.497136 0.994680824 86 3.686 96.585033 0.996044452 87 3.787 110.97947 0.997101508 88 3.888 126.75702 0.997908223 89 3.989 143.99628 0.998514647 90 4.09 162.7779 0.99896386 91 4.191 183.18452 0.999291884 92 4.292 205.30084 0.999528083 93 4.393 229.21358 0.999695843 94 4.494 255.0115 0.999813399 95 4.595 282.78536 0.999894691 96 4.696 312.627990.999950177 97 4.797 344.63422

0.999987563 98 4.898 378.90092

1 99 4.999 415.52699distribution of Z Normal distribution

1.48672E-06 0.000539723 2.45094E-06 0.000808324 3.9995E-06 0.001195012 6.46025E-06 0.001743615 1.03291E-05 0.002510324 1.63472E-05 0.003565402 2.56093E-05 0.004994279 3.97118E-05 0.006897522 6.09553E-05 0.009389046 9.26132E-05 0.012591795 0.000139285 0.016630069 0.000207351 0.021617683 0.000305546 0.027641314 0.000445674 0.034738721 0.000643469 0.042872081 0.000919619 0.051897492 0.001300942 0.061532687 0.001821704 0.071326195 0.002525035 0.080632428 0.003464389 0.088598249 0.004704958 0.094167361 0.006324913 0.096108973 0.008416337 0.093076496 0.011085658 0.08370015 0.014453386 0.06671435 0.018652949 0.041116471 0.023828414 0.006348431 0.030130931 -0.037513113 0.03771375 -0.089577583 0.046725789 -0.147996199 0.057303789 -0.20987873 0.069563239 -0.271296615 0.083588399 -0.327393429 0.099421884 -0.372615339 0.117054396 -0.401062323 0.136415346 -0.406946298 0.157365126 -0.385126554 0.179689839 -0.331677961 0.203099244 -0.244435642 0.227228529 -0.123453338 0.251644341 0.02868663 0.275855243 0.206765157 0.299326439 0.403056514 0.321498297 0.607710019 0.341807853 0.809368672 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.995981524 0.37471238 1.155740839 0.386376486 1.278055875 0.394360216 1.354465612 0.398423793 1.379394677 0.398443914 1.350670451 0.394419966 1.269743565 0.386474058 1.141585697 0.374844865 0.974273906 0.359875719 0.778305008 0.34199778 0.565712327 0.32170943 0.349076926 0.299553264 0.140533745 0.276092166 -0.049130645 0.25188591 -0.211206825 0.227469632 -0.33955949 0.203335281 -0.430862893 0.17991684 -0.484574963 0.157579839 -0.502677594 0.136615273 -0.489232172 0.117237788 -0.449813186 0.099587708 -0.390887902 0.083736272 -0.319206956 0.069693339 -0.241260783 0.05741676 -0.162842149 0.046822635 -0.088738132 0.037795734 -0.02255808 0.030199481 0.033310667 0.023885038 0.077638794 0.018699163 0.110209352 0.014490659 0.131619887 0.011115369 0.143060969 0.008439746 0.146095968 0.006343145 0.142461357 0.004718997 0.133900422 0.003475077 0.122037023 0.002533081 0.108290555 0.001827693 0.093829036 0.001305351 0.079554404 0.000922829 0.066112615 0.00064578 0.053920815 0.00044732 0.043204408 0.000306705 0.034037997 0.000208159 0.026385557 0.000139842 0.020136694 9.29928E-05 0.015137172 6.12113E-05 0.011212959 3.98826E-05 0.00818793 2.5722E-05 0.005895837 1.64209E-05 0.004187515 1.03767E-05 0.002934369 6.49066E-06 0.0020291624.01874E-06 0.001384994 2.46298E-06 0.000933224 1.49417E-06 0.000620868Absolute values

0.000539723 2.7256E-05 0.000808324 8.16407E-05 0.001195012 0.000120696 0.001743615 0.000176105 0.002510324 0.000253543 0.003565402 0.000360106 0.004994279 0.000504422 0.006897522 0.00069665 0.009389046 0.000948294 0.012591795 0.001271771 0.016630069 0.001679637 0.021617683 0.002183386 0.027641314 0.002791773 0.034738721 0.003508611 0.042872081 0.00433008 0.051897492 0.005241647 0.061532687 0.006214801 0.071326195 0.007203946 0.080632428 0.008143875 0.088598249 0.008948423 0.094167361 0.009510903 0.096108973 0.009707006 0.093076496 0.009400726 0.08370015 0.008453715 0.06671435 0.006738149 0.041116471 0.004152764 0.006348431 0.000641192 0.037513113 0.003788824 0.089577583 0.009047336 0.147996199 0.014947616 0.20987873 0.021197752 0.271296615 0.027400958 0.327393429 0.033066736 0.372615339 0.037634149 0.401062323 0.040507295 0.406946298 0.041101576 0.385126554 0.038897782 0.331677961 0.033499474 0.244435642 0.024688 0.123453338 0.012468787 0.02868663 0.00289735 0.206765157 0.020883281 0.403056514 0.040708708 0.607710019 0.061378712 0.809368672 0.081746236 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.995981524 0.100594134 1.155740839 0.116729825 1.278055875 0.129083643 1.354465612 0.136801027 1.379394677 0.139318862 1.350670451 0.136417716 1.269743565 0.1282441 1.141585697 0.115300155 0.974273906 0.098401664 0.778305008 0.078608806 0.565712327 0.057136945 0.349076926 0.03525677 0.140533745 0.014193908 0.049130645 0.004962195 0.211206825 0.021331889 0.33955949 0.034295509 0.430862893 0.043517152 0.484574963 0.048942071 0.502677594 0.050770437 0.489232172 0.049412449 0.449813186 0.045431132 0.390887902 0.039479678 0.319206956 0.032239903 0.241260783 0.024367339 0.162842149 0.016447057 0.088738132 0.008962551 0.02255808 0.002278366 0.033310667 0.003364377 0.077638794 0.007841518 0.110209352 0.011131145 0.131619887 0.013293609 0.143060969 0.014449158 0.146095968 0.014755693 0.142461357 0.014388597 0.133900422 0.013523943 0.122037023 0.012325739 0.108290555 0.010937346 0.093829036 0.009476733 0.079554404 0.008034995 0.066112615 0.006677374 0.053920815 0.005446002 0.043204408 0.004363645 0.034037997 0.003437838 0.026385557 0.002664941 0.020136694 0.002033806 0.015137172 0.001528854 0.011212959 0.001132509 0.00818793 0.000826981 0.005895837 0.00059548 0.004187515 0.000422939 0.002934369 0.000296371 0.002029162 0.0002049450.001384994 0.000139884 0.000933224 9.42556E-05 0.000620868 3.13539E-05Cumulative normalization

2.7256E-05 1.08112E-05 0.000108897 4.31942E-05 0.000229593 9.10687E-05 0.000405698 0.000160921 0.000659241 0.00026149 0.001019346 0.000404327 0.001523769 0.000604407 0.002220418 0.000880735 0.003168712 0.001256878 0.004440483 0.00176133 0.00612012 0.002427562 0.008303506 0.003293608 0.011095279 0.004400973 0.01460389 0.005792673 0.01893397 0.007510211 0.024175617 0.009589324 0.030390418 0.012054442 0.037594363 0.014911907 0.045738239 0.018142197 0.054686662 0.021691614 0.064197565 0.025464139 0.073904572 0.02931445 0.083305298 0.033043273 0.091759013 0.036396463 0.098497162 0.039069168 0.102649926 0.040716373 0.103291117 0.040970703 0.107079942 0.042473551 0.116127278 0.046062201 0.131074894 0.051991214 0.152272645 0.06039936 0.179673604 0.071268025 0.21274034 0.084384036 0.250374489 0.099311724 0.290881784 0.115379053 0.33198336 0.131682105 0.370881142 0.147111016 0.404380616 0.160398674 0.429068616 0.170191236 0.441537403 0.175137015 0.444434752 0.176286256 0.465318033 0.184569666 0.506026741 0.200716886 0.567405453 0.22506292 0.649151689 0.257487787 

### ( )2 () ()

i 

### f a f xf b         

# 0.749745823 0.297388725 0.866475648 0.343689928 0.995559291 0.394891307 1.132360318 0.449153807 1.27167918 0.504415014 1.408096896 0.558525473 1.536340996 0.609393844 1.651641151 0.655127965 1.750042816 0.694159254 1.828651621 0.725339651 1.885788566 0.748003176 1.921045336 0.76198787 1.935239244 0.767617922 1.940201439 0.76958619 1.961533329 0.778047543 1.995828837 0.791650949 2.039345989 0.808912147 2.088288061 0.828325153 2.139058498 0.848463385 2.188470947 0.868062967 2.233902079 0.88608335 2.273381757 0.901743072 2.305621659 0.914531117 2.329988998 0.924196488 2.346436055 0.930720258 2.355398607 0.934275279 2.357676973 0.935178999 2.36104135 0.936513488 2.368882868 0.939623848 2.380014013 0.944039047 2.393307621 0.949311993 2.407756779 0.955043291 2.422512472 0.960896177 2.436901069 0.966603453 2.450425012 0.971967761 2.462750751 0.9768568 2.473688097 0.981195128 2.48316483 0.9849541 2.491199824 0.988141202 2.497877199 0.990789801 2.503323201 0.992949972 2.507686846 0.994680824 2.511124684 0.996044452 2.513789625 0.997101508 2.515823431 0.997908223 2.517352286 0.998514647 2.518484794 0.99896386 2.519311775 0.999291884 2.519907255 0.999528083 2.520330194 0.999695843 2.520626565 0.999813399 2.52083151 0.9998946912.520971395 0.999950177 2.52106565 0.999987563 2.521097004 1

125.8025111**Appendix E-5b (i): Coal TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Coal FB No 1ILPolyOne YES Coal FB No 1ILPolyOne YES Coal FB No 1ILPolyOne YES Yes Coal FB No 1ILPolyOne YES Yes Coal FB No 1ILPolyOne YES Yes Coal FB No 1ILPolyOneUnitID Data Source Source Tab Pollutant Data TypeRun Number B1 ICR Phase I PM and Metals TSM8 ET Sample #1 B1 ICR Phase I PM and Metals TSM8 ET Sample #2 B1 ICR Phase I PM and Metals TSM8 ET Sample #3 B1 ICR Phase II - ERT ERT TSM8 ET 1 B1 ICR Phase II - ERT ERT TSM8 ET 2 B1 ICR Phase II - ERT ERT TSM8 ET 3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 11/14/2006 1.32009E-05 -11.23522267 0 11/14/2006 2.02532E-05 -10.80719704 0 11/14/2006 1.07095E-05 -11.44437626 0 9/9/2009 7.35823E-06 -11.81969162 0 9/9/2009 7.54142E-06 -11.79510029 0 9/10/2009 7.93019E-06 -11.74483305 0**Appendix E-5b (ii): Coal TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES

Number of sources with test data 1

n 6 n-1 5

Average of natural log of test run values (μ)-11.47440349

Variance of natural log of

test runs (σ2) 0.159695205

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.252230485

Denominator for calculation of flatness of z distribution (β2z) 0.08994614

Flatness of z distribution

(β2z) 71.51082634

Skewness of z distribution

(√β1z) 0.762334786Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990836791 0.999279988 0.996024582 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.12566E-05

exp (2μ + σ2) 1.26711E-10

exp (σ2) - 1 0.173153246

(σ2/n) + [σ4/(2(n - 1))] 0.029166123

Square root term 9.95401E-06

Confidence Level 99% 99.9% 99.5%

UPL 2.28E-05 2.55E-05 2.38E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.49E+00 1.02E+00 **SE Skewness** 1.00 1.00 **Skewness Test** normal normal **Kurtosis =** 1.95E+00 1.07E-01 **SE Kurtosis** 2.00 2.00 **Kurtosis Test** normal normal **Number of test runs =** 6 6**Appendix E-5b (ii): Coal TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab FB Coal 1ILPolyOne B1 ICR Phase II - ERT ERT FB Coal 1ILPolyOne B1 ICR Phase I PM and MetalsPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 7.60995E-06-11.78605445 3 2ET /Coal: Bituminous/ TSM8 1.47212E-05-11.12621999 3 2ET /Coal: Bituminous/**Appendix E-5b (iii): Coal TSM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 71.510826 0.7623348

1.24428E-05 -5=f(a) 1351.5312 4.97702E-05 1 -4.899 1229.7113 0.000105044 2 -4.798 1115.8912 0.000185832 3 -4.697 1009.7292 0.000302358 4 -4.596 910.89121 0.000468182 5 -4.495 819.04987 0.000700946 6 -4.394 733.88517 0.001023134 7 -4.293 655.08416 0.001462758 8 -4.192 582.34103 0.002053875 9 -4.091 515.35712 0.002836764 10 -3.99 453.84086 0.003857571 11 -3.889 397.50784 0.005167194 12 -3.788 346.08076 0.00681916 13 -3.687 299.28947 0.008866241 14 -3.586 256.87093 0.011355611 15 -3.485 218.56924 0.01432241 16 -3.384 184.13563 0.017781748 17 -3.283 153.32844 0.021719341 18 -3.182 125.91317 0.026081279 19 -3.081 101.66242 0.030763654 20 -2.98 80.355944 0.035603139 21 -2.879 61.780612 0.040369871 22 -2.778 45.730424 0.044764197 23 -2.677 32.006511 0.048418939 24 -2.576 20.417132 0.050908743 25 -2.475 10.777678 0.051767717 26 -2.374 2.9106669 0.053019419 27 -2.273 -3.354254 0.056840284 28 -2.172 -8.180307 0.063624655 29 -2.071 -11.72359 0.073654906 30 -1.97 -14.13306 0.087052228 31 -1.869 -15.55055 0.103730649 32 -1.768 -16.11078 0.123359662 33 -1.667 -15.94131 0.145340989 34 -1.566 -15.1626 0.168804569 35 -1.465 -13.88797 0.192627751 36 -1.364 -12.22359 0.215479773 37 -1.263 -10.26854 0.235891292 38 -1.162 -8.11474 0.252345912 39 -1.061 -5.846993 0.2633879 40 -0.96 -3.542971 0.267737768 41 -0.859 -1.273217 0.271069944 42 -0.758 0.8988565 0.282684494 43 -0.657 2.9169655 0.302716067 44 -0.556 4.7319551

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.330790577 45 -0.455 6.3017999

0.366021497 46 -0.354 7.5916036 0.407048169 47 -0.253 8.5735995 0.452114591 48 -0.152 9.2271498 0.499182941 49 -0.051 9.5387461 0.546072383 50 0.05 9.5020094 0.590610938 51 0.151 9.1176897 0.630786732 52 0.252 8.3936665 0.664885032 53 0.353 7.3449484 0.691598978 54 0.454 5.9936734 0.710104807 55 0.555 4.3691087 0.720096135 56 0.656 2.5076507 0.721776088 57 0.757 0.4528251 0.727741912 58 0.858 -1.744713 0.740305026 59 0.959 -4.027179 0.75813687 60 1.06 -6.329661 0.779744056 61 1.161 -8.580114 0.803584937 62 1.262 -10.69937 0.828177409 63 1.363 -12.60112 0.852189688 64 1.464 -14.19194 0.874508429 65 1.565 -15.37127 0.894281312 66 1.666 -16.03141 0.91093405 67 1.767 -16.05756 0.92416413 68 1.868 -15.32776 0.933915411 69 1.969 -13.71294 0.940338827 70 2.07 -11.07689 0.943744822 71 2.171 -7.27627 0.944552933 72 2.272 -2.160623 0.945862693 73 2.373 4.4276493 0.948793028 74 2.474 12.653268 0.952864753 75 2.575 22.688087 0.957643175 76 2.676 34.711087 0.962755342 77 2.777 48.90838 0.967898865 78 2.878 65.473205 0.972843599 79 2.979 84.605932 0.977427802 80 3.08 106.51406 0.981550459 81 3.181 131.41222 0.98516137 82 3.282 159.52216 0.988250375 83 3.383 191.07278 0.990836791 84 3.484 226.30008 0.992959818 85 3.585 265.44722 0.994670377 86 3.686 308.76447 0.996024582 87 3.787 356.50923 0.997078854 88 3.888 408.94604 0.997886532 89 3.989 466.34655 0.998495772 90 4.09 528.98956 0.998948477 91 4.191 597.16099 0.999279988 92 4.292 671.15389 0.999519316 93 4.393 751.26844 0.999689703 94 4.494 837.81194 0.999809362 95 4.595 931.09884 0.999892276 96 4.696 1031.45070.999948976 97 4.797 1139.1962

0.999987248 98 4.898 1254.6712

1 99 4.999 1378.2187distribution of Z Normal distribution

1.48672E-06 0.002009348 2.45094E-06 0.003013948 3.9995E-06 0.00446301 6.46025E-06 0.0065231 1.03291E-05 0.009408676 1.63472E-05 0.013389211 2.56093E-05 0.018794256 3.97118E-05 0.026014549 6.09553E-05 0.035496745 9.26132E-05 0.047728864 0.000139285 0.063213213 0.000207351 0.082423525 0.000305546 0.105743559 0.000445674 0.133385507 0.000643469 0.16528851 0.000919619 0.201000441 0.001300942 0.239549799 0.001821704 0.279319006 0.002525035 0.317935092 0.003464389 0.352198155 0.004704958 0.378071306 0.006324913 0.390756983 0.008416337 0.384882677 0.011085658 0.354813247 0.014453386 0.295096705 0.018652949 0.201035481 0.023828414 0.069356577 0.030130931 -0.10106679 0.03771375 -0.308510051 0.046725789 -0.547793816 0.057303789 -0.809877644 0.069563239 -1.081746686 0.083588399 -1.346674112 0.099421884 -1.5849153 0.117054396 -1.774849271 0.136415346 -1.894531708 0.157365126 -1.923567112 0.179689839 -1.845152296 0.203099244 -1.648097565 0.227228529 -1.328603677 0.251644341 -0.891568718 0.275855243 -0.351223617 0.299326439 0.269051523 0.321498297 0.93779944 0.341807853 1.617419411 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.266834246 0.37471238 2.844667871 0.386376486 3.312637244 0.394360216 3.638820785 0.398423793 3.800463412 0.398443914 3.786017809 0.394419966 3.596198863 0.386474058 3.24393435 0.374844865 2.753216193 0.359875719 2.156977525 0.34199778 1.494225466 0.32170943 0.806734865 0.299553264 0.135645239 0.276092166 -0.481701592 0.25188591 -1.014389751 0.227469632 -1.439805574 0.203335281 -1.744639853 0.17991684 -1.924996301 0.157579839 -1.985682275 0.136615273 -1.938835572 0.117237788 -1.802093315 0.099587708 -1.596531788 0.083736272 -1.344600395 0.069693339 -1.068243002 0.05741676 -0.787352624 0.046822635 -0.518649096 0.037795734 -0.275011982 0.030199481 -0.06524968 0.023885038 0.105754572 0.018699163 0.236605522 0.014490659 0.328765335 0.011115369 0.385826541 0.008439746 0.412774314 0.006343145 0.415306049 0.004718997 0.399255127 0.003475077 0.370144602 0.002533081 0.332877758 0.001827693 0.291557606 0.001305351 0.249417112 0.000922829 0.208836296 0.00064578 0.171420617 0.00044732 0.138116496 0.000306705 0.10934329 0.000208159 0.085125612 0.000139842 0.065214724 9.29928E-05 0.049192218 6.12113E-05 0.03655299 3.98826E-05 0.026767359 2.5722E-05 0.019324143 1.64209E-05 0.013757614 1.03767E-05 0.009661701 6.49066E-06 0.0066947944.01874E-06 0.004578129 2.46298E-06 0.003090224 1.49417E-06 0.002059294Absolute values

0.002009348 0.000101472 0.003013948 0.000304409 0.00446301 0.000450764 0.0065231 0.000658833 0.009408676 0.000950276 0.013389211 0.00135231 0.018794256 0.00189822 0.026014549 0.002627469 0.035496745 0.003585171 0.047728864 0.004820615 0.063213213 0.006384535 0.082423525 0.008324776 0.105743559 0.010680099 0.133385507 0.013471936 0.16528851 0.01669414 0.201000441 0.020301045 0.239549799 0.02419453 0.279319006 0.02821122 0.317935092 0.032111444 0.352198155 0.035572014 0.378071306 0.038185202 0.390756983 0.039466455 0.384882677 0.03887315 0.354813247 0.035836138 0.295096705 0.029804767 0.201035481 0.020304584 0.069356577 0.007005014 0.10106679 0.010207746 0.308510051 0.031159515 0.547793816 0.055327175 0.809877644 0.081797642 1.081746686 0.109256415 1.346674112 0.136014085 1.5849153 0.160076445 1.774849271 0.179259776 1.894531708 0.191347703 1.923567112 0.194280278 1.845152296 0.186360382 1.648097565 0.166457854 1.328603677 0.134188971 0.891568718 0.090048441 0.351223617 0.035473585 0.269051523 0.027174204 0.93779944 0.094717743 1.617419411 0.163359361 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.266834246 0.228950259 2.844667871 0.287311455 3.312637244 0.334576362 3.638820785 0.367520899 3.800463412 0.383846805 3.786017809 0.382387799 3.596198863 0.363216085 3.24393435 0.327637369 2.753216193 0.278074835 2.156977525 0.21785473 1.494225466 0.150916772 0.806734865 0.081480221 0.135645239 0.013700169 0.481701592 0.048651861 1.014389751 0.102453365 1.439805574 0.145420363 1.744639853 0.176208625 1.924996301 0.194424626 1.985682275 0.20055391 1.938835572 0.195822393 1.802093315 0.182011425 1.596531788 0.161249711 1.344600395 0.13580464 1.068243002 0.107892543 0.787352624 0.079522615 0.518649096 0.052383559 0.275011982 0.02777621 0.06524968 0.006590218 0.105754572 0.010681212 0.236605522 0.023897158 0.328765335 0.033205299 0.385826541 0.038968481 0.412774314 0.041690206 0.415306049 0.041945911 0.399255127 0.040324768 0.370144602 0.037384605 0.332877758 0.033620654 0.291557606 0.029447318 0.249417112 0.025191128 0.208836296 0.021092466 0.171420617 0.017313482 0.138116496 0.013949766 0.10934329 0.011043672 0.085125612 0.008597687 0.065214724 0.006586687 0.049192218 0.004968414 0.03655299 0.003691852 0.026767359 0.002703503 0.019324143 0.001951738 0.013757614 0.001389519 0.009661701 0.000975832 0.006694794 0.0006761740.004578129 0.000462391 0.003090224 0.000312113 0.002059294 0.000103994Cumulative normalization

0.000101472 1.24428E-05 0.000405881 4.97702E-05 0.000856645 0.000105044 0.001515478 0.000185832 0.002465754 0.000302358 0.003818064 0.000468182 0.005716284 0.000700946 0.008343754 0.001023134 0.011928925 0.001462758 0.01674954 0.002053875 0.023134075 0.002836764 0.031458851 0.003857571 0.04213895 0.005167194 0.055610887 0.00681916 0.072305026 0.008866241 0.092606071 0.011355611 0.1168006 0.01432241 0.14501182 0.017781748 0.177123264 0.021719341 0.212695278 0.026081279 0.25088048 0.030763654 0.290346935 0.035603139 0.329220086 0.040369871 0.365056223 0.044764197 0.394860991 0.048418939 0.415165574 0.050908743 0.422170589 0.051767717 0.432378334 0.053019419 0.463537849 0.056840284 0.518865025 0.063624655 0.600662667 0.073654906 0.709919082 0.087052228 0.845933168 0.103730649 1.006009613 0.123359662 1.185269389 0.145340989 1.376617092 0.168804569 1.57089737 0.192627751 1.757257752 0.215479773 1.923715606 0.235891292 2.057904577 0.252345912 2.147953018 0.2633879 2.183426603 0.267737768 2.210600807 0.271069944 2.305318551 0.282684494 2.468677911 0.302716067 

### ( )2 () ()

i 

### f a f xf b         

# 2.69762817 0.330790577 2.984939625 0.366021497 3.319515987 0.407048169 3.687036886 0.452114591 4.07088369 0.499182941 4.453271489 0.546072383 4.816487574 0.590610938 5.144124944 0.630786732 5.422199779 0.664885032 5.640054509 0.691598978 5.790971281 0.710104807 5.872451503 0.720096135 5.886151672 0.721776088 5.934803533 0.727741912 6.037256897 0.740305026 6.182677261 0.75813687 6.358885886 0.779744056 6.553310512 0.803584937 6.753864422 0.828177409 6.949686815 0.852189688 7.131698239 0.874508429 7.29294795 0.894281312 7.42875259 0.91093405 7.536645133 0.92416413 7.616167748 0.933915411 7.668551307 0.940338827 7.696327517 0.943744822 7.702917735 0.944552933 7.713598947 0.945862693 7.737496104 0.948793028 7.770701403 0.952864753 7.809669884 0.957643175 7.851360089 0.962755342 7.893306 0.967898865 7.933630768 0.972843599 7.971015373 0.977427802 8.004636027 0.981550459 8.034083345 0.98516137 8.059274473 0.988250375 8.080366939 0.990836791 8.097680421 0.992959818 8.111630187 0.994670377 8.12267386 0.996024582 8.131271547 0.997078854 8.137858234 0.997886532 8.142826648 0.998495772 8.1465185 0.998948477 8.149222003 0.999279988 8.151173741 0.999519316 8.15256326 0.999689703 8.153539092 0.999809362 8.154215266 0.9998922768.154677657 0.999948976 8.15498977 0.999987248 8.155093764 1

410.8587159**Appendix E-6a (i): Liquid Hg Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Liquid no 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86 YES Yes Liquid no 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86 YES Yes Liquid no 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase II - ERT ERT Mercury (Hg)ET 1 11/17/2009 ICR Phase II - ERT ERT Mercury (Hg)ET 2 11/17/2009 ICR Phase II - ERT ERT Mercury (Hg)ET 3 11/18/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" DLL 7.64901E-08 -16.38610387 1 DLL 6.55708E-08 -16.5401361 1 DLL 6.92154E-08 -16.48604218 1**Appendix E-6a (ii): Liquid Hg Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-16.47076072

Variance of natural log of

test runs (σ2) 0.006106624

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.098569087

Denominator for calculation of flatness of z distribution (β2z) 0.000112558

Flatness of z distribution

(β2z) 27530.60324

Skewness of z distribution

(√β1z) 0.135834594Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815117 0.999274587 0.996005443 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 7.04962E-08

exp (2μ + σ2) 4.96971E-15

exp (σ2) - 1 0.006125307

(σ2/n) + [σ4/(2(n - 1))] 0.002044864

Square root term 1.35198E-08

Confidence Level 99% 99.9% 99.5%

UPL 8.62E-08 8.98E-08 8.76E-08

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 9.33E-01 8.46E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6a (ii): Liquid Hg Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Liquid 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86

ICR Phase II - ERT ERTPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Mercury (Hg)7.04254E-08-16.46871128 3 2ET No. 2 Distillate**Appendix E-6a (iii): Liquid Hg Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 27530.603 0.1358346

1.28188E-05 -5=f(a) 548256.61 5.12823E-05 1 -4.899 498946.16 0.000108251 2 -4.798 452865.28 0.000191536 3 -4.697 409876.45 0.000311692 4 -4.596 369845.03 0.000482726 5 -4.495 332639.23 0.000722867 6 -4.394 298130.14 0.001055355 7 -4.293 266191.7 0.001509165 8 -4.192 236700.72 0.00211954 9 -4.091 209536.88 0.002928187 10 -3.99 184582.72 0.003982919 11 -3.889 161723.64 0.005336519 12 -3.788 140847.91 0.007044544 13 -3.687 121846.67 0.009161835 14 -3.586 104613.91 0.011737492 15 -3.485 89046.501 0.014808199 16 -3.384 75044.164 0.018389881 17 -3.283 62509.494 0.022467943 18 -3.182 51347.945 0.026986517 19 -3.081 41467.84 0.031837534 20 -2.98 32780.363 0.036850687 21 -2.879 25199.565 0.041785689 22 -2.778 18642.36 0.046328453 23 -2.677 13028.527 0.050092894 24 -2.576 8280.7092 0.052629998 25 -2.475 4324.4153 0.053445443 26 -2.374 1088.0178 0.0548644 27 -2.273 -1497.246 0.059012917 28 -2.172 -3497.275 0.066324679 29 -2.071 -4975.103 0.077122563 30 -1.97 -5990.898 0.091567527 31 -1.869 -6601.966 0.109610469 32 -1.768 -6862.747 0.130952528 33 -1.667 -6824.816 0.155019526 34 -1.566 -6536.885 0.180955855 35 -1.465 -6044.8 0.207641942 36 -1.364 -5391.543 0.233737615 37 -1.263 -4617.231 0.257751237 38 -1.162 -3759.118 0.278131683 39 -1.061 -2851.593 0.293377366 40 -0.96 -1926.178 0.302153935 41 -0.859 -1011.533 0.303410369 42 -0.758 -133.4539 0.310338482 43 -0.657 685.12995 0.325649424 44 -0.556 1424.1525

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.349028942 45 -0.455 2066.4126

0.379643588 46 -0.354 2597.5735 0.416176692 47 -0.253 3006.163 0.456905639 48 -0.152 3283.5735 0.499814819 49 -0.051 3424.0618 0.542734784 50 0.05 3424.7494 0.583495319 51 0.151 3285.6223 0.620078589 52 0.252 3009.5309 0.650758491 53 0.353 2602.1903 0.674213921 54 0.454 2072.18 0.689606427 55 0.555 1430.9442 0.696616614 56 0.656 692.79138 0.69779534 57 0.757 -125.1052 0.706502808 58 0.858 -1002.708 0.721691322 59 0.959 -1917.114 0.742028755 60 1.06 -2842.558 0.766014575 61 1.161 -3750.408 0.79209758 62 1.262 -4609.167 0.818785055 63 1.363 -5384.476 0.844734947 64 1.464 -6039.11 0.868825249 65 1.565 -6532.979 0.890197622 66 1.666 -6823.13 0.908275107 67 1.767 -6863.743 0.922756227 68 1.868 -6606.136 0.933589599 69 1.969 -5998.762 0.940934343 70 2.07 -4987.208 0.945111995 71 2.171 -3514.197 0.946555402 72 2.272 -1519.588 0.947351452 73 2.373 1059.6234 0.949874194 74 2.474 4289.3086 0.953628969 75 2.575 8238.2022 0.95816621 76 2.676 12977.903 0.963099148 77 2.777 18582.876 0.968112962 78 2.878 25130.448 0.972966647 79 2.979 32700.813 0.977489236 80 3.08 41377.028 0.981572092 81 3.181 51245.016 0.985158886 82 3.282 62393.561 0.988234669 83 3.383 74914.317 0.990815117 84 3.484 88901.797 0.992936752 85 3.585 104453.38 0.99464859 86 3.686 121669.32 0.996005443 87 3.787 140652.71 0.997062884 88 3.888 161509.54 0.997873733 89 3.989 184348.64 0.998485863 90 4.09 209281.71 0.998941045 91 4.191 236423.32 0.999274587 92 4.292 265890.91 0.999515522 93 4.393 297804.77 0.999687145 94 4.494 332288.05 0.999807731 95 4.595 369466.79 0.999891325 96 4.696 409469.880.999948512 97 4.797 452429.07

0.999987129 98 4.898 498478.97

1 99 4.999 547757.08distribution of Z Normal distribution

1.48672E-06 0.815103798 2.45094E-06 1.222886986 3.9995E-06 1.811235912 6.46025E-06 2.647903062 1.03291E-05 3.820162012 1.63472E-05 5.437735836 2.56093E-05 7.634892443 3.97118E-05 10.57094256 6.09553E-05 14.4281521 9.26132E-05 19.40587792 0.000139285 25.70959942 0.000207351 33.53350823 0.000305546 43.0355021 0.000445674 54.30388053 0.000643469 67.31582073 0.000919619 81.88885998 0.001300942 97.62811784 0.001821704 113.8737855 0.002525035 129.6553359 0.003464389 143.6607235 0.004704958 154.230217 0.006324913 159.3850515 0.008416337 156.9003911 0.011085658 144.4297986 0.014453386 119.6842907 0.018652949 80.66309792 0.023828414 25.92573813 0.030130931 -45.11342599 0.03771375 -131.8953661 0.046725789 -232.4656096 0.057303789 -343.3011744 0.069563239 -459.2541623 0.083588399 -573.6460508 0.099421884 -678.5360973 0.117054396 -765.1711284 0.136415346 -824.6034593 0.157365126 -848.4407981 0.179689839 -829.6695398 0.203099244 -763.474105 0.227228529 -647.9631899 0.251644341 -484.7117301 0.275855243 -279.0367464 0.299326439 -39.94628082 0.321498297 220.2681117 0.341807853 486.7865215 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 743.313816 0.37471238 973.3429509 0.386376486 1161.510695 0.394360216 1294.910742 0.398423793 1364.227691 0.398443914 1364.570567 0.394419966 1295.91504 0.386474058 1163.105632 0.374844865 975.417679 0.359875719 745.7272826 0.34199778 489.3797357 0.32170943 222.8775199 0.299553264 -37.4756768 0.276092166 -276.8398012 0.25188591 -482.894127 0.227469632 -646.5956626 0.203335281 -762.5901972 0.17991684 -829.2667933 0.157579839 -848.484909 0.136615273 -825.0346802 0.117237788 -765.9120441 0.099587708 -679.4998657 0.083736272 -574.7442738 0.069693339 -460.4037068 0.05741676 -344.4294737 0.046822635 -233.5142017 0.037795734 -132.8216476 0.030199481 -45.89078025 0.023885038 25.30914448 0.018699163 80.20647975 0.014490659 119.37698 0.011115369 144.2541846 0.008439746 156.8347579 0.006343145 159.4060844 0.004718997 154.3150352 0.003475077 143.7883757 0.002533081 129.8077623 0.001827693 114.0363018 0.001305351 97.78950541 0.000922829 82.04116279 0.00064578 67.45394873 0.00044732 54.42510898 0.000306705 43.13894019 0.000208159 33.61959106 0.000139842 25.7796389 9.29928E-05 19.46169146 6.12113E-05 14.47177489 3.98826E-05 10.60441964 2.5722E-05 7.660140844 1.64209E-05 5.456464015 1.03767E-05 3.833833094 6.49066E-06 2.6577292444.01874E-06 1.818193153 2.46298E-06 1.227741312 1.49417E-06 0.818442732Absolute values

0.815103798 0.041162742 1.222886986 0.123511586 1.811235912 0.182934827 2.647903062 0.267438209 3.820162012 0.385836363 5.437735836 0.549211319 7.634892443 0.771124137 10.57094256 1.067665198 14.4281521 1.457243362 19.40587792 1.95999367 25.70959942 2.596669541 33.53350823 3.386884332 43.0355021 4.346585712 54.30388053 5.484691933 67.31582073 6.798897894 81.88885998 8.270774858 97.62811784 9.860439902 113.8737855 11.50125234 129.6553359 13.09518893 143.6607235 14.50973308 154.230217 15.57725192 159.3850515 16.09789021 156.9003911 15.8469395 144.4297986 14.58740966 119.6842907 12.08811336 80.66309792 8.14697289 25.92573813 2.618499551 45.11342599 4.556456025 131.8953661 13.32143197 232.4656096 23.47902656 343.3011744 34.67341862 459.2541623 46.3846704 573.6460508 57.93825113 678.5360973 68.53214582 765.1711284 77.28228397 824.6034593 83.28494939 848.4407981 85.69252061 829.6695398 83.79662352 763.474105 77.11088461 647.9631899 65.44428218 484.7117301 48.95588474 279.0367464 28.18271139 39.94628082 4.034574363 220.2681117 22.24707928 486.7865215 49.16543868 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 743.313816 75.07469542 973.3429509 98.30763804 1161.510695 117.3125802 1294.910742 130.785985 1364.227691 137.7869968 1364.570567 137.8216273 1295.91504 130.887419 1163.105632 117.4736688 975.417679 98.51718558 745.7272826 75.31845554 489.3797357 49.42735331 222.8775199 22.51062951 37.4756768 3.785043357 276.8398012 27.96081992 482.894127 48.77230683 646.5956626 65.30616193 762.5901972 77.02160992 829.2667933 83.75594613 848.484909 85.69697581 825.0346802 83.3285027 765.9120441 77.35711645 679.4998657 68.62948643 574.7442738 58.04917165 460.4037068 46.50077439 344.4294737 34.78737684 233.5142017 23.58493437 132.8216476 13.41498641 45.89078025 4.634968805 25.30914448 2.556223593 80.20647975 8.100854454 119.37698 12.05707498 144.2541846 14.56967265 156.8347579 15.84031054 159.4060844 16.10001452 154.3150352 15.58581856 143.7883757 14.52262594 129.8077623 13.11058399 114.0363018 11.51766648 97.78950541 9.876740046 82.04116279 8.286157441 67.45394873 6.812848821 54.42510898 5.496936007 43.13894019 4.357032959 33.61959106 3.395578698 25.7796389 2.603743529 19.46169146 1.965630837 14.47177489 1.461649264 10.60441964 1.071046383 7.660140844 0.773674225 5.456464015 0.551102866 3.833833094 0.387217143 2.657729244 0.2684306541.818193153 0.183637508 1.227741312 0.124001873 0.818442732 0.041331358Cumulative normalization

0.041162742 1.28188E-05 0.164674327 5.12823E-05 0.347609154 0.000108251 0.615047364 0.000191536 1.000883727 0.000311692 1.550095046 0.000482726 2.321219183 0.000722867 3.388884381 0.001055355 4.846127744 0.001509165 6.806121414 0.00211954 9.402790955 0.002928187 12.78967529 0.003982919 17.136261 0.005336519 22.62095293 0.007044544 29.41985083 0.009161835 37.69062568 0.011737492 47.55106559 0.014808199 59.05231792 0.018389881 72.14750685 0.022467943 86.65723993 0.026986517 102.2344918 0.031837534 118.3323821 0.036850687 134.1793216 0.041785689 148.7667312 0.046328453 160.8548446 0.050092894 169.0018175 0.052629998 171.620317 0.053445443 176.176773 0.0548644 189.498205 0.059012917 212.9772316 0.066324679 247.6506502 0.077122563 294.0353206 0.091567527 351.9735717 0.109610469 420.5057175 0.130952528 497.7880015 0.155019526 581.0729509 0.180955855 666.7654715 0.207641942 750.562095 0.233737615 827.6729796 0.257751237 893.1172618 0.278131683 942.0731466 0.293377366 970.2558579 0.302153935 974.2904323 0.303410369 996.5375116 0.310338482 1045.70295 0.325649424 

### ( )2 () ()

i 

### f a f xf b         

# 1120.777646 0.349028942 1219.085284 0.379643588 1336.397864 0.416176692 1467.183849 0.456905639 1604.970846 0.499814819 1742.792473 0.542734784 1873.679892 0.583495319 1991.153561 0.620078589 2089.670746 0.650758491 2164.989202 0.674213921 2214.416555 0.689606427 2236.927185 0.696616614 2240.712228 0.69779534 2268.673048 0.706502808 2317.445355 0.721691322 2382.751517 0.742028755 2459.773127 0.766014575 2543.529073 0.79209758 2629.226049 0.818785055 2712.554551 0.844734947 2789.911668 0.868825249 2858.541154 0.890197622 2916.590326 0.908275107 2963.0911 0.922756227 2997.878477 0.933589599 3021.463411 0.940934343 3034.878398 0.945111995 3039.513367 0.946555402 3042.06959 0.947351452 3050.170445 0.949874194 3062.22752 0.953628969 3076.797192 0.95816621 3092.637503 0.963099148 3108.737517 0.968112962 3124.323336 0.972966647 3138.845962 0.977489236 3151.956546 0.981572092 3163.474212 0.985158886 3173.350952 0.988234669 3181.63711 0.990815117 3188.449959 0.992936752 3193.946895 0.99464859 3198.303928 0.996005443 3201.699506 0.997062884 3204.30325 0.997873733 3206.268881 0.998485863 3207.73053 0.998941045 3208.801576 0.999274587 3209.575251 0.999515522 3210.126353 0.999687145 3210.513571 0.999807731 3210.782001 0.9998913253210.965639 0.999948512 3211.089641 0.999987129 3211.130972 1

162147.6899**Appendix E-6b (i): Liquid HCl Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Liquid no 2TNInvistaChattanooga EU003 - Vaporizer #2 YES Yes Liquid no 2TNInvistaChattanooga EU003 - Vaporizer #2 YES Yes Liquid no 2TNInvistaChattanooga EU003 - Vaporizer #2 YES Liquid no 2TNInvistaChattanooga EU003 - Vaporizer #2 YES Liquid no 2TNInvistaChattanooga EU003 - Vaporizer #2 YES Liquid no 2TNInvistaChattanooga EU003 - Vaporizer #2Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase I Inorganic HAP Vap #2 Hydrogen Chloride (HCl) ET Sample #18/31/2006 ICR Phase I Inorganic HAP Vap #2 Hydrogen Chloride (HCl) ET Sample #28/31/2006 ICR Phase I Inorganic HAP Vap #2 Hydrogen Chloride (HCl) ET Sample #38/31/2006 ICR Phase II - Templates HCl and HF Hydrogen Chloride (HCl) ET Sample #17/29/2009 ICR Phase II - Templates HCl and HF Hydrogen Chloride (HCl) ET Sample #27/30/2009 ICR Phase II - Templates HCl and HF Hydrogen Chloride (HCl) ET Sample #37/30/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 0.000195 -8.542510999 0 0.000209 -8.473176306 0 0.000128 -8.963480294 0 ND 0.000618 -7.389022101 1 ND 0.000619 -7.387405285 1 ND 0.000624 -7.37936019 1**Appendix E-6b (ii): Liquid HCl Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES

Number of sources with test data 1

n 6 n-1 5

Average of natural log of test run values (μ)-8.022492529

Variance of natural log of

test runs (σ2) 0.515446569

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 22.6592162

Denominator for calculation of flatness of z distribution (β2z) 1.364389692

Flatness of z distribution

(β2z) 18.60758384

Skewness of z distribution

(√β1z) 1.742121545Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990745807 0.999296106 0.996045013 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.000424428

exp (2μ + σ2) 1.80139E-07

exp (σ2) - 1 0.674386065

(σ2/n) + [σ4/(2(n - 1))] 0.112476278

Square root term 0.00073946

Confidence Level 99% 99.9% 99.5%

UPL 1.28E-03 1.48E-03 1.36E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -5.27E-02 -2.34E-01 **SE Skewness** 1.00 1.00 **Skewness Test** normal normal **Kurtosis =** -3.17E+00 -2.58E+00 **SE Kurtosis** 2.00 2.00 **Kurtosis Test** normal normal **Number of test runs =** 6 6**Appendix E-6b (ii): Liquid HCl Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Liquid 2TNInvistaChattanoogaEU003 - Vaporizer #2ICR Phase I Inorganic HAP Vap #2 N/A Liquid 2TNInvistaChattanoogaEU003 - Vaporizer #2ICR Phase II - TemplatesHCl and HFPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Hydrogen Chloride (HCl)

0.000177333-8.637479357 3 2ET /No. 2 Distillate/ Hydrogen Chloride (HCl)

0.000620333-7.38525359 3 2ET No. 2 Distillate**Appendix E-6b (iii): Liquid HCl Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 18.607584 1.7421215

9.98077E-06 -5=f(a) 279.91215 3.98447E-05 1 -4.899 254.02137 8.39448E-05 2 -4.798 229.87464 0.000148212 3 -4.697 207.39577 0.00024062 4 -4.596 186.51022 0.000371684 5 -4.495 167.14506 0.000554997 6 -4.394 149.229 0.000807757 7 -4.293 132.69237 0.001151212 8 -4.192 117.46711 0.001610941 9 -4.091 103.48679 0.002216826 10 -3.99 90.686616 0.003002595 11 -3.889 79.003406 0.004004718 12 -3.788 68.375605 0.005260513 13 -3.687 58.743284 0.006805266 14 -3.586 50.048137 0.008668246 15 -3.485 42.233482 0.010867572 16 -3.384 35.244262 0.013404008 17 -3.283 29.027041 0.016253929 18 -3.182 23.530012 0.019361929 19 -3.081 18.702989 0.022633749 20 -2.98 14.497411 0.025930463 21 -2.879 10.86634 0.029065032 22 -2.778 7.7644632 0.031802513 23 -2.677 5.1480925 0.033865155 24 -2.576 2.975163 0.034943511 25 -2.475 1.205234 0.035172691 26 -2.374 -0.200511 0.037021602 27 -2.273 -1.279264 0.040760107 28 -2.172 -2.066593 0.046579514 29 -2.071 -2.596443 0.054553844 30 -1.97 -2.901132 0.064601981 31 -1.869 -3.011358 0.076454807 32 -1.768 -2.956192 0.089631874 33 -1.667 -2.76308 0.10343209 34 -1.566 -2.457847 0.116942288 35 -1.465 -2.064691 0.129066357 36 -1.364 -1.606189 0.138575831 37 -1.263 -1.10329 0.14418066 38 -1.162 -0.575322 0.144616494 39 -1.061 -0.039987 0.15049051 40 -0.96 0.4866364 0.163591394 41 -0.859 0.9900931 0.184518677 42 -0.758 1.4575532 0.213477024 43 -0.657 1.8778105 0.250224037 44 -0.556 2.2412829

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.29405029 45 -0.455 2.5400125

0.343795924 46 -0.354 2.7676655 0.397904649 47 -0.253 2.9195323 0.454512224 48 -0.152 2.9925273 0.511562855 49 -0.051 2.9851891 0.566943886 50 0.05 2.8976806 0.618627073 51 0.151 2.7317884 0.664803903 52 0.252 2.4909238 0.704002961 53 0.353 2.1801217 0.73517919 54 0.454 1.8060414 0.757767823 55 0.555 1.3769664 0.771699413 56 0.656 0.9028042 0.777376289 57 0.757 0.3950864 0.779138067 58 0.858 -0.133031 0.787194122 59 0.959 -0.666769 0.800175245 60 1.06 -1.189722 0.816598635 61 1.161 -1.683863 0.834976742 62 1.262 -2.129539 0.853914734 63 1.363 -2.505474 0.87218963 64 1.464 -2.788768 0.888806642 65 1.565 -2.954895 0.903030943 66 1.666 -2.977706 0.914395588 67 1.767 -2.82943 0.922688427 68 1.868 -2.480668 0.927922345 69 1.969 -1.900399 0.930294017 70 2.07 -1.055979 0.930451494 71 2.171 0.0868627 0.932717104 72 2.272 1.5640195 0.936627374 73 2.373 3.4130092 0.941715715 74 2.474 5.6729737 0.947543693 75 2.575 8.3846788 0.953723429 76 2.676 11.590515 0.959931294 77 2.777 15.334496 0.965913777 78 2.878 19.662261 0.971486917 79 2.979 24.621072 0.976530905 80 3.08 30.259816 0.980981494 81 3.181 36.629003 0.984819716 82 3.282 43.780769 0.988061167 83 3.383 51.768873 0.990745807 84 3.484 60.648698 0.992928925 85 3.585 70.47725 0.994673632 86 3.686 81.313163 0.996045013 87 3.787 93.216691 0.997105891 88 3.888 106.24971 0.997914018 89 3.989 120.47573 0.99852048 90 4.09 135.95988 0.998969029 91 4.191 152.76891 0.999296106 92 4.292 170.97119 0.999531315 93 4.393 190.63673 0.999698171 94 4.494 211.83715 0.999814964 95 4.595 234.6457 0.999895643 96 4.696 259.137250.999950656 97 4.797 285.38829

0.999987691 98 4.898 313.47696

1 99 4.999 343.48299distribution of Z Normal distribution

1.48672E-06 0.000416151 2.45094E-06 0.000622591 3.9995E-06 0.000919384 6.46025E-06 0.001339828 1.03291E-05 0.00192648 1.63472E-05 0.002732362 2.56093E-05 0.003821644 3.97118E-05 0.005269448 6.09553E-05 0.007160237 9.26132E-05 0.009584241 0.000139285 0.012631283 0.000207351 0.016381411 0.000305546 0.020891886 0.000445674 0.026180349 0.000643469 0.032204431 0.000919619 0.038838716 0.001300942 0.045850746 0.001821704 0.052878673 0.002525035 0.059414094 0.003464389 0.064794428 0.004704958 0.068209701 0.006324913 0.06872865 0.008416337 0.065348342 0.011085658 0.057069996 0.014453386 0.043001181 0.018652949 0.022481168 0.023828414 -0.004777855 0.030130931 -0.038545408 0.03771375 -0.077938973 0.046725789 -0.121320831 0.057303789 -0.166245879 0.069563239 -0.209479826 0.083588399 -0.247103316 0.099421884 -0.274710612 0.117054396 -0.287701775 0.136415346 -0.281655593 0.157365126 -0.252758099 0.179689839 -0.198249987 0.203099244 -0.116847392 0.227228529 -0.009086117 0.251644341 0.122459292 0.275855243 0.273122379 0.299326439 0.436284215 0.321498297 0.603712875 0.341807853 0.766088092 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 0.91367346 0.37471238 1.037078527 0.386376486 1.12803862 0.394360216 1.180133706 0.398423793 1.189370377 0.398443914 1.154563184 0.394419966 1.077471903 0.386474058 0.962677415 0.374844865 0.817207411 0.359875719 0.649950454 0.34199778 0.470919456 0.32170943 0.290440614 0.299553264 0.118349406 0.276092166 -0.036728887 0.25188591 -0.167949647 0.227469632 -0.270625628 0.203335281 -0.34238874 0.17991684 -0.383139955 0.157579839 -0.394812229 0.136615273 -0.38098825 0.117237788 -0.346425306 0.099587708 -0.296542947 0.083736272 -0.236925903 0.069693339 -0.172886031 0.05741676 -0.109114782 0.046822635 -0.049443726 0.037795734 0.003283039 0.030199481 0.047232579 0.023885038 0.081519856 0.018699163 0.106079857 0.014490659 0.121499523 0.011115369 0.12883285 0.008439746 0.129419256 0.006343145 0.124720577 0.004718997 0.116186761 0.003475077 0.105155201 0.002533081 0.092784222 0.001827693 0.080017824 0.001305351 0.067576569 0.000922829 0.055968381 0.00064578 0.045512828 0.00044732 0.036372997 0.000306705 0.028590058 0.000208159 0.022116786 0.000139842 0.016847539 9.29928E-05 0.01264329 6.12113E-05 0.009351181 3.98826E-05 0.006818775 2.5722E-05 0.004903562 1.64209E-05 0.003478554 1.03767E-05 0.00243484 6.49066E-06 0.0016819714.01874E-06 0.0011469 2.46298E-06 0.000772086 1.49417E-06 0.000513222Absolute values

0.000416151 2.10156E-05 0.000622591 6.28817E-05 0.000919384 9.28578E-05 0.001339828 0.000135323 0.00192648 0.000194575 0.002732362 0.000275969 0.003821644 0.000385986 0.005269448 0.000532214 0.007160237 0.000723184 0.009584241 0.000968008 0.012631283 0.00127576 0.016381411 0.001654522 0.020891886 0.00211008 0.026180349 0.002644215 0.032204431 0.003252647 0.038838716 0.00392271 0.045850746 0.004630925 0.052878673 0.005340746 0.059414094 0.006000824 0.064794428 0.006544237 0.068209701 0.00688918 0.06872865 0.006941594 0.065348342 0.006600183 0.057069996 0.00576407 0.043001181 0.004343119 0.022481168 0.002270598 0.004777855 0.000482563 0.038545408 0.003893086 0.077938973 0.007871836 0.121320831 0.012253404 0.166245879 0.016790834 0.209479826 0.021157462 0.247103316 0.024957435 0.274710612 0.027745772 0.287701775 0.029057879 0.281655593 0.028447215 0.252758099 0.025528568 0.198249987 0.020023249 0.116847392 0.011801587 0.009086117 0.000917698 0.122459292 0.012368388 0.273122379 0.02758536 0.436284215 0.044064706 0.603712875 0.060975 0.766088092 0.077374897 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 0.91367346 0.092281019 1.037078527 0.104744931 1.12803862 0.113931901 1.180133706 0.119193504 1.189370377 0.120126408 1.154563184 0.116610882 1.077471903 0.108824662 0.962677415 0.097230419 0.817207411 0.082537949 0.649950454 0.065644996 0.470919456 0.047562865 0.290440614 0.029334502 0.118349406 0.01195329 0.036728887 0.003709618 0.167949647 0.016962914 0.270625628 0.027333188 0.34238874 0.034581263 0.383139955 0.038697135 0.394812229 0.039876035 0.38098825 0.038479813 0.346425306 0.034988956 0.296542947 0.029950838 0.236925903 0.023929516 0.172886031 0.017461489 0.109114782 0.011020593 0.049443726 0.004993816 0.003283039 0.000331587 0.047232579 0.00477049 0.081519856 0.008233505 0.106079857 0.010714066 0.121499523 0.012271452 0.12883285 0.013012118 0.129419256 0.013071345 0.124720577 0.012596778 0.116186761 0.011734863 0.105155201 0.010620675 0.092784222 0.009371206 0.080017824 0.0080818 0.067576569 0.006825233 0.055968381 0.005652806 0.045512828 0.004596796 0.036372997 0.003673673 0.028590058 0.002887596 0.022116786 0.002233795 0.016847539 0.001701601 0.01264329 0.001276972 0.009351181 0.000944469 0.006818775 0.000688696 0.004903562 0.00049526 0.003478554 0.000351334 0.00243484 0.000245919 0.001681971 0.0001698790.0011469 0.000115837 0.000772086 7.79807E-05 0.000513222 2.59177E-05Cumulative normalization

2.10156E-05 9.98077E-06 8.38973E-05 3.98447E-05 0.000176755 8.39448E-05 0.000312078 0.000148212 0.000506652 0.00024062 0.000782621 0.000371684 0.001168607 0.000554997 0.001700821 0.000807757 0.002424005 0.001151212 0.003392014 0.001610941 0.004667773 0.002216826 0.006322296 0.003002595 0.008432376 0.004004718 0.011076591 0.005260513 0.014329239 0.006805266 0.018251949 0.008668246 0.022882874 0.010867572 0.02822362 0.013404008 0.034224444 0.016253929 0.040768681 0.019361929 0.047657861 0.022633749 0.054599455 0.025930463 0.061199637 0.029065032 0.066963707 0.031802513 0.071306826 0.033865155 0.073577424 0.034943511 0.074059987 0.035172691 0.077953074 0.037021602 0.08582491 0.040760107 0.098078314 0.046579514 0.114869148 0.054553844 0.13602661 0.064601981 0.160984045 0.076454807 0.188729817 0.089631874 0.217787696 0.10343209 0.246234911 0.116942288 0.271763479 0.129066357 0.291786728 0.138575831 0.303588314 0.14418066 0.304506012 0.144616494 0.3168744 0.15049051 0.344459761 0.163591394 0.388524466 0.184518677 0.449499467 0.213477024 0.526874364 0.250224037 

### ( )2 () ()

i 

### f a f xf b         

# 0.619155383 0.29405029 0.723900315 0.343795924 0.837832215 0.397904649 0.95702572 0.454512224 1.077152128 0.511562855 1.193763009 0.566943886 1.302587671 0.618627073 1.39981809 0.664803903 1.482356039 0.704002961 1.548001035 0.73517919 1.5955639 0.757767823 1.624898402 0.771699413 1.636851692 0.777376289 1.640561309 0.779138067 1.657524224 0.787194122 1.684857412 0.800175245 1.719438675 0.816598635 1.75813581 0.834976742 1.798011846 0.853914734 1.836491659 0.87218963 1.871480615 0.888806642 1.901431452 0.903030943 1.925360969 0.914395588 1.942822458 0.922688427 1.953843051 0.927922345 1.958836867 0.930294017 1.959168454 0.930451494 1.963938944 0.932717104 1.97217245 0.936627374 1.982886515 0.941715715 1.995157967 0.947543693 2.008170085 0.953723429 2.02124143 0.959931294 2.033838208 0.965913777 2.045573071 0.971486917 2.056193746 0.976530905 2.065564953 0.980981494 2.073646753 0.984819716 2.080471986 0.988061167 2.086124793 0.990745807 2.090721588 0.992928925 2.094395261 0.994673632 2.097282857 0.996045013 2.099516652 0.997105891 2.101218254 0.997914018 2.102495226 0.99852048 2.103439695 0.998969029 2.104128392 0.999296106 2.104623651 0.999531315 2.104974985 0.999698171 2.105220904 0.999814964 2.105390783 0.9998956432.10550662 0.999950656 2.105584601 0.999987691 2.105610519 1

104.69544**Appendix E-6c (i): Heavy Liquid Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Heavy Liquid no 2MNGPDuluth EU33 Boiler #3 YES Yes Heavy Liquid no 2MNGPDuluth EU33 Boiler #3 YES Yes Heavy Liquid no 2MNGPDuluth EU33 Boiler #3Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 1 9/10/2009 ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 2 9/10/2009 ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 3 9/10/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" ADL 0.011530479 -4.462761383 0 ADL 0.011104417 -4.500412337 0 ADL 0.010416835 -4.564331998 0**Appendix E-6c (ii): Heavy Liquid Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-4.509168572

Variance of natural log of

test runs (σ2) 0.002636651

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.042346748

Denominator for calculation of flatness of z distribution (β2z) 2.09109E-05

Flatness of z distribution

(β2z) 145493.2115

Skewness of z distribution

(√β1z) 0.089074897Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815034 0.999274577 0.996005398 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.01102213

exp (2μ + σ2) 0.000121487

exp (σ2) - 1 0.00264013

(σ2/n) + [σ4/(2(n - 1))] 0.000880622

Square root term 0.001387475

Confidence Level 99% 99.9% 99.5%

UPL 1.26E-02 1.30E-02 1.28E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -6.81E-01 -7.45E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6c (ii): Heavy Liquid Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Heavy Liquid2MNGPDuluth EU33 Boiler #3 ICR Phase II - ERT ERTPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.011017244-4.508293615 3 2ET No. 6 Residual oil**Appendix E-6c (iii): Heavy Liquid Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 145493.21 0.0890749

1.28191E-05 -5=f(a) 2897679.4 5.12835E-05 1 -4.899 2637060.7 0.000108254 2 -4.798 2393511.1 0.00019154 3 -4.697 2166303.8 0.000311699 4 -4.596 1954727.2 0.000482737 5 -4.495 1758084.7 0.000722883 6 -4.394 1575695 0.001055379 7 -4.293 1406891.8 0.001509199 8 -4.192 1251024.1 0.002119588 9 -4.091 1107456 0.002928252 10 -3.99 975566.56 0.003983007 11 -3.889 854750.2 0.005336635 12 -3.788 744416.37 0.007044694 13 -3.687 643989.68 0.009162026 14 -3.586 552909.89 0.011737732 15 -3.485 470631.9 0.014808492 16 -3.384 396625.74 0.018390231 17 -3.283 330376.57 0.022468347 18 -3.182 271384.72 0.026986969 19 -3.081 219165.63 0.031838018 20 -2.98 173249.9 0.036851173 21 -2.879 133183.26 0.041786131 22 -2.778 98526.585 0.046328783 23 -2.677 68855.879 0.050093017 24 -2.576 43762.299 0.052629787 25 -2.475 22852.133 0.053444734 26 -2.374 5746.8144 0.054864396 27 -2.273 -7917.087 0.059013873 28 -2.172 -18487.86 0.066326899 29 -2.071 -26298.66 0.077126405 30 -1.97 -31667.49 0.0915734 31 -1.869 -34897.22 0.109618834 32 -1.768 -36275.58 0.13096389 33 -1.667 -36075.17 0.155034432 34 -1.566 -34553.43 0.18097488 35 -1.465 -31952.68 0.207665682 36 -1.364 -28500.09 0.233766674 37 -1.263 -24407.68 0.257786212 38 -1.162 -19872.36 0.278173155 39 -1.061 -15075.87 0.293425882 40 -0.96 -10184.82 0.302210001 41 -0.859 -5350.693 0.303474438 42 -0.758 -709.8149 0.310394156 43 -0.657 3616.6196 0.325696377 44 -0.556 7522.5574

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.349066918 45 -0.455 10917.085

0.3796724 46 -0.354 13724.428 0.416196223 47 -0.253 15883.954 0.456915841 48 -0.152 17350.168 0.499815705 49 -0.051 18092.715 0.542726429 50 0.05 18096.381 0.583477856 51 0.151 17361.091 0.620052201 52 0.252 15901.91 0.650723413 53 0.353 13749.042 0.674170432 54 0.454 10947.833 0.689554852 55 0.555 7558.7663 0.696557317 56 0.656 3657.4657 0.697743363 57 0.757 -665.3048 0.706457717 58 0.858 -5303.642 0.721652654 59 0.959 -10136.5 0.741996025 60 1.06 -15027.7 0.765987281 61 1.161 -19825.92 0.792075212 62 1.262 -24364.69 0.818767102 63 1.363 -28462.41 0.844720905 64 1.464 -31922.35 0.86881463 65 1.565 -34532.61 0.890189959 66 1.666 -36066.18 0.908269963 67 1.767 -36280.89 0.922753199 68 1.868 -34919.45 0.93358832 69 1.969 -31709.41 0.940934487 70 2.07 -26363.19 0.945113276 71 2.171 -18578.08 0.946557575 72 2.272 -8036.202 0.94735294 73 2.373 5595.4327 0.949875167 74 2.474 22664.966 0.953629566 75 2.575 43535.677 0.958166539 76 2.676 68585.986 0.963099294 77 2.777 98209.452 0.96811299 78 2.878 132814.77 0.972966603 79 2.979 172825.79 0.977489153 80 3.08 218681.48 0.981571992 81 3.181 270835.96 0.985158785 82 3.282 329758.49 0.988234574 83 3.383 395933.47 0.990815034 84 3.484 469860.43 0.992936682 85 3.585 552054.05 0.994648533 86 3.686 643044.16 0.996005398 87 3.787 743375.69 0.997062848 88 3.888 853608.77 0.997873706 89 3.989 974318.6 0.998485844 90 4.09 1106095.6 0.998941031 91 4.191 1249545.2 0.999274577 92 4.292 1405288.2 0.999515515 93 4.393 1573960.3 0.99968714 94 4.494 1756212.4 0.999807728 95 4.595 1952710.6 0.999891323 96 4.696 2164136.20.999948512 97 4.797 2391185.5

0.999987129 98 4.898 2634570

1 99 4.999 2895016.2distribution of Z Normal distribution

1.48672E-06 4.30803653 2.45094E-06 6.463276987 3.9995E-06 9.572854206 6.46025E-06 13.99485745 1.03291E-05 20.19054975 1.63472E-05 28.7398452 2.56093E-05 40.35238301 3.97118E-05 55.8701591 6.09553E-05 76.25649189 9.26132E-05 102.5650271 0.000139285 135.881766 0.000207351 177.2330453 0.000305546 227.4533711 0.000445674 287.0093936 0.000643469 355.7804375 0.000919619 432.8020689 0.001300942 515.9871445 0.001821704 601.8482723 0.002525035 685.2557916 0.003464389 759.274977 0.004704958 815.1334337 0.006324913 842.372523 0.008416337 829.2329801 0.011085658 763.3127656 0.014453386 632.5134156 0.018652949 426.2596723 0.023828414 136.937474 0.030130931 -238.5492141 0.03771375 -697.2465938 0.046725789 -1228.825569 0.057303789 -1814.667003 0.069563239 -2427.563544 0.083588399 -3032.217922 0.099421884 -3586.661476 0.117054396 -4044.631346 0.136415346 -4358.836286 0.157365126 -4484.920061 0.179689839 -4385.812752 0.203099244 -4036.061165 0.227228529 -3425.667279 0.251644341 -2562.95271 0.275855243 -1476.016709 0.299326439 -212.4663672 0.321498297 1162.737051 0.341807853 2571.269187 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 3927.008534 0.37471238 5142.713237 0.386376486 6137.186342 0.394360216 6842.215847 0.398423793 7208.568022 0.398443914 7210.392764 0.394419966 6847.560839 0.386474058 6145.675613 0.374844865 5153.757963 0.359875719 3939.859355 0.34199778 2585.081303 0.32170943 1176.641211 0.299553264 -199.2942283 0.276092166 -1464.293939 0.25188591 -2553.241971 0.227469632 -3418.345813 0.203335281 -4031.308823 0.17991684 -4383.618203 0.157579839 -4485.102771 0.136615273 -4361.080411 0.117237788 -4048.526943 0.099587708 -3591.748198 0.083736272 -3038.026782 0.069693339 -2433.653127 0.05741676 -1820.651642 0.046822635 -1234.394179 0.037795734 -702.1720526 0.030199481 -242.6891165 0.023885038 133.6471234 0.018699163 423.8158797 0.014490659 630.8606569 0.011115369 762.3585449 0.008439746 828.8628586 0.006343145 842.4634075 0.004718997 815.5643623 0.003475077 759.9350648 0.002533081 686.0493565 0.001827693 602.6974243 0.001305351 516.832291 0.000922829 433.6008621 0.00064578 356.5056934 0.00044732 287.646455 0.000306705 227.9973048 0.000208159 177.6859585 0.000139842 136.2504322 9.29928E-05 102.8589212 6.12113E-05 76.48626619 3.98826E-05 56.04654068 2.5722E-05 40.48544124 1.64209E-05 28.83856245 1.03767E-05 20.26262392 6.49066E-06 14.046669644.01874E-06 9.609544173 2.46298E-06 6.488880287 1.49417E-06 4.325649238Absolute values

4.30803653 0.217555845 6.463276987 0.652790976 9.572854206 0.966858275 13.99485745 1.413480602 20.19054975 2.039245525 28.7398452 2.902724365 40.35238301 4.075590684 55.8701591 5.642886069 76.25649189 7.701905681 102.5650271 10.35906774 135.881766 13.72405836 177.2330453 17.90053757 227.4533711 22.97279048 287.0093936 28.98794875 355.7804375 35.93382419 432.8020689 43.71300896 515.9871445 52.1147016 601.8482723 60.7866755 685.2557916 69.21083495 759.274977 76.68677268 815.1334337 82.32847681 842.372523 85.07962482 829.2329801 83.75253099 763.3127656 77.09458933 632.5134156 63.88385497 426.2596723 43.0522269 136.937474 13.83068487 238.5492141 24.09347062 697.2465938 70.42190598 1228.825569 124.1113824 1814.667003 183.2813673 2427.563544 245.1839179 3032.217922 306.2540101 3586.661476 362.2528091 4044.631346 408.5077659 4358.836286 440.2424648 4484.920061 452.9769261 4385.812752 442.9670879 4036.061165 407.6421777 3425.667279 345.9923951 2562.95271 258.8582238 1476.016709 149.0776876 212.4663672 21.45910309 1162.737051 117.4364421 2571.269187 259.6981879 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 3927.008534 396.6278619 5142.713237 519.4140369 6137.186342 619.8558205 6842.215847 691.0638005 7208.568022 728.0653703 7210.392764 728.2496691 6847.560839 691.6036447 6145.675613 620.713237 5153.757963 520.5295543 3939.859355 397.9257948 2585.081303 261.0932116 1176.641211 118.8407623 199.2942283 20.12871705 1464.293939 147.8936878 2553.241971 257.8774391 3418.345813 345.2529271 4031.308823 407.1621911 4383.618203 442.7454385 4485.102771 452.9953798 4361.080411 440.4691215 4048.526943 408.9012212 3591.748198 362.766568 3038.026782 306.840705 2433.653127 245.7989658 1820.651642 183.8858158 1234.394179 124.6738121 702.1720526 70.91937731 242.6891165 24.51160076 133.6471234 13.49835946 423.8158797 42.80540385 630.8606569 63.71692634 762.3585449 76.99821303 828.8628586 83.71514872 842.4634075 85.08880416 815.5643623 82.37200059 759.9350648 76.75344155 686.0493565 69.29098501 602.6974243 60.87243986 516.832291 52.20006139 433.6008621 43.79368708 356.5056934 36.00707503 287.646455 29.05229196 227.9973048 23.02772778 177.6859585 17.94628181 136.2504322 13.76129365 102.8589212 10.38875104 76.48626619 7.725112886 56.04654068 5.660700608 40.48544124 4.089029566 28.83856245 2.912694808 20.26262392 2.046525015 14.04666964 1.4187136349.609544173 0.970563962 6.488880287 0.655376909 4.325649238 0.218445287Cumulative normalization

0.217555845 1.28191E-05 0.87034682 5.12835E-05 1.837205095 0.000108254 3.250685697 0.00019154 5.289931222 0.000311699 8.192655587 0.000482737 12.26824627 0.000722883 17.91113234 0.001055379 25.61303802 0.001509199 35.97210576 0.002119588 49.69616412 0.002928252 67.5967017 0.003983007 90.56949218 0.005336635 119.5574409 0.007044694 155.4912651 0.009162026 199.2042741 0.011737732 251.3189757 0.014808492 312.1056512 0.018390231 381.3164861 0.022468347 458.0032588 0.026986969 540.3317356 0.031838018 625.4113604 0.036851173 709.1638914 0.041786131 786.2584808 0.046328783 850.1423357 0.050093017 893.1945626 0.052629787 907.0252475 0.053444734 931.1187181 0.054864396 1001.540624 0.059013873 1125.652007 0.066326899 1308.933374 0.077126405 1554.117292 0.0915734 1860.371302 0.109618834 2222.624111 0.13096389 2631.131877 0.155034432 3071.374342 0.18097488 3524.351268 0.207665682 3967.318356 0.233766674 4374.960533 0.257786212 4720.952929 0.278173155 4979.811152 0.293425882 5128.88884 0.302210001 5150.347943 0.303474438 5267.784385 0.310394156 5527.482573 0.325696377 

### ( )2 () ()

i 

### f a f xf b         

# 5924.110435 0.349066918 6443.524472 0.3796724 7063.380293 0.416196223 7754.444093 0.456915841 8482.509463 0.499815705 9210.759132 0.542726429 9902.362777 0.583477856 10523.07601 0.620052201 11043.60557 0.650723413 11441.53136 0.674170432 11702.62457 0.689554852 11821.46534 0.696557317 11841.59405 0.697743363 11989.48774 0.706457717 12247.36518 0.721652654 12592.61811 0.741996025 12999.7803 0.765987281 13442.52574 0.792075212 13895.52112 0.818767102 14335.99024 0.844720905 14744.89146 0.86881463 15107.65803 0.890189959 15414.49873 0.908269963 15660.2977 0.922753199 15844.18352 0.93358832 15968.85733 0.940934487 16039.7767 0.945113276 16064.28831 0.946557575 16077.78666 0.94735294 16120.59207 0.949875167 16184.30899 0.953629566 16261.30721 0.958166539 16345.02236 0.963099294 16430.11116 0.96811299 16512.48316 0.972966603 16589.2366 0.977489153 16658.52759 0.981571992 16719.40003 0.985158785 16771.60009 0.988234574 16815.39378 0.990815034 16851.40085 0.992936682 16880.45314 0.994648533 16903.48087 0.996005398 16921.42715 0.997062848 16935.18845 0.997873706 16945.5772 0.998485844 16953.30231 0.998941031 16958.96301 0.999274577 16963.05204 0.999515515 16965.96474 0.99968714 16968.01126 0.999807728 16969.42997 0.99989132316970.40054 0.999948512 16971.05591 0.999987129 16971.27436 1

856974.0511**Appendix E-6d (i): Heavy Liquid CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID NO Yes Heavy Liquid N/A no 4NJVinelandMuniElectric-HowardDown NO Yes Heavy Liquid N/A no 4NJVinelandMuniElectric-HowardDown NO Yes Heavy Liquid N/A no 4NJVinelandMuniElectric-HowardDownUnitID Data Source Source Tab Pollutant Data TypeRun Number Unit 9 ICR Phase II - ERT ERT CO ET 1 Unit 9 ICR Phase II - ERT ERT CO ET 2 Unit 9 ICR Phase II - ERT ERT CO ET 3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 7/21/2009 10.31291371 2.333396868 0 7/22/2009 11.25587185 2.420889935 0 7/22/2009 10.31715471 2.333808016 0**Appendix E-6d (ii): Heavy Liquid CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? Combustor

Design YES Yes N/A

Number of sources with test data 1

n 3Step 4 n-1 2

Average of natural log of test run values (μ) 2.362698273

Variance of natural log of

test runs (σ2) 0.002539744

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.040784656

Denominator for calculation of flatness of z distribution (β2z) 1.94001E-05

Flatness of z distribution

(β2z) 156742.4753

Skewness of z distribution

(√β1z) 0.087417708Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815032 0.9992745770.9960054 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 10.63306138

exp (2μ + σ2) 113.0619943

exp (σ2) - 1 0.002542972

(σ2/n) + [σ4/(2(n - 1))] 0.000848194

Square root term 1.31

Confidence Level 99% 99.9% 99.5%

UPL 1.22E+01 1.25E+01 1.23E+01

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.73E+00 1.73E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6d (ii): Heavy Liquid CO Test Averages and Calculation of UPL**

Fuel CategoryRank FacilityID UnitID Data Source Source Tab Pollutant Heavy Liquid4NJVinelandMuniElectric-HowardDown Unit 9 ICR Phase II - ERT ERT COTest AverageTest Average - Rounded ln (Test

Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel 10.62864676 112.36355288 3 2ET No. 6 Residual oil**Appendix E-6d (iii): Heavy Liquid CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 156742.48 0.0874177

1.28191E-05 -5=f(a) 3121727.3 5.12835E-05 1 -4.899 2840957.6 0.000108254 2 -4.798 2578576.8 0.000191541 3 -4.697 2333801.9 0.000311699 4 -4.596 2105866.2 0.000482737 5 -4.495 1894019.4 0.000722883 6 -4.394 1697527.3 0.00105538 7 -4.293 1515672.3 0.0015092 8 -4.192 1347753 0.002119589 9 -4.091 1193084.2 0.002928253 10 -3.99 1050997.1 0.003983008 11 -3.889 920839.24 0.005336637 12 -3.788 801974.42 0.007044697 13 -3.687 693782.77 0.009162029 14 -3.586 595660.71 0.011737736 15 -3.485 507021 0.014808496 16 -3.384 427292.69 0.018390236 17 -3.283 355921.16 0.022468353 18 -3.182 292368.07 0.026986976 19 -3.081 236111.41 0.031838025 20 -2.98 186645.49 0.036851179 21 -2.879 143480.9 0.041786137 22 -2.778 106144.57 0.046328786 23 -2.677 74179.736 0.050093017 24 -2.576 47145.924 0.052629781 25 -2.475 24618.988 0.053444719 26 -2.374 6191.0881 0.054864393 27 -2.273 -8529.305 0.059013886 28 -2.172 -19917.41 0.066326935 29 -2.071 -28332.14 0.077126467 30 -1.97 -34116.08 0.091573497 31 -1.869 -37595.54 0.109618972 32 -1.768 -39080.48 0.130964079 33 -1.667 -38864.57 0.15503468 34 -1.566 -37225.17 0.180975196 35 -1.465 -34423.33 0.207666077 36 -1.364 -30703.79 0.233767157 37 -1.263 -26294.96 0.257786793 38 -1.162 -21408.96 0.278173843 39 -1.061 -16241.61 0.293426688 40 -0.96 -10972.39 0.302210931 41 -0.859 -5764.487 0.303475501 42 -0.758 -764.7775 0.31039508 43 -0.657 3896.176 0.325697156 44 -0.556 8104.12

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



##  

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.349067548 45 -0.455 11761.112

0.379672878 46 -0.354 14785.519 0.416196546 47 -0.253 17112.019 0.456916008 48 -0.152 18691.6 0.499815716 49 -0.051 19491.561 0.542726285 50 0.05 19495.511 0.583477559 51 0.151 18703.369 0.620051754 52 0.252 17131.365 0.650722819 53 0.353 14812.039 0.674169696 54 0.454 11794.241 0.689553979 55 0.555 8143.1329 0.696556314 56 0.656 3940.1851 0.697742484 57 0.757 -716.8207 0.706456955 58 0.858 -5713.792 0.721652 59 0.959 -10920.33 0.741995472 60 1.06 -16189.71 0.76598682 61 1.161 -21358.93 0.792074835 62 1.262 -26248.64 0.818766799 63 1.363 -30663.2 0.844720668 64 1.464 -34390.65 0.868814451 65 1.565 -37202.74 0.890189829 66 1.666 -38854.88 0.908269875 67 1.767 -39086.2 0.922753146 68 1.868 -37619.49 0.933588296 69 1.969 -34161.25 0.940934487 70 2.07 -28401.67 0.945113295 71 2.171 -20014.61 0.946557609 72 2.272 -8657.643 0.947352963 73 2.373 6027.9838 0.949875181 74 2.474 24417.326 0.953629574 75 2.575 46901.753 0.958166542 76 2.676 73888.943 0.963099295 77 2.777 105802.88 0.968112989 78 2.878 143083.88 0.972966601 79 2.979 186188.53 0.977489151 80 3.08 235589.77 0.98157199 81 3.181 291776.81 0.985158783 82 3.282 355255.21 0.988234572 83 3.383 426546.82 0.990815032 84 3.484 506189.79 0.992936681 85 3.585 594738.6 0.994648532 86 3.686 692764.02 0.996005397 87 3.787 800853.16 0.997062848 88 3.888 919609.42 0.997873706 89 3.989 1049652.5 0.998485843 90 4.09 1191618.4 0.998941031 91 4.191 1346159.6 0.999274577 92 4.292 1513944.5 0.999515515 93 4.393 1695658.3 0.99968714 94 4.494 1892002.1 0.999807728 95 4.595 2103693.5 0.999891323 96 4.696 2331466.40.999948512 97 4.797 2576071.1

0.999987129 98 4.898 2838274

1 99 4.999 3118857.9distribution of Z Normal distribution

1.48672E-06 4.641132868 2.45094E-06 6.963015987 3.9995E-06 10.31302494 6.46025E-06 15.07693637 1.03291E-05 21.75167803 1.63472E-05 30.9620028 2.56093E-05 43.472419 3.97118E-05 60.19002539 6.09553E-05 82.15262384 9.26132E-05 110.4953275 0.000139285 146.3881069 0.000207351 190.9366544 0.000305546 245.0399993 0.000445674 309.2008727 0.000643469 383.2892675 0.000919619 466.2661786 0.001300942 555.8830836 0.001821704 648.3829435 0.002525035 738.2394706 0.003464389 817.9817439 0.004704958 878.1590842 0.006324913 907.504187 0.008416337 893.3485565 0.011085658 822.3312214 0.014453386 681.4182572 0.018652949 459.2167183 0.023828414 147.5238124 0.030130931 -256.9958933 0.03771375 -751.1602278 0.046725789 -1323.841465 0.057303789 -1954.980854 0.069563239 -2615.267388 0.083588399 -3266.674629 0.099421884 -3863.988912 0.117054396 -4357.370343 0.136415346 -4695.87112 0.157365126 -4831.705384 0.179689839 -4724.936956 0.203099244 -4348.144582 0.227228529 -3690.55716 0.251644341 -2761.139694 0.275855243 -1590.164015 0.299326439 -228.9181368 0.321498297 1252.613935 0.341807853 2770.05187 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z  

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 4230.615309 0.37471238 5540.316919 0.386376486 6611.681648 0.394360216 7371.223382 0.398423793 7765.901662 0.398443914 7767.867662 0.394419966 7376.982149 0.386474058 6620.828117 0.374844865 5552.216696 0.359875719 4244.46104 0.34199778 2784.933376 0.32170943 1267.59469 0.299553264 -214.7259818 0.276092166 -1577.533334 0.25188591 -2750.676711 0.227469632 -3682.668332 0.203335281 -4343.023698 0.17991684 -4722.571835 0.157579839 -4831.90154 0.136615273 -4698.288289 0.117237788 -4361.566873 0.099587708 -3869.468846 0.083736272 -3272.932692 0.069693339 -2621.828009 0.05741676 -1961.428515 0.046822635 -1329.841001 0.037795734 -756.4669285 0.030199481 -261.4563197 0.023885038 143.9786237 0.018699163 456.5835576 0.014490659 679.6373191 0.011115369 821.3028659 0.008439746 892.9495011 0.006343145 907.6018228 0.004718997 878.623096 0.003475077 818.6926712 0.002533081 739.0942299 0.001827693 649.2976187 0.001305351 556.7934701 0.000922829 467.1266505 0.00064578 384.0705349 0.00044732 309.8871418 0.000306705 245.6259523 0.000208159 191.4245587 0.000139842 146.7852577 9.29928E-05 110.8119306 6.12113E-05 82.40015358 3.98826E-05 60.38003722 2.5722E-05 43.61576001 1.64209E-05 31.06834923 1.03767E-05 21.82932249 6.49066E-06 15.132753014.01874E-06 10.35255067 2.46298E-06 6.990598207 1.49417E-06 4.660106919Absolute values

4.641132868 0.23437721 6.963015987 0.703264615 10.31302494 1.041615519 15.07693637 1.522770573 21.75167803 2.196919481 30.9620028 3.127162283 43.472419 4.390714319 60.19002539 6.079192564 82.15262384 8.297415008 110.4953275 11.16002808 146.3881069 14.7851988 190.9366544 19.28460209 245.0399993 24.74903993 309.2008727 31.22928814 383.2892675 38.71221602 466.2661786 47.09288404 555.8830836 56.14419144 648.3829435 65.4866773 738.2394706 74.56218653 817.9817439 82.61615614 878.1590842 88.69406751 907.504187 91.65792289 893.3485565 90.2282042 822.3312214 83.05545336 681.4182572 68.82324398 459.2167183 46.38088855 147.5238124 14.89990505 256.9958933 25.95658522 751.1602278 75.867183 1323.841465 133.7079879 1954.980854 197.4530663 2615.267388 264.1420062 3266.674629 329.9341376 3863.988912 390.2628801 4357.370343 440.0944046 4695.87112 474.2829831 4831.705384 488.0022438 4724.936956 477.2186326 4348.144582 439.1626028 3690.55716 372.7462732 2761.139694 278.8751091 1590.164015 160.6065655 228.9181368 23.12073182 1252.613935 126.5140074 2770.05187 279.7752388 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

#   

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 4230.615309 427.2921462 5540.316919 559.5720089 6611.681648 667.7798465 7371.223382 744.4935615 7765.901662 784.3560678 7767.867662 784.5546338 7376.982149 745.075197 6620.828117 668.7036398 5552.216696 560.7738863 4244.46104 428.6905651 2784.933376 281.2782709 1267.59469 128.0270637 214.7259818 21.68732416 1577.533334 159.3308667 2750.676711 277.8183478 3682.668332 371.9495015 4343.023698 438.6453935 4722.571835 476.9797553 4831.90154 488.0220555 4698.288289 474.5271172 4361.566873 440.5182542 3869.468846 390.8163534 3272.932692 330.5662019 2621.828009 264.8046289 1961.428515 198.1042801 1329.841001 134.3139411 756.4669285 76.40315978 261.4563197 26.40708829 143.9786237 14.54184099 456.5835576 46.11493932 679.6373191 68.64336923 821.3028659 82.95158946 892.9495011 90.18789961 907.6018228 91.6677841 878.623096 88.7409327 818.6926712 82.68795979 739.0942299 74.64851722 649.2976187 65.57905949 556.7934701 56.23614048 467.1266505 47.1797917 384.0705349 38.79112402 309.8871418 31.29860132 245.6259523 24.80822118 191.4245587 19.33388043 146.7852577 14.82531103 110.8119306 11.19200499 82.40015358 8.322415512 60.38003722 6.098383759 43.61576001 4.405191761 31.06834923 3.137903273 21.82932249 2.204761572 15.13275301 1.52840805410.35255067 1.045607618 6.990598207 0.706050419 4.660106919 0.235335399Cumulative normalization

0.23437721 1.28191E-05 0.937641825 5.12835E-05 1.979257344 0.000108254 3.502027917 0.000191541 5.698947398 0.000311699 8.826109681 0.000482737 13.216824 0.000722883 19.29601656 0.00105538 27.59343157 0.0015092 38.75345965 0.002119589 53.53865845 0.002928253 72.82326054 0.003983008 97.57230047 0.005336637 128.8015886 0.007044697 167.5138046 0.009162029 214.6066887 0.011737736 270.7508801 0.014808496 336.2375574 0.018390236 410.7997439 0.022468353 493.4159001 0.026986976 582.1099676 0.031838025 673.7678905 0.036851179 763.9960947 0.041786137 847.051548 0.046328786 915.874792 0.050093017 962.2556805 0.052629781 977.1555856 0.053444719 1003.112171 0.054864393 1078.979354 0.059013886 1212.687342 0.066326935 1410.140408 0.077126467 1674.282414 0.091573497 2004.216552 0.109618972 2394.479432 0.130964079 2834.573837 0.15503468 3308.85682 0.180975196 3796.859063 0.207666077 4274.077696 0.233767157 4713.240299 0.257786793 5085.986572 0.278173843 5364.861681 0.293426688 5525.468247 0.302210931 5548.588978 0.303475501 5675.102986 0.31039508 5954.878225 0.325697156 

### ( )2 () ()

i 

### f a f xf b         

#  ( )2 () ()

i 

### f a f xf b         

# 6382.170371 0.349067548 6941.74238 0.379672878 7609.522226 0.416196546 8354.015788 0.456916008 9138.371856 0.499815716 9922.926489 0.542726285 10668.00169 0.583477559 11336.70533 0.620051754 11897.47921 0.650722819 12326.16978 0.674169696 12607.44805 0.689553979 12735.47511 0.696556314 12757.16244 0.697742484 12916.4933 0.706456955 13194.31165 0.721652 13566.26115 0.741995472 14004.90655 0.76598682 14481.8863 0.792074835 14969.90836 0.818766799 15444.43547 0.844720668 15884.95373 0.868814451 16275.77008 0.890189829 16606.33628 0.908269875 16871.14091 0.922753146 17069.24519 0.933588296 17203.55913 0.940934487 17279.96229 0.945113295 17306.36938 0.946557609 17320.91122 0.947352963 17367.02616 0.949875181 17435.66953 0.953629574 17518.62112 0.958166542 17608.80902 0.963099295 17700.4768 0.968112989 17789.21774 0.972966601 17871.9057 0.977489151 17946.55421 0.98157199 18012.13327 0.985158783 18068.36941 0.988234572 18115.54921 0.990815032 18154.34033 0.992936681 18185.63893 0.994648532 18210.44715 0.996005397 18229.78103 0.997062848 18244.60634 0.997873706 18255.79835 0.998485843 18264.12076 0.998941031 18270.21915 0.999274577 18274.62434 0.999515515 18277.76224 0.99968714 18279.967 0.999807728 18281.49541 0.99989132318282.54102 0.999948512 18283.24707 0.999987129 18283.48241 1

923234.7476**Appendix E-6e (i): Light Liquid Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Light Liquidno 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86 YES Yes Light Liquidno 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86 YES Yes Light Liquidno 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 1 11/17/2009 ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 2 11/17/2009 ICR Phase II - ERT ERT Particulate Matter (PM) filterable ET 3 11/18/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" ADL 0.000719007 -7.237638906 0 ADL 0.000411723 -7.795158976 0 DLL 0.000402415 -7.818026098 1**Appendix E-6e (ii): Light Liquid Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-7.616941327

Variance of natural log of

test runs (σ2) 0.108033471

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 5.029670046

Denominator for calculation of flatness of z distribution (β2z) 0.039046185

Flatness of z distribution

(β2z) 130.8133533

Skewness of z distribution

(√β1z) 0.607273289Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990821218 0.999276787 0.996012648 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.000519354

exp (2μ + σ2) 2.69729E-07

exp (σ2) - 1 0.114085034

(σ2/n) + [σ4/(2(n - 1))] 0.038928965

Square root term 0.000432225

Confidence Level 99% 99.9% 99.5%

UPL 1.02E-03 1.14E-03 1.06E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.73E+00 1.72E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6e (ii): Light Liquid Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Light Liquid1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86

ICR Phase II - ERT ERTPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.000511049-7.579045764 3 2ET No. 2 Distillate**Appendix E-6e (iii): Light Liquid Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 130.81335 0.6072733

1.26582E-05 -5=f(a) 2535.4826 5.06369E-05 1 -4.899 2307.2493 0.000106883 2 -4.798 2093.9808 0.000189103 3 -4.697 1895.0394 0.000307713 4 -4.596 1709.8004 0.00047653 5 -4.495 1537.6526 0.000713535 6 -4.394 1377.998 0.00104165 7 -4.293 1230.2521 0.001489445 8 -4.192 1093.8434 0.002091667 9 -4.091 968.21385 0.002889429 10 -3.99 852.81877 0.003929858 11 -3.889 747.12667 0.005264965 12 -3.788 650.6194 0.006949491 13 -3.687 562.79212 0.009037466 14 -3.586 483.15326 0.011577266 15 -3.485 411.22457 0.014605054 16 -3.384 346.54111 0.018136591 17 -3.283 288.65123 0.022157663 18 -3.182 237.11657 0.026613562 19 -3.081 191.51209 0.031398418 20 -2.98 151.42603 0.036345439 21 -2.879 116.45995 0.041219461 22 -2.778 86.228687 0.04571339 23 -2.677 60.360407 0.049450227 24 -2.576 38.496555 0.051992267 25 -2.475 20.291884 0.052858753 26 -2.374 5.4144451 0.054164869 27 -2.273 -6.454408 0.058121212 28 -2.172 -15.62002 0.065142578 29 -2.071 -22.37445 0.075532259 30 -1.97 -26.99643 0.089431784 31 -1.869 -29.75141 0.106773744 32 -1.768 -30.89154 0.127243154 33 -1.667 -30.65567 0.150252967 34 -1.566 -29.26933 0.17493895 35 -1.465 -26.94478 0.200177986 36 -1.364 -23.88095 0.224632029 37 -1.263 -20.2635 0.246817513 38 -1.162 -16.26477 0.265197243 39 -1.061 -12.0438 0.27828895 40 -0.96 -7.746339 0.284782168 41 -0.859 -3.504824 0.285911146 42 -0.758 0.5616008 0.295297351 43 -0.657 4.347091 0.313109087 44 -0.556 7.7591048

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.339003001 45 -0.455 10.7184

0.372118758 46 -0.354 13.159035 0.41111611 47 -0.253 15.028369 0.454252954 48 -0.152 16.287059 0.499498673 49 -0.051 16.909067 0.544673312 50 0.05 16.88165 0.587600299 51 0.151 16.205369 0.626258955 52 0.252 14.894084 0.658923007 53 0.353 12.974956 0.684272906 54 0.454 10.488445 0.701472564 55 0.555 7.488312 0.710204926 56 0.656 4.0416188 0.710665081 57 0.757 0.228727 0.717816343 58 0.858 -3.856702 0.73153193 59 0.959 -8.107704 0.75048146 60 1.06 -12.40402 0.773167015 61 1.161 -16.61208 0.79804046 62 1.262 -20.58503 0.823612111 63 1.363 -24.1627 0.848542415 64 1.464 -27.17163 0.871710892 65 1.565 -29.42506 0.892259418 66 1.666 -30.72291 0.909609722 67 1.767 -30.85183 0.923457419 68 1.868 -29.58514 0.933746681 69 1.969 -26.6829 0.94063083 70 2.07 -21.89182 0.944424514 71 2.171 -14.94534 0.945552927 72 2.272 -5.5636 0.94660308 73 2.373 6.5465711 0.949327205 74 2.474 21.691639 0.953238617 75 2.575 40.191371 0.957895269 76 2.676 62.378836 0.96291728 77 2.777 88.6004 0.96799596 78 2.878 119.21573 0.972895616 79 2.979 154.5978 0.977449768 80 3.08 195.13287 0.98155347 81 3.181 241.22052 0.985153358 82 3.282 293.27362 0.988236794 83 3.383 351.71832 0.990821218 84 3.484 416.99411 0.992944452 85 3.585 489.55375 0.994656444 86 3.686 569.86332 0.996012648 87 3.787 658.40218 0.997069064 88 3.888 755.66301 0.997878781 89 3.989 862.15178 0.998489826 90 4.09 978.38776 0.998944048 91 4.191 1104.9035 0.999276787 92 4.292 1242.2449 0.999517077 93 4.393 1390.9712 0.999688198 94 4.494 1551.6547 0.999808405 95 4.595 1724.8813 0.999891719 96 4.696 1911.25010.999948705 97 4.797 2111.3734

0.999987178 98 4.898 2325.8769

1 99 4.999 2555.3995distribution of Z Normal distribution

1.48672E-06 0.003769551 2.45094E-06 0.005654929 3.9995E-06 0.008374882 6.46025E-06 0.012242422 1.03291E-05 0.017660679 1.63472E-05 0.025136387 2.56093E-05 0.03528951 3.97118E-05 0.048855483 6.09553E-05 0.066675498 9.26132E-05 0.089669369 0.000139285 0.118784842 0.000207351 0.154917232 0.000305546 0.198794093 0.000445674 0.250821758 0.000643469 0.310894196 0.000919619 0.378169956 0.001300942 0.450829948 0.001821704 0.52583706 0.002525035 0.598727538 0.003464389 0.663472349 0.004704958 0.712453036 0.006324913 0.736598996 0.008416337 0.725729725 0.011085658 0.669134854 0.014453386 0.556405584 0.018652949 0.378503464 0.023828414 0.12901764 0.030130931 -0.194477328 0.03771375 -0.589089665 0.046725789 -1.045463751 0.057303789 -1.546997636 0.069563239 -2.069604482 0.083588399 -2.582174479 0.099421884 -3.047844003 0.117054396 -3.426103616 0.136415346 -3.675681067 0.157365126 -3.758029331 0.179689839 -3.641145907 0.203099244 -3.303363181 0.227228529 -2.736695804 0.251644341 -1.949322463 0.275855243 -0.966823943 0.299326439 0.168101974 0.321498297 1.397582362 0.341807853 2.652122945 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 3.855539175 0.37471238 4.930853365 0.386376486 5.806608231 0.394360216 6.422968236 0.398423793 6.736974457 0.398443914 6.726390673 0.394419966 6.39172114 0.386474058 5.756177208 0.374844865 4.863595615 0.359875719 3.774536628 0.34199778 2.560986083 0.32170943 1.300226887 0.299553264 0.068515914 0.276092166 -1.064805079 0.25188591 -2.042216498 0.227469632 -2.821537648 0.203335281 -3.377822455 0.17991684 -3.703593833 0.157579839 -3.807554804 0.136615273 -3.712059916 0.117237788 -3.449728406 0.099587708 -3.059624048 0.083736272 -2.583416937 0.069693339 -2.061887468 0.05741676 -1.532045433 0.046822635 -1.025032545 0.037795734 -0.564870096 0.030199481 -0.168017821 0.023885038 0.1563651 0.018699163 0.405615484 0.014490659 0.582399461 0.011115369 0.693363775 0.008439746 0.747764893 0.006343145 0.756202707 0.004718997 0.729546535 0.003475077 0.678101839 0.002533081 0.611031061 0.001827693 0.536014257 0.001305351 0.459115989 0.000922829 0.384814286 0.00064578 0.316144224 0.00044732 0.254911211 0.000306705 0.201935474 0.000208159 0.157297714 0.000139842 0.120564826 9.29928E-05 0.090983013 6.12113E-05 0.067632561 3.98826E-05 0.049543952 2.5722E-05 0.035778592 1.64209E-05 0.025479544 1.03767E-05 0.017898516 6.49066E-06 0.0124052724.01874E-06 0.008485053 2.46298E-06 0.005728577 1.49417E-06 0.003818204Absolute values

0.003769551 0.000190362 0.005654929 0.000571148 0.008374882 0.000845863 0.012242422 0.001236485 0.017660679 0.001783729 0.025136387 0.002538775 0.03528951 0.003564241 0.048855483 0.004934404 0.066675498 0.006734225 0.089669369 0.009056606 0.118784842 0.011997269 0.154917232 0.01564664 0.198794093 0.020078203 0.250821758 0.025332998 0.310894196 0.031400314 0.378169956 0.038195166 0.450829948 0.045533825 0.52583706 0.053109543 0.598727538 0.060471481 0.663472349 0.067010707 0.712453036 0.071957757 0.736598996 0.074396499 0.725729725 0.073298702 0.669134854 0.06758262 0.556405584 0.056196964 0.378503464 0.03822885 0.12901764 0.013030782 0.194477328 0.01964221 0.589089665 0.059498056 1.045463751 0.105591839 1.546997636 0.156246761 2.069604482 0.209030053 2.582174479 0.260799622 3.047844003 0.307832244 3.426103616 0.346036465 3.675681067 0.371243788 3.758029331 0.379560962 3.641145907 0.367755737 3.303363181 0.333639681 2.736695804 0.276406276 1.949322463 0.196881569 0.966823943 0.097649218 0.168101974 0.016978299 1.397582362 0.141155819 2.652122945 0.267864417 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 3.855539175 0.389409457 4.930853365 0.49801619 5.806608231 0.586467431 6.422968236 0.648719792 6.736974457 0.68043442 6.726390673 0.679365458 6.39172114 0.645563835 5.756177208 0.581373898 4.863595615 0.491223157 3.774536628 0.381228199 2.560986083 0.258659594 1.300226887 0.131322916 0.068515914 0.006920107 1.064805079 0.107545313 2.042216498 0.206263866 2.821537648 0.284975302 3.377822455 0.341160068 3.703593833 0.374062977 3.807554804 0.384563035 3.712059916 0.374918052 3.449728406 0.348422569 3.059624048 0.309022029 2.583416937 0.260925111 2.061887468 0.208250634 1.532045433 0.154736589 1.025032545 0.103528287 0.564870096 0.05705188 0.168017821 0.0169698 0.1563651 0.015792875 0.405615484 0.040967164 0.582399461 0.058822346 0.693363775 0.070029741 0.747764893 0.075524254 0.756202707 0.076376473 0.729546535 0.0736842 0.678101839 0.068488286 0.611031061 0.061714137 0.536014257 0.05413744 0.459115989 0.046370715 0.384814286 0.038866243 0.316144224 0.031930567 0.254911211 0.025746032 0.201935474 0.020395483 0.157297714 0.015887069 0.120564826 0.012177047 0.090983013 0.009189284 0.067632561 0.006830889 0.049543952 0.005003939 0.035778592 0.003613638 0.025479544 0.002573434 0.017898516 0.00180775 0.012405272 0.0012529320.008485053 0.00085699 0.005728577 0.000578586 0.003818204 0.000192819Cumulative normalization

0.000190362 1.26582E-05 0.00076151 5.06369E-05 0.001607373 0.000106883 0.002843858 0.000189103 0.004627586 0.000307713 0.007166362 0.00047653 0.010730602 0.000713535 0.015665006 0.00104165 0.022399231 0.001489445 0.031455837 0.002091667 0.043453106 0.002889429 0.059099747 0.003929858 0.07917795 0.005264965 0.104510948 0.006949491 0.135911262 0.009037466 0.174106427 0.011577266 0.219640252 0.014605054 0.272749795 0.018136591 0.333221276 0.022157663 0.400231984 0.026613562 0.47218974 0.031398418 0.546586239 0.036345439 0.619884941 0.041219461 0.687467561 0.04571339 0.743664525 0.049450227 0.781893375 0.051992267 0.794924157 0.052858753 0.814566367 0.054164869 0.874064423 0.058121212 0.979656262 0.065142578 1.135903023 0.075532259 1.344933076 0.089431784 1.605732698 0.106773744 1.913564943 0.127243154 2.259601408 0.150252967 2.630845196 0.17493895 3.010406158 0.200177986 3.378161895 0.224632029 3.711801576 0.246817513 3.988207852 0.265197243 4.185089421 0.27828895 4.282738639 0.284782168 4.299716938 0.285911146 4.440872757 0.295297351 4.708737174 0.313109087 

### ( )2 () ()

i 

### f a f xf b         

# 5.098146631 0.339003001 5.596162821 0.372118758 6.182630252 0.41111611 6.831350044 0.454252954 7.511784464 0.499498673 8.191149922 0.544673312 8.836713757 0.587600299 9.418087655 0.626258955 9.909310812 0.658923007 10.29053901 0.684272906 10.54919861 0.701472564 10.68052152 0.710204926 10.68744163 0.710665081 10.79498694 0.717816343 11.00125081 0.73153193 11.28622611 0.75048146 11.62738618 0.773167015 12.00144916 0.79804046 12.38601219 0.823612111 12.76093024 0.848542415 13.10935281 0.871710892 13.41837484 0.892259418 13.67929995 0.909609722 13.88755059 0.923457419 14.04228717 0.933746681 14.14581546 0.94063083 14.20286734 0.944424514 14.21983714 0.945552927 14.23563002 0.94660308 14.27659718 0.949327205 14.33541953 0.953238617 14.40544927 0.957895269 14.48097352 0.96291728 14.55734999 0.96799596 14.63103419 0.972895616 14.69952248 0.977449768 14.76123662 0.98155347 14.81537406 0.985153358 14.86174477 0.988236794 14.90061101 0.990821218 14.93254158 0.992944452 14.95828761 0.994656444 14.9786831 0.996012648 14.99457017 0.997069064 15.00674721 0.997878781 15.0159365 0.998489826 15.02276739 0.998944048 15.02777133 0.999276787 15.03138496 0.999517077 15.0339584 0.999688198 15.03576615 0.999808405 15.03701908 0.99989171915.03787607 0.999948705 15.03845466 0.999987178 15.03864748 1

758.6287792**Appendix E-6f (i): Light Liquid CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Liquid N/A no 1NJMerckRahway YES Yes Liquid N/A no 1NJMerckRahway YES Yes Liquid N/A no 1NJMerckRahwayUnitID Data Source Source Tab Pollutant Data TypeRun Number E750009 - Boiler #9 ICR Phase I Organic HAP and CO (6) CO ET Sample #1 E750009 - Boiler #9 ICR Phase I Organic HAP and CO (6) CO ET Sample #2 E750009 - Boiler #9 ICR Phase I Organic HAP and CO (6) CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 3/14/2008 ND 1.022797219 0.022541245 1 3/14/2008 ND 1.028659865 0.028256853 1 3/14/2008 ND 1.034590107 0.034005317 1**Appendix E-6f (ii): Light Liquid CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? Combustor

Design YES Yes N/A

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 0.028267805

Variance of natural log of

test runs (σ2) 3.28563E-05

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.000525726

Denominator for calculation of flatness of z distribution (β2z) 3.23872E-09

Flatness of z distribution

(β2z) 926454084.5

Skewness of z distribution

(√β1z) 0.009928381Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815009 0.9992745750.9960054 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.02868803

exp (2μ + σ2) 1.058199063

exp (σ2) - 1 3.28569E-05

(σ2/n) + [σ4/(2(n - 1))] 1.09524E-05

Square root term 0.01

Confidence Level 99% 99.9% 99.5%

UPL 1.05E+00 1.05E+001.05E+00

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.72E-02 8.60E-03 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6f (ii): Light Liquid CO Test Averages and Calculation of UPL**

Fuel CategoryRank FacilityID UnitID Data Source Source Tab Pollutant Liquid 1NJMerckRahway E750009 - Boiler #9ICR Phase I Organic HAP and CO (6) COTest AverageTest Average - Rounded ln (Test

Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel 1.028682397 10.028278757 3 2ET /No. 2 Distillate/**Appendix E-6f (iii): Light Liquid CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 926454085 0.0099284

1.28191E-05 -5=f(a) 1.845E+10 5.12838E-05 1 -4.899 1.679E+10 0.000108254 2 -4.798 1.524E+10 0.000191541 3 -4.697 1.379E+10 0.000311701 4 -4.596 1.245E+10 0.000482739 5 -4.495 1.12E+10 0.000722887 6 -4.394 1.003E+10 0.001055384 7 -4.293 8.959E+09 0.001509207 8 -4.192 7.966E+09 0.002119598 9 -4.091 7.052E+09 0.002928266 10 -3.99 6.212E+09 0.003983025 11 -3.889 5.443E+09 0.005336659 12 -3.788 4.74E+09 0.007044726 13 -3.687 4.101E+09 0.009162066 14 -3.586 3.521E+09 0.011737782 15 -3.485 2.997E+09 0.014808551 16 -3.384 2.526E+09 0.018390301 17 -3.283 2.104E+09 0.022468427 18 -3.182 1.728E+09 0.026987056 19 -3.081 1.396E+09 0.031838107 20 -2.98 1.103E+09 0.036851257 21 -2.879 848080839 0.041786199 22 -2.778 627393483 0.046328817 23 -2.677 438455873 0.050092996 24 -2.576 278664539 0.05262968 25 -2.475 145512417 0.053444502 26 -2.374 36588849 0.054864337 27 -2.273 -50420413 0.059014045 28 -2.172 -1.18E+08 0.066327374 29 -2.071 -1.67E+08 0.077127264 30 -1.97 -2.02E+08 0.091574736 31 -1.869 -2.22E+08 0.109620753 32 -1.768 -2.31E+08 0.130966506 33 -1.667 -2.3E+08 0.155037869 34 -1.566 -2.2E+08 0.180979269 35 -1.465 -2.03E+08 0.207671157 36 -1.364 -1.81E+08 0.233773371 37 -1.263 -1.55E+08 0.257794268 38 -1.162 -1.27E+08 0.2781827 39 -1.061 -96006823 0.293437043 40 -0.96 -64861568 0.302222893 41 -0.859 -34078749 0.303489165 42 -0.758 -4526507 0.310406956 43 -0.657 23023422 0.325707171 44 -0.556 47895711

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



##  

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.349075644 45 -0.455 69511440

0.379679009 46 -0.354 87388095 0.416200683 47 -0.253 101139571 0.456918134 48 -0.152 110476168 0.499815828 49 -0.051 115204596 0.542724393 50 0.05 115227969 0.583473684 51 0.151 110545810 0.62004593 52 0.252 101254050 0.650715092 53 0.353 87545025 0.674160123 54 0.454 69707479 0.689542627 55 0.555 48126565 0.69654326 56 0.656 23283841 0.697731046 57 0.757 -4242728 0.706447037 58 0.858 -33778768 0.721643501 59 0.959 -64553500 0.741988283 60 1.06 -95699735 0.76598083 61 1.161 -1.26E+08 0.792069928 62 1.262 -1.55E+08 0.818762862 63 1.363 -1.81E+08 0.844717588 64 1.464 -2.03E+08 0.868812118 65 1.565 -2.2E+08 0.890188138 66 1.666 -2.3E+08 0.908268729 67 1.767 -2.31E+08 0.922752454 68 1.868 -2.22E+08 0.933587978 69 1.969 -2.02E+08 0.94093447 70 2.07 -1.68E+08 0.945113516 71 2.171 -1.18E+08 0.946558015 72 2.272 -51179839 0.947353229 73 2.373 35623697 0.949875344 74 2.474 144319107 0.953629662 75 2.575 277219686 0.95816658 76 2.676 436735136 0.963099299 77 2.777 625371567 0.968112973 78 2.878 845731496 0.972966574 79 2.979 1.101E+09 0.977489119 80 3.08 1.393E+09 0.981571958 81 3.181 1.725E+09 0.985158752 82 3.282 2.1E+09 0.988234545 83 3.383 2.521E+09 0.990815009 84 3.484 2.992E+09 0.992936662 85 3.585 3.515E+09 0.994648517 86 3.686 4.095E+09 0.996005385 87 3.787 4.734E+09 0.997062839 88 3.888 5.436E+09 0.997873699 89 3.989 6.204E+09 0.998485838 90 4.09 7.043E+09 0.998941027 91 4.191 7.957E+09 0.999274575 92 4.292 8.949E+09 0.999515514 93 4.393 1.002E+10 0.999687139 94 4.494 1.118E+10 0.999807727 95 4.595 1.243E+10 0.999891323 96 4.696 1.378E+100.999948511 97 4.797 1.523E+10

0.999987128 98 4.898 1.678E+10

1 99 4.999 1.843E+10distribution of Z Normal distribution

1.48672E-06 27432.7658 2.45094E-06 41156.93063 3.9995E-06 60958.13141 6.46025E-06 89116.61231 1.03291E-05 128569.6082 1.63472E-05 183009.9005 2.56093E-05 256956.3346 3.97118E-05 355770.5759 6.09553E-05 485586.8459 9.26132E-05 653114.5484 0.000139285 865269.1144 0.000207351 1128586.033 0.000305546 1448379.238 0.000445674 1827620.209 0.000643469 2265540.423 0.000919619 2755998.43 0.001300942 3285703.539 0.001821704 3832448.486 0.002525035 4363568.29 0.003464389 4834903.588 0.004704958 5190592.994 0.006324913 5364037.345 0.008416337 5280355.234 0.011085658 4860572.074 0.014453386 4027646.279 0.018652949 2714235.655 0.023828414 871854.2554 0.030130931 -1519213.977 0.03771375 -4440160.926 0.046725789 -7825213.935 0.057303789 -11555810.85 0.069563239 -15458701.21 0.083588399 -19309119.25 0.099421884 -22839816.71 0.117054396 -25756200.29 0.136415346 -27757127.68 0.157365126 -28560145.63 0.179689839 -27929198.23 0.203099244 -25702202.15 0.227228529 -21815489.16 0.251644341 -16322046.56 0.275855243 -9400801.54 0.299326439 -1354903.319 0.321498297 7401990.879 0.341807853 16371130.1 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z  

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 25004112.34 0.37471238 32745401.05 0.386376486 39077951.88 0.394360216 43567405.53 0.398423793 45900251.96 0.398443914 45911882.84 0.394419966 43601474.67 0.386474058 39132063.5 0.374844865 32815802.95 0.359875719 25086029.26 0.34199778 16459178.47 0.32170943 7490631.144 0.299553264 -1270923.032 0.276092166 -9326053.299 0.25188591 -16260116.98 0.227469632 -21768783.5 0.203335281 -25671867.97 0.17991684 -27915164.87 0.157579839 -28561264.15 0.136615273 -27771386.79 0.117237788 -25780988.84 0.099587708 -22872202.06 0.083736272 -19346113.37 0.069693339 -15497491.44 0.05741676 -11593939.39 0.046822635 -7860697.972 0.037795734 -4471552.425 0.030199481 -1545604.577 0.023885038 850873.3724 0.018699163 2698646.464 0.014490659 4017095.985 0.011115369 4854472.199 0.008439746 5277977.356 0.006343145 5364597.744 0.004718997 5193321.375 0.003475077 4839093.719 0.002533081 4368610.676 0.001827693 3837846.882 0.001305351 3291078.2 0.000922829 2761079.426 0.00064578 2270154.393 0.00044732 1831673.589 0.000306705 1451840.41 0.000208159 1131468.242 0.000139842 867615.3475 9.29928E-05 654985.0222 6.12113E-05 487049.2983 3.98826E-05 356893.241 2.5722E-05 257803.2759 1.64209E-05 183638.2733 1.03767E-05 129028.3995 6.49066E-06 89446.432774.01874E-06 61191.69325 2.46298E-06 41319.91974 1.49417E-06 27544.88915Absolute values

27432.7658 1385.354673 41156.93063 4156.849994 60958.13141 6156.771272 89116.61231 9000.777844 128569.6082 12985.53043 183009.9005 18483.99995 256956.3346 25952.58979 355770.5759 35932.82817 485586.8459 49044.27144 653114.5484 65964.56939 865269.1144 87392.18055 1128586.033 113987.1893 1448379.238 146286.303 1827620.209 184589.6411 2265540.423 228819.5828 2755998.43 278355.8415 3285703.539 331856.0574 3832448.486 387077.297 4363568.29 440720.3973 4834903.588 488325.2624 5190592.994 524249.8924 5364037.345 541767.7719 5280355.234 533315.8787 4860572.074 490917.7795 4027646.279 406792.2742 2714235.655 274137.8011 871854.2554 88057.2798 1519213.977 153440.6117 4440160.926 448456.2535 7825213.935 790346.6075 11555810.85 1167136.896 15458701.21 1561328.822 19309119.25 1950221.044 22839816.71 2306821.487 25756200.29 2601376.23 27757127.68 2803469.896 28560145.63 2884574.709 27929198.23 2820849.022 25702202.15 2595922.418 21815489.16 2203364.405 16322046.56 1648526.702 9400801.54 949480.9555 1354903.319 136845.2353 7401990.879 747601.0788 16371130.1 1653484.14 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

#   

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 25004112.34 2525415.347 32745401.05 3307285.506 39077951.88 3946873.14 43567405.53 4400307.958 45900251.96 4635925.448 45911882.84 4637100.167 43601474.67 4403748.942 39132063.5 3952338.414 32815802.95 3314396.098 25086029.26 2533688.955 16459178.47 1662377.025 7490631.144 756553.7455 1270923.032 128363.2262 9326053.299 941931.3832 16260116.98 1642271.815 21768783.5 2198647.133 25671867.97 2592858.665 27915164.87 2819431.651 28561264.15 2884687.679 27771386.79 2804910.066 25780988.84 2603879.873 22872202.06 2310092.408 19346113.37 1953957.451 15497491.44 1565246.635 11593939.39 1170987.878 7860697.972 793930.4952 4471552.425 451626.795 1545604.577 156106.0623 850873.3724 85938.21061 2698646.464 272563.2928 4017095.985 405726.6944 4854472.199 490301.6921 5277977.356 533075.713 5364597.744 541824.3721 5193321.375 524525.4589 4839093.719 488748.4657 4368610.676 441229.6782 3837846.882 387622.5351 3291078.2 332398.8982 2761079.426 278869.022 2270154.393 229285.5937 1831673.589 184999.0325 1451840.41 146635.8814 1131468.242 114278.2924 867615.3475 87629.1501 654985.0222 66153.48724 487049.2983 49191.97912 356893.241 36046.21734 257803.2759 26038.13086 183638.2733 18547.46561 129028.3995 13031.86835 89446.43277 9034.0897161191.69325 6180.361019 41319.91974 4173.311894 27544.88915 1391.016902Cumulative normalization

1385.354673 1.28191E-05 5542.204667 5.12838E-05 11698.97594 0.000108254 20699.75378 0.000191541 33685.28421 0.000311701 52169.28417 0.000482739 78121.87396 0.000722887 114054.7021 0.001055384 163098.9736 0.001509207 229063.543 0.002119598 316455.7235 0.002928266 430442.9128 0.003983025 576729.2158 0.005336659 761318.8569 0.007044726 990138.4397 0.009162066 1268494.281 0.011737782 1600350.339 0.014808551 1987427.636 0.018390301 2428148.033 0.022468427 2916473.295 0.026987056 3440723.188 0.031838107 3982490.96 0.036851257 4515806.838 0.041786199 5006724.618 0.046328817 5413516.892 0.050092996 5687654.693 0.05262968 5775711.973 0.053444502 5929152.584 0.054864337 6377608.838 0.059014045 7167955.445 0.066327374 8335092.341 0.077127264 9896421.164 0.091574736 11846642.21 0.109620753 14153463.7 0.130966506 16754839.92 0.155037869 19558309.82 0.180979269 22442884.53 0.207671157 25263733.55 0.233773371 27859655.97 0.257794268 30063020.37 0.2781827 31711547.08 0.293437043 32661028.03 0.302222893 32797873.27 0.303489165 33545474.35 0.310406956 35198958.49 0.325707171 

### ( )2 () ()

i 

### f a f xf b         

#  ( )2 () ()

i 

### f a f xf b         

# 37724373.83 0.349075644 41031659.34 0.379679009 44978532.48 0.416200683 49378840.44 0.456918134 54014765.89 0.499815828 58651866.05 0.542724393 63055614.99 0.583473684 67007953.41 0.62004593 70322349.51 0.650715092 72856038.46 0.674160123 74518415.49 0.689542627 75274969.23 0.69654326 75403332.46 0.697731046 76345263.84 0.706447037 77987535.66 0.721643501 80186182.79 0.741988283 82779041.45 0.76598083 85598473.11 0.792069928 88483160.78 0.818762862 91288070.85 0.844717588 93891950.72 0.868812118 96202043.13 0.890188138 98156000.58 0.908268729 99721247.22 0.922752454 100892235.1 0.933587978 101686165.6 0.94093447 102137792.4 0.945113516 102293898.4 0.946558015 102379836.7 0.947353229 102652400 0.949875344 103058126.6 0.953629662 103548428.3 0.95816658 104081504.1 0.963099299 104623328.4 0.968112973 105147853.9 0.972966574 105636602.3 0.977489119 106077832 0.981571958 106465454.6 0.985158752 106797853.5 0.988234545 107076722.5 0.990815009 107306008.1 0.992936662 107491007.1 0.994648517 107637643 0.996005385 107751921.3 0.997062839 107839550.4 0.997873699 107905703.9 0.998485838 107954895.9 0.998941027 107990942.1 0.999274575 108016980.2 0.999515514 108035527.7 0.999687139 108048559.6 0.999807727 108057593.7 0.999891323108063774 0.999948511 108067947.3 0.999987128 108069338.4 1

5457022898**Appendix E-6g (i): Heavy Liquid TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Heavy Liquid No 2MNGPDuluth EU33 Boiler #3 YES Yes Heavy Liquid No 2MNGPDuluth EU33 Boiler #3 YES Yes Heavy Liquid No 2MNGPDuluth EU33 Boiler #3Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase II - ERT ERT TSM8 ET 1 9/10/2009 ICR Phase II - ERT ERT TSM8 ET 2 9/10/2009 ICR Phase II - ERT ERT TSM8 ET 3 9/10/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 3.84728E-05 -10.16555855 0 4.06197E-05 -10.1112573 0 1.96629E-05 -10.83677656 0**Appendix E-6g (ii): Heavy Liquid TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-10.37119747

Variance of natural log of

test runs (σ2) 0.163310071

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.34498679

Denominator for calculation of flatness of z distribution (β2z) 0.094414102

Flatness of z distribution

(β2z) 69.2038039

Skewness of z distribution

(√β1z) 0.772663507Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990837147 0.999280178 0.996025157 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 3.39867E-05

exp (2μ + σ2) 1.15509E-09

exp (σ2) - 1 0.177401712

(σ2/n) + [σ4/(2(n - 1))] 0.061104235

Square root term 3.5355E-05

Confidence Level 99% 99.9% 99.5%

UPL 7.50E-05 8.46E-05 7.86E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -1.66E+00 -1.70E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6g (ii): Heavy Liquid TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Heavy Liquid2MNGPDuluth EU33 Boiler #3 ICR Phase II - ERT ERTPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 3.29185E-05-10.32147645 3 2ET No. 6 Residual oil**Appendix E-6g (iii): Heavy Liquid TSM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 69.203804 0.7726635

1.24261E-05 -5=f(a) 1305.3936 4.97029E-05 1 -4.899 1187.7186 0.000104901 2 -4.798 1077.7722 0.000185578 3 -4.697 975.22427 0.000301941 4 -4.596 879.75192 0.000467531 5 -4.495 791.03898 0.000699964 6 -4.394 708.77619 0.001021688 7 -4.293 632.6612 0.001460671 8 -4.192 562.39852 0.002050917 9 -4.091 497.69957 0.002832637 10 -3.99 438.28267 0.003851899 11 -3.889 383.87299 0.005159511 12 -3.788 334.20263 0.006808902 13 -3.687 289.01056 0.008852741 14 -3.586 248.04264 0.011338101 15 -3.485 211.05163 0.014300035 16 -3.384 177.79715 0.01775359 17 -3.283 148.04574 0.021684466 18 -3.182 121.57083 0.026038799 19 -3.081 98.15271 0.030712815 20 -2.98 77.578585 0.03554344 21 -2.879 59.642541 0.040301202 22 -2.778 44.145552 0.044687005 23 -2.677 30.895484 0.048334417 24 -2.576 19.707089 0.050819022 25 -2.475 10.402011 0.051676072 26 -2.374 2.8087826 0.052925098 27 -2.273 -3.237176 0.056737204 28 -2.172 -7.893554 0.063505138 29 -2.071 -11.31115 0.073509639 30 -1.97 -13.63388 0.086870296 31 -1.869 -14.99876 0.103499667 32 -1.768 -15.53593 0.123066006 33 -1.667 -15.36862 0.14497012 34 -1.566 -14.6132 0.168341462 35 -1.465 -13.37913 0.192057376 36 -1.364 -11.76898 0.214787642 37 -1.263 -9.878439 0.235064004 38 -1.162 -7.79631 0.251371684 39 -1.061 -5.604497 0.262257027 40 -0.96 -3.378021 0.266442996 41 -0.859 -1.18501 0.26994364 42 -0.758 0.9132931 0.281728451 43 -0.657 2.8625382 0.301929368 44 -0.556 4.6152624

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.330169812 45 -0.455 6.1308926

0.365561116 46 -0.354 7.3757448 0.406740941 47 -0.253 8.3230241 0.45195212 48 -0.152 8.952825 0.499156216 49 -0.051 9.252131 0.546172301 50 0.05 9.2148149 0.590828762 51 0.151 8.8416386 0.631114463 52 0.252 8.1402534 0.665315656 53 0.353 7.1251997 0.69212659 54 0.454 5.8179068 0.710724618 55 0.555 4.2466937 0.720804356 56 0.656 2.4467682 0.722569741 57 0.757 0.4602275 0.728452552 58 0.858 -1.663942 0.740934787 59 0.959 -3.869865 0.758687873 60 1.06 -6.094777 0.780218644 61 1.161 -8.269023 0.803985862 62 1.262 -10.31606 0.828507949 63 1.363 -12.15246 0.852453702 64 1.464 -13.68789 0.874710338 65 1.565 -14.82516 0.894426025 66 1.666 -15.46014 0.911026853 67 1.767 -15.48187 0.924210536 68 1.868 -14.77246 0.933921002 69 1.969 -13.20714 0.9403091 70 2.07 -10.65425 0.943685049 71 2.171 -6.97526 0.944468041 72 2.272 -2.024721 0.945798424 73 2.373 4.3496886 0.948745378 74 2.474 12.307181 0.952830236 75 2.575 22.013858 0.957618825 76 2.676 33.642713 0.962738692 77 2.777 47.373626 0.967887908 78 2.878 63.393368 0.972836742 79 2.979 81.895598 0.97742381 80 3.08 103.08086 0.981548398 81 3.181 127.1566 0.985160554 82 3.282 154.33715 0.988250314 83 3.383 184.84371 0.990837147 84 3.484 218.90439 0.992960367 85 3.585 256.75419 0.994670979 86 3.686 298.63499 0.996025157 87 3.787 344.79557 0.99707936 88 3.888 395.49158 0.997886952 89 3.989 450.98558 0.998496107 90 4.09 511.54701 0.998948734 91 4.191 577.45219 0.999280178 92 4.292 648.98436 0.999519451 93 4.393 726.43361 0.999689794 94 4.494 810.09694 0.999809421 95 4.595 900.27824 0.999892311 96 4.696 997.288280.999948993 97 4.797 1101.4447

0.999987252 98 4.898 1213.0722

1 99 4.999 1332.502distribution of Z Normal distribution

1.48672E-06 0.001940754 2.45094E-06 0.002911027 3.9995E-06 0.004310553 6.46025E-06 0.006300189 1.03291E-05 0.009087035 1.63472E-05 0.01293131 2.56093E-05 0.018151234 3.97118E-05 0.025124094 6.09553E-05 0.034281144 9.26132E-05 0.046093543 0.000139285 0.061046191 0.000207351 0.07959633 0.000305546 0.102114246 0.000445674 0.128804466 0.000643469 0.15960778 0.000919619 0.194087099 0.001300942 0.23130381 0.001821704 0.269695503 0.002525035 0.306970543 0.003464389 0.340039156 0.004704958 0.365003949 0.006324913 0.37723387 0.008416337 0.371543864 0.011085658 0.342496783 0.014453386 0.284834178 0.018652949 0.194028187 0.023828414 0.066928835 0.030130931 -0.097539128 0.03771375 -0.297695522 0.046725789 -0.528522484 0.057303789 -0.781272969 0.069563239 -1.043362363 0.083588399 -1.298623252 0.099421884 -1.52797733 0.117054396 -1.710539301 0.136415346 -1.825118188 0.157365126 -1.85202662 0.179689839 -1.775055175 0.203099244 -1.583424632 0.227228529 -1.273501663 0.251644341 -0.850059811 0.275855243 -0.326891328 0.299326439 0.273372781 0.321498297 0.920301156 0.341807853 1.577532943 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.205356828 0.37471238 2.763782886 0.386376486 3.215820805 0.394360216 3.53063799 0.398423793 3.686269113 0.398443914 3.6715869 0.394419966 3.487318811 0.386474058 3.145996784 0.374844865 2.670844503 0.359875719 2.093723403 0.34199778 1.452359822 0.32170943 0.787148413 0.299553264 0.137862662 0.276092166 -0.459401361 0.25188591 -0.974764458 0.227469632 -1.38637658 0.203335281 -1.68138408 0.17991684 -1.856033053 0.157579839 -1.914982372 0.136615273 -1.869975231 0.117237788 -1.73806839 0.099587708 -1.539640361 0.083736272 -1.296394255 0.069693339 -1.029542024 0.05741676 -0.758311145 0.046822635 -0.498860287 0.037795734 -0.263635083 0.030199481 -0.061145509 0.023885038 0.103892479 0.018699163 0.230133973 0.014490659 0.318995315 0.011115369 0.373951169 0.008439746 0.399821385 0.006343145 0.402113342 0.004718997 0.386465068 0.003475077 0.358213979 0.002533081 0.322097946 0.001827693 0.282080988 0.001305351 0.241285984 0.000922829 0.202011333 0.00064578 0.165806826 0.00044732 0.133585378 0.000306705 0.105750646 0.000208159 0.082324952 0.000139842 0.063066619 9.29928E-05 0.047570186 6.12113E-05 0.035346589 3.98826E-05 0.025883181 2.5722E-05 0.018685341 1.64209E-05 0.013302509 1.03767E-05 0.009341886 6.49066E-06 0.0064730584.01874E-06 0.004426416 2.46298E-06 0.002987767 1.49417E-06 0.001990986Absolute values

0.001940754 9.80081E-05 0.002911027 0.000294014 0.004310553 0.000435366 0.006300189 0.000636319 0.009087035 0.000917791 0.01293131 0.001306062 0.018151234 0.001833275 0.025124094 0.002537533 0.034281144 0.003462395 0.046093543 0.004655448 0.061046191 0.006165665 0.07959633 0.008039229 0.102114246 0.010313539 0.128804466 0.013009251 0.15960778 0.016120386 0.194087099 0.019602797 0.23130381 0.023361685 0.269695503 0.027239246 0.306970543 0.031004025 0.340039156 0.034343955 0.365003949 0.036865399 0.37723387 0.038100621 0.371543864 0.03752593 0.342496783 0.034592175 0.284834178 0.028768252 0.194028187 0.019596847 0.066928835 0.006759812 0.097539128 0.009851452 0.297695522 0.030067248 0.528522484 0.053380771 0.781272969 0.07890857 1.043362363 0.105379599 1.298623252 0.131160948 1.52797733 0.15432571 1.710539301 0.172764469 1.825118188 0.184336937 1.85202662 0.187054689 1.775055175 0.179280573 1.583424632 0.159925888 1.273501663 0.128623668 0.850059811 0.085856041 0.326891328 0.033016024 0.273372781 0.027610651 0.920301156 0.092950417 1.577532943 0.159330827 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.205356828 0.22274104 2.763782886 0.279142071 3.215820805 0.324797901 3.53063799 0.356594437 3.686269113 0.37231318 3.6715869 0.370830277 3.487318811 0.3522192 3.145996784 0.317745675 2.670844503 0.269755295 2.093723403 0.211466064 1.452359822 0.146688342 0.787148413 0.07950199 0.137862662 0.013924129 0.459401361 0.046399537 0.974764458 0.09845121 1.38637658 0.140024035 1.68138408 0.169819792 1.856033053 0.187459338 1.914982372 0.19341322 1.869975231 0.188867498 1.73806839 0.175544907 1.539640361 0.155503676 1.296394255 0.13093582 1.029542024 0.103983744 0.758311145 0.076589426 0.498860287 0.050384889 0.263635083 0.026627143 0.061145509 0.006175696 0.103892479 0.01049314 0.230133973 0.023243531 0.318995315 0.032218527 0.373951169 0.037769068 0.399821385 0.04038196 0.402113342 0.040613448 0.386465068 0.039032972 0.358213979 0.036179612 0.322097946 0.032531893 0.282080988 0.02849018 0.241285984 0.024369884 0.202011333 0.020403145 0.165806826 0.016746489 0.133585378 0.013492123 0.105750646 0.010680815 0.082324952 0.00831482 0.063066619 0.006369729 0.047570186 0.004804589 0.035346589 0.003570006 0.025883181 0.002614201 0.018685341 0.001887219 0.013302509 0.001343553 0.009341886 0.00094353 0.006473058 0.0006537790.004426416 0.000447068 0.002987767 0.000301764 0.001990986 0.000100545Cumulative normalization

9.80081E-05 1.24261E-05 0.000392022 4.97029E-05 0.000827388 0.000104901 0.001463707 0.000185578 0.002381497 0.000301941 0.00368756 0.000467531 0.005520834 0.000699964 0.008058368 0.001021688 0.011520763 0.001460671 0.016176211 0.002050917 0.022341876 0.002832637 0.030381106 0.003851899 0.040694644 0.005159511 0.053703896 0.006808902 0.069824281 0.008852741 0.089427078 0.011338101 0.112788763 0.014300035 0.140028009 0.01775359 0.171032034 0.021684466 0.205375988 0.026038799 0.242241387 0.030712815 0.280342008 0.03554344 0.317867938 0.040301202 0.352460114 0.044687005 0.381228366 0.048334417 0.400825212 0.050819022 0.407585025 0.051676072 0.417436477 0.052925098 0.447503724 0.056737204 0.500884495 0.063505138 0.579793065 0.073509639 0.685172664 0.086870296 0.816333612 0.103499667 0.970659323 0.123066006 1.143423792 0.14497012 1.327760729 0.168341462 1.514815418 0.192057376 1.694095991 0.214787642 1.854021878 0.235064004 1.982645546 0.251371684 2.068501587 0.262257027 2.101517611 0.266442996 2.129128262 0.26994364 2.222078679 0.281728451 2.381409506 0.301929368 

### ( )2 () ()

i 

### f a f xf b         

# 2.604150546 0.330169812 2.883292617 0.365561116 3.208090519 0.406740941 3.564684956 0.45195212 3.936998136 0.499156216 4.307828413 0.546172301 4.660047613 0.590828762 4.977793288 0.631114463 5.247548583 0.665315656 5.459014647 0.69212659 5.605702989 0.710724618 5.685204978 0.720804356 5.699129107 0.722569741 5.745528645 0.728452552 5.843979855 0.740934787 5.98400389 0.758687873 6.153823682 0.780218644 6.34128302 0.803985862 6.53469624 0.828507949 6.723563738 0.852453702 6.899108645 0.874710338 7.054612322 0.894426025 7.185548142 0.911026853 7.289531886 0.924210536 7.366121312 0.933921002 7.416506201 0.9403091 7.443133344 0.943685049 7.449309041 0.944468041 7.459802181 0.945798424 7.483045712 0.948745378 7.515264239 0.952830236 7.553033307 0.957618825 7.593415267 0.962738692 7.634028715 0.967887908 7.673061686 0.972836742 7.709241298 0.97742381 7.741773191 0.981548398 7.770263371 0.985160554 7.794633255 0.988250314 7.8150364 0.990837147 7.831782889 0.992960367 7.845275012 0.994670979 7.855955827 0.996025157 7.864270648 0.99707936 7.870640376 0.997886952 7.875444965 0.998496107 7.87901497 0.998948734 7.881629172 0.999280178 7.883516391 0.999519451 7.884859945 0.999689794 7.885803475 0.999809421 7.886457254 0.9998923117.886904322 0.999948993 7.887206086 0.999987252 7.887306631 1

397.3243594**Appendix E-6h (i): Light Liquid TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Light LiquidNo 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86 YES Yes Light LiquidNo 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86 YES Yes Light LiquidNo 1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase II - ERT ERT TSM8 ET 1 11/17/2009 ICR Phase II - ERT ERT TSM8 ET 2 11/17/2009 ICR Phase II - ERT ERT TSM8 ET 3 11/18/2009NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 8.58372E-06 -11.66564264 0 1.86831E-05 -10.88789175 0 1.05594E-05 -11.45849641 0**Appendix E-6h (ii): Light Liquid TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? Combustor

Design YES Yes N/A

Number of sources with test data 1

n 3Step 4 n-1 2

Average of natural log of test run values (μ) -11.3373436

Variance of natural log of

test runs (σ2) 0.162232618

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.317235267

Denominator for calculation of flatness of z distribution (β2z) 0.093069346

Flatness of z distribution

(β2z) 69.87664846

Skewness of z distribution

(√β1z) 0.769590173Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990837052 0.9992801220.996025 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 1.29265E-05

exp (2μ + σ2) 1.67096E-10

exp (σ2) - 1 0.176133799

(σ2/n) + [σ4/(2(n - 1))] 0.060657395

Square root term 0.00

Confidence Level 99% 99.9% 99.5%

UPL 2.85E-05 3.21E-05 2.98E-05

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.47E+00 1.23E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-6h (ii): Light Liquid TSM Test Averages and Calculation of UPL**

Fuel CategoryRank FacilityID UnitID Data Source Source Tab Pollutant Light Liquid1TNMilanArmyAmmunitionPlant D88L-1, Source #27-0010-86

ICR Phase II - ERT ERT TSM8Test Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel 1.26087E-05-11.28112114 3 2ET No. 2 Distillate**Appendix E-6h (iii): Light Liquid TSM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 69.876648 0.7695902

1.24311E-05 -5=f(a) 1318.8508 4.9723E-05 1 -4.899 1199.9669 0.000104944 2 -4.798 1088.8906 0.000185654 3 -4.697 985.28858 0.000302065 4 -4.596 888.83456 0.000467726 5 -4.495 799.20916 0.000700258 6 -4.394 716.09997 0.001022121 7 -4.293 639.20154 0.001461296 8 -4.192 568.21539 0.002051802 9 -4.091 502.84998 0.002833872 10 -3.99 442.82075 0.003853597 11 -3.889 387.85008 0.005161811 12 -3.788 337.66733 0.006811973 13 -3.687 292.00881 0.008856783 14 -3.586 250.61778 0.011343344 15 -3.485 213.24447 0.014306736 16 -3.384 179.64606 0.017762024 17 -3.283 149.5867 0.021694913 18 -3.182 122.8375 0.026051525 19 -3.081 99.176522 0.030728048 20 -2.98 78.388782 0.035561331 21 -2.879 60.266265 0.040321786 22 -2.778 44.607914 0.04471015 23 -2.677 31.219629 0.048359768 24 -2.576 19.914269 0.050845944 25 -2.475 10.511654 0.051703587 26 -2.374 2.8385608 0.052953393 27 -2.273 -3.271272 0.056768097 28 -2.172 -7.977148 0.063540922 29 -2.071 -11.43141 0.0735531 30 -1.97 -13.77945 0.086924697 31 -1.869 -15.15968 0.103568711 32 -1.768 -15.70358 0.123153769 33 -1.667 -15.53565 0.145080952 34 -1.566 -14.77344 0.168479858 35 -1.465 -13.52754 0.192227833 36 -1.364 -11.90158 0.214994496 37 -1.263 -9.99223 0.235311265 38 -1.162 -7.8892 0.251662879 39 -1.061 -5.675242 0.26259506 40 -0.96 -3.426149 0.266830038 41 -0.859 -1.210756 0.270280307 42 -0.758 0.909064 0.282014209 43 -0.657 2.8783948 0.302164495 44 -0.556 4.6492807

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



##  

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.330355333 45 -0.455 6.1807249

0.365698698 46 -0.354 7.4386898 0.406832755 47 -0.253 8.396097 0.452000688 48 -0.152 9.0328274 0.499164243 49 -0.051 9.3357209 0.54614252 50 0.05 9.2985768 0.590763798 51 0.151 8.9221537 0.631016718 52 0.252 8.214169 0.665187236 53 0.353 7.1892998 0.691969269 54 0.454 5.8691822 0.710539832 55 0.555 4.2824113 0.720593242 56 0.656 2.4645418 0.722333188 57 0.757 0.4580873 0.728240718 58 0.858 -1.687479 0.740747037 59 0.959 -3.915726 0.758523582 60 1.06 -6.16326 0.78007712 61 1.161 -8.359733 0.803866293 62 1.262 -10.42783 0.828409365 63 1.363 -12.28329 0.85237496 64 1.464 -13.83489 0.874650127 65 1.565 -14.98442 0.894382888 66 1.666 -15.62675 0.910999219 67 1.767 -15.64977 0.924196764 68 1.868 -14.93442 0.93391943 69 1.969 -13.35467 0.94031809 70 2.07 -10.77754 0.943703029 71 2.171 -7.063088 0.94449354 72 2.272 -2.064406 0.945817746 73 2.373 4.3723625 0.948759719 74 2.474 12.408039 0.952840638 75 2.575 22.210402 0.957626175 76 2.676 33.954192 0.962743729 77 2.777 47.821105 0.967891233 78 2.878 63.999799 0.972838832 79 2.979 82.685891 0.977425035 80 3.08 104.08195 0.981549039 81 3.181 128.39753 0.985160817 82 3.282 155.8491 0.988250347 83 3.383 186.66013 0.990837052 84 3.484 221.06102 0.992960212 85 3.585 259.28916 0.994670806 86 3.686 301.58886 0.99602499 87 3.787 348.21143 0.997079212 88 3.888 399.4151 0.997886829 89 3.989 455.46509 0.998496009 90 4.09 516.63357 0.998948658 91 4.191 583.19966 0.999280122 92 4.292 655.44944 0.999519411 93 4.393 733.67597 0.999689767 94 4.494 818.17925 0.999809403 95 4.595 909.26624 0.999892301 96 4.696 1007.25090.999948988 97 4.797 1112.454

0.999987251 98 4.898 1225.2035

1 99 4.999 1345.8342distribution of Z Normal distribution

1.48672E-06 0.001960761 2.45094E-06 0.002941047 3.9995E-06 0.004355021 6.46025E-06 0.006365207 1.03291E-05 0.009180851 1.63472E-05 0.01306487 2.56093E-05 0.018338791 3.97118E-05 0.025383822 6.09553E-05 0.034635712 9.26132E-05 0.046570538 0.000139285 0.061678277 0.000207351 0.080420983 0.000305546 0.103172871 0.000445674 0.130140706 0.000643469 0.1612648 0.000919619 0.196103678 0.001300942 0.233709136 0.001821704 0.272502677 0.002525035 0.310168942 0.003464389 0.34358604 0.004704958 0.368815889 0.006324913 0.381178873 0.008416337 0.375435257 0.011085658 0.346090144 0.014453386 0.287828625 0.018652949 0.196073335 0.023828414 0.067638403 0.030130931 -0.098566466 0.03771375 -0.300848157 0.046725789 -0.534141713 0.057303789 -0.78961453 0.069563239 -1.054556524 0.083588399 -1.312637127 0.099421884 -1.544583698 0.117054396 -1.729296364 0.136415346 -1.845364419 0.157365126 -1.872893935 0.179689839 -1.795502284 0.203099244 -1.602290489 0.227228529 -1.289576791 0.251644341 -0.862171011 0.275855243 -0.333993301 0.299326439 0.272106893 0.321498297 0.92539903 0.341807853 1.589160661 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z  

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.223282112 0.37471238 2.787369169 0.386376486 3.244054465 0.394360216 3.562187758 0.398423793 3.719573334 0.398443914 3.704961354 0.394419966 3.519075549 0.386474058 3.174563243 0.374844865 2.694872124 0.359875719 2.112176146 0.34199778 1.464575154 0.32170943 0.792866324 0.299553264 0.137221541 0.276092166 -0.46589979 0.25188591 -0.986316095 0.227469632 -1.401954584 0.203335281 -1.699828704 0.17991684 -1.876142982 0.157579839 -1.935599551 0.136615273 -1.890056652 0.117237788 -1.756740274 0.099587708 -1.556232404 0.083736272 -1.31045379 0.069693339 -1.040829836 0.05741676 -0.766782118 0.046822635 -0.504632971 0.037795734 -0.266954591 0.030199481 -0.062344 0.023885038 0.104434045 0.018699163 0.232019938 0.014490659 0.321843371 0.011115369 0.377413372 0.008439746 0.403597993 0.006343145 0.405960024 0.004718997 0.390194458 0.003475077 0.361692847 0.002533081 0.325241303 0.001827693 0.284844376 0.001305351 0.243657053 0.000922829 0.204001539 0.00064578 0.16744386 0.00044732 0.134906704 0.000306705 0.106798309 0.000208159 0.083141666 0.000139842 0.063693042 9.29928E-05 0.0480432 6.12113E-05 0.035698399 3.98826E-05 0.026141025 2.5722E-05 0.01887163 1.64209E-05 0.013435228 1.03767E-05 0.009435151 6.49066E-06 0.0065377224.01874E-06 0.004470659 2.46298E-06 0.003017646 1.49417E-06 0.002010906Absolute values

0.001960761 9.90184E-05 0.002941047 0.000297046 0.004355021 0.000439857 0.006365207 0.000642886 0.009180851 0.000927266 0.01306487 0.001319552 0.018338791 0.001852218 0.025383822 0.002563766 0.034635712 0.003498207 0.046570538 0.004703624 0.061678277 0.006229506 0.080420983 0.008122519 0.103172871 0.01042046 0.130140706 0.013144211 0.1612648 0.016287745 0.196103678 0.019806471 0.233709136 0.023604623 0.272502677 0.02752277 0.310168942 0.031327063 0.34358604 0.03470219 0.368815889 0.037250405 0.381178873 0.038499066 0.375435257 0.037918961 0.346090144 0.034955105 0.287828625 0.029070691 0.196073335 0.019803407 0.067638403 0.006831479 0.098566466 0.009955213 0.300848157 0.030385664 0.534141713 0.053948313 0.78961453 0.079751068 1.054556524 0.106510209 1.312637127 0.13257635 1.544583698 0.156002953 1.729296364 0.174658933 1.845364419 0.186381806 1.872893935 0.189162287 1.795502284 0.181345731 1.602290489 0.161831339 1.289576791 0.130247256 0.862171011 0.087079272 0.333993301 0.033733323 0.272106893 0.027482796 0.92539903 0.093465302 1.589160661 0.160505227 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

#   

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.223282112 0.224551493 2.787369169 0.281524286 3.244054465 0.327649501 3.562187758 0.359780964 3.719573334 0.375676907 3.704961354 0.374201097 3.519075549 0.35542663 3.174563243 0.320630888 2.694872124 0.272182085 2.112176146 0.213329791 1.464575154 0.147922091 0.792866324 0.080079499 0.137221541 0.013859376 0.46589979 0.047055879 0.986316095 0.099617926 1.401954584 0.141597413 1.699828704 0.171682699 1.876142982 0.189490441 1.935599551 0.195495555 1.890056652 0.190895722 1.756740274 0.177430768 1.556232404 0.157179473 1.31045379 0.132355833 1.040829836 0.105123813 0.766782118 0.077444994 0.504632971 0.05096793 0.266954591 0.026962414 0.062344 0.006296744 0.104434045 0.010547839 0.232019938 0.023434014 0.321843371 0.032506181 0.377413372 0.038118751 0.403597993 0.040763397 0.405960024 0.041001962 0.390194458 0.03940964 0.361692847 0.036530978 0.325241303 0.032849372 0.284844376 0.028769282 0.243657053 0.024609362 0.204001539 0.020604155 0.16744386 0.01691183 0.134906704 0.013625577 0.106798309 0.010786629 0.083141666 0.008397308 0.063693042 0.006432997 0.0480432 0.004852363 0.035698399 0.003605538 0.026141025 0.002640244 0.01887163 0.001906035 0.013435228 0.001356958 0.009435151 0.00095295 0.006537722 0.000660310.004470659 0.000451537 0.003017646 0.000304782 0.002010906 0.000101551Cumulative normalization

9.90184E-05 1.24311E-05 0.000396064 4.9723E-05 0.000835921 0.000104944 0.001478807 0.000185654 0.002406073 0.000302065 0.003725625 0.000467726 0.005577843 0.000700258 0.008141609 0.001022121 0.011639816 0.001461296 0.01634344 0.002051802 0.022572946 0.002833872 0.030695465 0.003853597 0.041115925 0.005161811 0.054260137 0.006811973 0.070547881 0.008856783 0.090354353 0.011343344 0.113958976 0.014306736 0.141481746 0.017762024 0.172808809 0.021694913 0.207510999 0.026051525 0.244761404 0.030728048 0.28326047 0.035561331 0.321179431 0.040321786 0.356134536 0.04471015 0.385205227 0.048359768 0.405008634 0.050845944 0.411840112 0.051703587 0.421795325 0.052953393 0.452180989 0.056768097 0.506129302 0.063540922 0.58588037 0.0735531 0.692390579 0.086924697 0.824966929 0.103568711 0.980969882 0.123153769 1.155628815 0.145080952 1.342010621 0.168479858 1.531172908 0.192227833 1.712518639 0.214994496 1.874349979 0.235311265 2.004597235 0.251662879 2.091676507 0.26259506 2.12540983 0.266830038 2.152892626 0.270280307 2.246357928 0.282014209 2.406863155 0.302164495 

### ( )2 () ()

i 

### f a f xf b         

#  ( )2 () ()

i 

### f a f xf b         

# 2.631414648 0.330355333 2.912938934 0.365698698 3.240588435 0.406832755 3.600369399 0.452000688 3.976046306 0.499164243 4.350247403 0.54614252 4.705674033 0.590763798 5.026304921 0.631016718 5.298487005 0.665187236 5.511816796 0.691969269 5.659738886 0.710539832 5.739818385 0.720593242 5.753677761 0.722333188 5.800733639 0.728240718 5.900351565 0.740747037 6.041948978 0.758523582 6.213631677 0.78007712 6.403122118 0.803866293 6.598617673 0.828409365 6.789513395 0.85237496 6.966944162 0.874650127 7.124123635 0.894382888 7.256479468 0.910999219 7.361603281 0.924196764 7.439048275 0.93391943 7.490016205 0.94031809 7.516978619 0.943703029 7.523275363 0.94449354 7.533823202 0.945817746 7.557257215 0.948759719 7.589763396 0.952840638 7.627882146 0.957626175 7.668645544 0.962743729 7.709647506 0.967891233 7.749057146 0.972838832 7.785588124 0.977425035 7.818437495 0.981549039 7.847206777 0.985160817 7.87181614 0.988250347 7.892420295 0.990837052 7.909332125 0.992960212 7.922957702 0.994670806 7.933744331 0.99602499 7.94214164 0.997079212 7.948574637 0.997886829 7.953427 0.998496009 7.957032538 0.998948658 7.959672782 0.999280122 7.961578817 0.999519411 7.962935775 0.999689767 7.963888725 0.999809403 7.964549035 0.9998923017.965000571 0.999948988 7.965305354 0.999987251 7.965406904 1

401.2717368**Appendix E-7a (i): Non-Continental Liquid Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Liquid no 1HITesoro SG1102 YES Liquid no 1HITesoro SG1102 YES Liquid no 1HITesoro SG1102 YES Liquid no 1HITesoro SG1102 YES Liquid no 1HITesoro SG1102 YES Liquid no 1HITesoro SG1102 YES Yes Liquid no 1HITesoro SG1102 YES Yes Liquid no 1HITesoro SG1102 YES Yes Liquid no 1HITesoro SG1102Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? ICR Phase II - Comments Additional PM from comments Particulate Matter (PM) filterable

ET Sample #112/13/2010 ICR Phase II - Comments Additional PM from comments Particulate Matter (PM) filterable

ET Sample #212/13/2010 ICR Phase II - Comments Additional PM from comments Particulate Matter (PM) filterable

ET Sample #312/13/2010 ICR Phase II - Voluntary 2012 PM from Test ReportParticulate Matter (PM) filterable ET Sample #11/26/2012 ICR Phase II - Voluntary 2012 PM from Test ReportParticulate Matter (PM) filterable ET Sample #21/26/2012 ICR Phase II - Voluntary 2012 PM from Test ReportParticulate Matter (PM) filterable ET Sample #31/26/2012 ICR Phase II - Voluntary Additional PM Data from Test Report Particulate Matter (PM) filterable

ET Sample #110/9/2010 ICR Phase II - Voluntary Additional PM Data from Test Report Particulate Matter (PM) filterable

ET Sample #210/9/2010 ICR Phase II - Voluntary Additional PM Data from Test Report Particulate Matter (PM) filterable

ET Sample #310/9/2010NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 0.00413 -5.489477872 0 0.00643 -5.046780741 0 0.00584 -5.143024482 0 0.0135 -4.305065594 0 0.0153 -4.179902451 0 0.01746 -4.047842729 0 0.0038 -5.572754212 0 0.00517 -5.26488259 0 0.00333 -5.704782975 0**Appendix E-7a (ii): Non-Continental Liquid Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES YES

Number of sources with test data 1

n 9 n-1 8

Average of natural log of test run values (μ)-4.972723738

Variance of natural log of

test runs (σ2) 0.401570448

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 15.35346268

Denominator for calculation of flatness of z distribution (β2z) 0.732610102

Flatness of z distribution

(β2z) 22.95720853

Skewness of z distribution

(√β1z) 1.418146956Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990789943 0.999291275 0.996042923 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.008463957

exp (2μ + σ2) 7.16386E-05

exp (σ2) - 1 0.494169371

(σ2/n) + [σ4/(2(n - 1))] 0.054697615

Square root term 0.011894153

Confidence Level 99% 99.9% 99.5%

UPL 2.23E-02 2.55E-02 2.35E-02

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 8.64E-01 5.12E-01 **SE Skewness** 0.82 0.82 **Skewness Test** normal normal **Kurtosis =** -1.18E+00 -1.55E+00 **SE Kurtosis** 1.63 1.63 **Kurtosis Test** normal normal **Number of test runs =** 9 9**Appendix E-7a (ii): Non-Continental Liquid Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source N/A Liquid 1HITesoro SG1102 ICR Phase II - Voluntary N/A Liquid 1HITesoro SG1102 ICR Phase II - Comments N/A Liquid 1HITesoro SG1102 ICR Phase II - VoluntarySource Tab PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Additional PM Data from Test Report Particulate Matter (PM) filterable 0.0041-5.496768305 3 2 Additional PM from comments Particulate Matter (PM) filterable 0.005466667-5.209086233 3 2 2012 PM from Test Report Particulate Matter (PM) filterable 0.01542-4.172089911 3 2Data Type Fuel

ET No. 6 Residual oil ET No. 6 Residual oil ET No. 6 Residual oil**Appendix E-7a (iii): Non-Continental Liquid Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 22.957209 1.418147

1.08816E-05 -5=f(a) 372.48171 4.34782E-05 1 -4.899 338.41494 9.16723E-05 2 -4.798 306.61869 0.000161997 3 -4.697 276.99475 0.000263256 4 -4.596 249.44695 0.000407086 5 -4.495 223.88121 0.000608581 6 -4.394 200.20553 0.000886894 7 -4.293 178.32998 0.001265786 8 -4.192 158.16672 0.001773993 9 -4.091 139.62996 0.002445286 10 -3.99 122.63602 0.003318052 11 -3.889 107.10328 0.004434211 12 -3.788 92.952186 0.005837244 13 -3.687 80.105278 0.007569159 14 -3.586 68.487168 0.009666212 15 -3.485 58.024542 0.012153329 16 -3.384 48.646166 0.015037281 17 -3.283 40.28288 0.018298838 18 -3.182 32.867602 0.021884382 19 -3.081 26.335327 0.025697672 20 -2.98 20.623126 0.02959276 21 -2.879 15.670148 0.03336925 22 -2.778 11.417617 0.036771274 23 -2.677 7.8088353 0.039491597 24 -2.576 4.7891811 0.041182105 25 -2.475 2.3061097 0.041471611 26 -2.374 0.309153 0.042951879 27 -2.273 -1.25008 0.046535553 28 -2.172 -2.417904 0.052482553 29 -2.071 -3.238558 0.060937103 30 -1.97 -3.754201 0.071885816 31 -1.869 -4.004918 0.085120159 32 -1.768 -4.028717 0.10020813 33 -1.667 -3.861528 0.116480009 34 -1.566 -3.537206 0.133032511 35 -1.465 -3.087527 0.148754467 36 -1.364 -2.542192 0.162375379 37 -1.263 -1.928826 0.172535935 38 -1.162 -1.272974 0.177877046 39 -1.061 -0.598107 0.17861264 40 -0.96 0.0743809 0.186474278 41 -0.859 0.7251738 0.202202382 42 -0.758 1.3370315 0.226142682 43 -0.657 1.8947907 0.258185194 44 -0.556 2.3853651

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.297735781 45 -0.455 2.7977449

0.343725346 46 -0.354 3.1229972 0.394658178 47 -0.253 3.3542658 0.448697042 48 -0.152 3.4867712 0.503778754 49 -0.051 3.5178109 0.557750661 50 0.05 3.4467589 0.608516154 51 0.151 3.275066 0.654176219 52 0.252 3.0062598 0.693154437 53 0.353 2.6459447 0.724294567 54 0.454 2.2018017 0.746922713 55 0.555 1.6835888 0.760869825 56 0.656 1.1031405 0.766454261 57 0.757 0.4743682 0.768480454 58 0.858 -0.18674 0.777014615 59 0.959 -0.862119 0.790706595 60 1.06 -1.531628 0.808071465 61 1.161 -2.173047 0.827601279 62 1.262 -2.762082 0.847866512 63 1.363 -3.272362 0.867599724 64 1.464 -3.675436 0.885756533 65 1.565 -3.94078 0.9015517 66 1.666 -4.035792 0.914470754 67 1.767 -3.925793 0.924259765 68 1.868 -3.574027 0.930897518 69 1.969 -2.941662 0.934555282 70 2.07 -1.987788 0.935549612 71 2.171 -0.66942 0.936805881 72 2.272 1.0585058 0.939850126 73 2.373 3.2431278 0.94421061 74 2.474 5.9336627 0.949439228 75 2.575 9.1814033 0.955135382 76 2.676 13.039719 0.960961026 77 2.777 17.564057 0.966647677 78 2.878 22.811941 0.971996759 79 2.979 28.842969 0.976874866 80 3.08 35.718819 0.981205588 81 3.181 43.503245 0.984959462 82 3.282 52.262076 0.988143303 83 3.383 62.06322 0.990789943 84 3.484 72.97666 0.992949048 85 3.585 85.074457 0.994679417 86 3.686 98.430749 0.996042923 87 3.787 113.12175 0.997100064 88 3.888 129.22575 0.997906967 89 3.989 146.82311 0.998513615 90 4.09 165.99629 0.998963051 91 4.191 186.82979 0.999291275 92 4.292 209.41023 0.999527643 93 4.393 233.82627 0.999695539 94 4.494 260.16867 0.999813202 95 4.595 288.53025 0.999894574 96 4.696 319.005920.999950119 97 4.797 351.69266

0.999987548 98 4.898 386.68952

1 99 4.999 424.09765distribution of Z Normal distribution

1.48672E-06 0.000553776 2.45094E-06 0.000829435 3.9995E-06 0.001226322 6.46025E-06 0.001789454 1.03291E-05 0.00257656 1.63472E-05 0.003659842 2.56093E-05 0.005127116 3.97118E-05 0.007081799 6.09553E-05 0.009641092 9.26132E-05 0.012931576 0.000139285 0.017081356 0.000207351 0.022207939 0.000305546 0.02840116 0.000445674 0.035700832 0.000643469 0.044069377 0.000919619 0.053360475 0.001300942 0.063285849 0.001821704 0.073383477 0.002525035 0.08299183 0.003464389 0.091235813 0.004704958 0.097030932 0.006324913 0.099112318 0.008416337 0.096094517 0.011085658 0.086566081 0.014453386 0.069219885 0.018652949 0.043015746 0.023828414 0.007366627 0.030130931 -0.037666079 0.03771375 -0.091188245 0.046725789 -0.151324162 0.057303789 -0.215129923 0.069563239 -0.278595057 0.083588399 -0.336753981 0.099421884 -0.383920383 0.117054396 -0.414045466 0.136415346 -0.421186056 0.157365126 -0.400052428 0.179689839 -0.346590389 0.203099244 -0.258540048 0.227228529 -0.135907029 0.251644341 0.018717537 0.275855243 0.200042998 0.299326439 0.400208872 0.321498297 0.60917199 0.341807853 0.81533652 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.006382945 0.37471238 1.170225702 0.386376486 1.296009417 0.394360216 1.375043857 0.398423793 1.401579567 0.398443914 1.373340099 0.394419966 1.29175141 0.386474058 1.161841419 0.374844865 0.991818769 0.359875719 0.792374972 0.34199778 0.575783626 0.32170943 0.354890699 0.299553264 0.142098547 0.276092166 -0.051557434 0.25188591 -0.217155649 0.227469632 -0.348398762 0.203335281 -0.441857132 0.17991684 -0.496945128 0.157579839 -0.51565821 0.136615273 -0.5021207 0.117237788 -0.462008379 0.099587708 -0.401915325 0.083736272 -0.3287313 0.069693339 -0.249085894 0.05741676 -0.168900695 0.046822635 -0.093073474 0.037795734 -0.025301209 0.030199481 0.031966325 0.023885038 0.077462232 0.018699163 0.110954524 0.014490659 0.133044586 0.011115369 0.144941293 0.008439746 0.148236188 0.006343145 0.144699453 0.004718997 0.13610988 0.003475077 0.124125661 0.002533081 0.110197232 0.001827693 0.095519053 0.001305351 0.081014308 0.000922829 0.067344983 0.00064578 0.054939418 0.00044732 0.044030034 0.000306705 0.034695046 0.000208159 0.026899443 0.000139842 0.020532003 9.29928E-05 0.015436459 6.12113E-05 0.011436091 3.98826E-05 0.008351824 2.5722E-05 0.006014485 1.64209E-05 0.0042722 1.03767E-05 0.002993982 6.49066E-06 0.0020705594.01874E-06 0.00141336 2.46298E-06 0.000952407 1.49417E-06 0.000633674Absolute values

0.000553776 2.79657E-05 0.000829435 8.37729E-05 0.001226322 0.000123859 0.001789454 0.000180735 0.00257656 0.000260233 0.003659842 0.000369644 0.005127116 0.000517839 0.007081799 0.000715262 0.009641092 0.00097375 0.012931576 0.001306089 0.017081356 0.001725217 0.022207939 0.002243002 0.02840116 0.002868517 0.035700832 0.003605784 0.044069377 0.004451007 0.053360475 0.005389408 0.063285849 0.006391871 0.073383477 0.007411731 0.08299183 0.008382175 0.091235813 0.009214817 0.097030932 0.009800124 0.099112318 0.010010344 0.096094517 0.009705546 0.086566081 0.008743174 0.069219885 0.006991208 0.043015746 0.00434459 0.007366627 0.000744029 0.037666079 0.003804274 0.091188245 0.009210013 0.151324162 0.01528374 0.215129923 0.021728122 0.278595057 0.028138101 0.336753981 0.034012152 0.383920383 0.038775959 0.414045466 0.041818592 0.421186056 0.042539792 0.400052428 0.040405295 0.346590389 0.035005629 0.258540048 0.026112545 0.135907029 0.01372661 0.018717537 0.001890471 0.200042998 0.020204343 0.400208872 0.040421096 0.60917199 0.061526371 0.81533652 0.082348988 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.006382945 0.101644677 1.170225702 0.118192796 1.296009417 0.130896951 1.375043857 0.13887943 1.401579567 0.141559536 1.373340099 0.13870735 1.29175141 0.130466892 1.161841419 0.117345983 0.991818769 0.100173696 0.792374972 0.080029872 0.575783626 0.058154146 0.354890699 0.035843961 0.142098547 0.014351953 0.051557434 0.005207301 0.217155649 0.021932721 0.348398762 0.035188275 0.441857132 0.04462757 0.496945128 0.050191458 0.51565821 0.052081479 0.5021207 0.050714191 0.462008379 0.046662846 0.401915325 0.040593448 0.3287313 0.033201861 0.249085894 0.025157675 0.168900695 0.01705897 0.093073474 0.009400421 0.025301209 0.002555422 0.031966325 0.003228599 0.077462232 0.007823685 0.110954524 0.011206407 0.133044586 0.013437503 0.144941293 0.014639071 0.148236188 0.014971855 0.144699453 0.014614645 0.13610988 0.013747098 0.124125661 0.012536692 0.110197232 0.01112992 0.095519053 0.009647424 0.081014308 0.008182445 0.067344983 0.006801843 0.054939418 0.005548881 0.044030034 0.004447033 0.034695046 0.0035042 0.026899443 0.002716844 0.020532003 0.002073732 0.015436459 0.001559082 0.011436091 0.001155045 0.008351824 0.000843534 0.006014485 0.000607463 0.0042722 0.000431492 0.002993982 0.000302392 0.002070559 0.0002091260.00141336 0.000142749 0.000952407 9.61931E-05 0.000633674 3.20006E-05Cumulative normalization

2.79657E-05 1.08816E-05 0.000111739 4.34782E-05 0.000235597 9.16723E-05 0.000416332 0.000161997 0.000676565 0.000263256 0.001046209 0.000407086 0.001564047 0.000608581 0.002279309 0.000886894 0.003253059 0.001265786 0.004559148 0.001773993 0.006284365 0.002445286 0.008527367 0.003318052 0.011395884 0.004434211 0.015001668 0.005837244 0.019452675 0.007569159 0.024842083 0.009666212 0.031233954 0.012153329 0.038645685 0.015037281 0.04702786 0.018298838 0.056242677 0.021884382 0.066042802 0.025697672 0.076053146 0.02959276 0.085758692 0.03336925 0.094501866 0.036771274 0.101493074 0.039491597 0.105837665 0.041182105 0.106581694 0.041471611 0.110385968 0.042951879 0.119595981 0.046535553 0.134879721 0.052482553 0.156607843 0.060937103 0.184745944 0.071885816 0.218758096 0.085120159 0.257534055 0.10020813 0.299352647 0.116480009 0.341892439 0.133032511 0.382297734 0.148754467 0.417303363 0.162375379 0.443415908 0.172535935 0.457142518 0.177877046 0.459032989 0.17861264 0.479237332 0.186474278 0.519658428 0.202202382 0.581184799 0.226142682 0.663533788 0.258185194 

### ( )2 () ()

i 

### f a f xf b         

# 0.765178465 0.297735781 0.883371261 0.343725346 1.014268212 0.394658178 1.153147642 0.448697042 1.294707178 0.503778754 1.433414528 0.557750661 1.56388142 0.608516154 1.681227403 0.654176219 1.781401099 0.693154437 1.861430971 0.724294567 1.919585117 0.746922713 1.955429078 0.760869825 1.969781031 0.766454261 1.974988332 0.768480454 1.996921053 0.777014615 2.032109328 0.790706595 2.076736898 0.808071465 2.126928356 0.827601279 2.179009835 0.847866512 2.229724026 0.867599724 2.276386872 0.885756533 2.31698032 0.9015517 2.350182181 0.914470754 2.375339856 0.924259765 2.392398827 0.930897518 2.401799247 0.934555282 2.40435467 0.935549612 2.407583268 0.936805881 2.415406954 0.939850126 2.426613361 0.94421061 2.440050864 0.949439228 2.454689934 0.955135382 2.46966179 0.960961026 2.484276434 0.966647677 2.498023532 0.971996759 2.510560224 0.976874866 2.521690144 0.981205588 2.531337569 0.984959462 2.539520014 0.988143303 2.546321857 0.990789943 2.551870738 0.992949048 2.556317772 0.994679417 2.559821971 0.996042923 2.562538815 0.997100064 2.564612547 0.997906967 2.56617163 0.998513615 2.567326675 0.998963051 2.568170209 0.999291275 2.568777672 0.999527643 2.569209164 0.999695539 2.569511556 0.999813202 2.569720683 0.9998945742.569863432 0.999950119 2.569959625 0.999987548 2.569991626 1

128.2759359**Appendix E-7b (i): Non-Continental Liquid CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Liquid N/A no 1HITesoro YES Liquid N/A no 1HITesoro YES Liquid N/A no 1HITesoro YES Liquid N/A no 1HITesoro YES Liquid N/A no 1HITesoro YES Liquid N/A no 1HITesoro YES Yes Liquid N/A no 1HITesoro YES Yes Liquid N/A no 1HITesoro YES Yes Liquid N/A no 1HITesoroUnitID Data Source Source Tab Pollutant Data TypeRun Number SG1102 ICR Phase II - Voluntary 2012 CO from Test ReportCO ET Sample #1 SG1102 ICR Phase II - Voluntary 2012 CO from Test ReportCO ET Sample #2 SG1102 ICR Phase II - Voluntary 2012 CO from Test ReportCO ET Sample #3 SG1102 ICR Phase II - Voluntary Additional CO Data from Test Report (1) CO ET Sample #1 SG1102 ICR Phase II - Voluntary Additional CO Data from Test Report (1) CO ET Sample #2 SG1102 ICR Phase II - Voluntary Additional CO Data from Test Report (1) CO ET Sample #3 SG1102 ICR Phase II - Voluntary Additional CO Data from Test Report (2) CO ET Sample #1 SG1102 ICR Phase II - Voluntary Additional CO Data from Test Report (2) CO ET Sample #2 SG1102 ICR Phase II - Voluntary Additional CO Data from Test Report (2) CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 1/26/2012 19.30138623 2.960176919 0 1/26/2012 19.33604693 2.96197107 0 1/26/2012 19.37083233 2.963768447 0 10/7/2010 10.72782313 2.372840659 0 10/8/2010 8.59153581 2.15077751 0 10/8/2010 8.674593968 2.16039852 0 10/9/2010 8.388071794 2.126810672 0 10/9/2010 8.547885177 2.145683905 0 10/9/2010 8.602518216 2.152054976 0**Appendix E-7b (ii): Non-Continental Liquid CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? Combustor

Design YES Yes N/A YES N/A YES N/A

Number of sources with test data 1

n 9 n-1 8

Average of natural log of test run values (μ) 2.443831409

Variance of natural log of

test runs (σ2) 0.156399745

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 6.168534388

Denominator for calculation of flatness of z distribution (β2z) 0.085980897

Flatness of z distribution

(β2z) 73.74307998

Skewness of z distribution

(√β1z) 0.752873509Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990836376 0.9992798110.996024 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 12.4538683

exp (2μ + σ2) 155.0988356

exp (σ2) - 1 0.169293529

(σ2/n) + [σ4/(2(n - 1))] 0.018906555

Square root term 10.25

Confidence Level 99% 99.9% 99.5%

UPL 2.44E+01 2.71E+012.54E+01

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 7.95E-01 7.43E-01 **SE Skewness** 0.82 0.82 **Skewness Test** normal normal **Kurtosis =** -1.74E+00 -1.78E+00 **SE Kurtosis** 1.63 1.63 **Kurtosis Test** normal normal **Number of test runs =** 9 9**Appendix E-7b (ii): Non-Continental Liquid CO Test Averages and Calculation of UPL**

Fuel CategoryRank FacilityID UnitID Data Source Source Tab Pollutant Liquid 1HITesoro SG1102 ICR Phase II - VoluntaryAdditional CO Data from Test Report (2) CO Liquid 1HITesoro SG1102 ICR Phase II - VoluntaryAdditional CO Data from Test Report (1) CO Liquid 1HITesoro SG1102 ICR Phase II - Voluntary2012 CO from Test Report COTest AverageTest Average - Rounded ln (Test

Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel 8.512825062 92.141573857 3 2ET No. 6 Residual oil 9.331317636 92.233376231 3 2ET No. 6 Residual oil 19.3360885 92.96197322 3 2ET No. 6 Residual oil**Appendix E-7b (iii): Non-Continental Liquid CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 73.74308 0.7528735

1.24579E-05 -5=f(a) 1396.1637 4.9831E-05 1 -4.899 1270.3339 0.000105173 2 -4.798 1152.7663 0.000186062 3 -4.697 1043.108 0.000302734 4 -4.596 941.0139 0.000468768 5 -4.495 846.14609 0.000701832 6 -4.394 758.17402 0.001024437 7 -4.293 676.77452 0.001464637 8 -4.192 601.6318 0.002056539 9 -4.091 532.4374 0.002840481 10 -3.99 468.89024 0.003862679 11 -3.889 410.6966 0.005174112 12 -3.788 357.57011 0.006828395 13 -3.687 309.23178 0.008878393 14 -3.586 265.40996 0.011371368 15 -3.485 225.84039 0.014342541 16 -3.384 190.26614 0.017807073 17 -3.283 158.43766 0.021750698 18 -3.182 130.11276 0.026119461 19 -3.081 105.05661 0.030809328 20 -2.98 83.041736 0.035656747 21 -2.879 63.848038 0.040431498 22 -2.778 47.262768 0.044833421 23 -2.677 33.08054 0.048494669 24 -2.576 21.103332 0.050989033 25 -2.475 11.140483 0.051849594 26 -2.374 3.0086937 0.053103881 27 -2.273 -3.467974 0.056932841 28 -2.172 -8.458098 0.063732252 29 -2.071 -12.12289 0.073785965 30 -1.97 -14.61621 0.087216609 31 -1.869 -16.08454 0.103939538 32 -1.768 -16.66702 0.123625358 33 -1.667 -16.49541 0.145676608 34 -1.566 -15.69412 0.169223668 35 -1.465 -14.3802 0.19314388 36 -1.364 -12.66334 0.216105995 37 -1.263 -10.64584 0.236639686 38 -1.162 -8.42268 0.2532271 39 -1.061 -6.081454 0.264410628 40 -0.96 -3.702399 0.268908582 41 -0.859 -1.358393 0.272088543 42 -0.758 0.885051 0.283549244 43 -0.657 2.9697787 0.303427768 44 -0.556 4.8449987

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



##  

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.331352262 45 -0.455 6.467281

0.366438119 46 -0.354 7.800557 0.407326188 47 -0.253 8.8161199 0.452261505 48 -0.152 9.4926241 0.499206796 49 -0.051 9.8160859 0.54598131 50 0.05 9.7798828 0.590412733 51 0.151 9.3847543 0.630488536 52 0.252 8.6388009 0.664493107 53 0.353 7.5574852 0.691118596 54 0.454 6.1636309 0.709540257 55 0.555 4.4874236 0.719450819 56 0.656 2.5664103 0.721052698 57 0.757 0.4454995 0.727094388 58 0.858 -1.823039 0.739731393 59 0.959 -4.179573 0.757635153 60 1.06 -6.557109 0.779312062 61 1.161 -8.881293 0.803220097 62 1.262 -11.07041 0.827876668 63 1.363 -13.03538 0.85194947 64 1.464 -14.67976 0.874324648 65 1.565 -15.89976 0.894149445 66 1.666 -16.5842 0.910849246 67 1.767 -16.61458 0.924121341 68 1.868 -15.86499 0.933909536 69 1.969 -14.2022 0.940364852 70 2.07 -11.48559 0.94379795 71 2.171 -7.567195 0.944628685 72 2.272 -2.291684 0.945919898 73 2.373 4.5036376 0.948835313 74 2.474 12.988825 0.952895271 75 2.575 23.341295 0.957664604 76 2.676 35.745824 0.962769905 77 2.777 50.394554 0.967908367 78 2.878 67.486985 0.97284947 79 2.979 87.22998 0.977431148 80 3.08 109.83776 0.981552114 81 3.181 135.53192 0.985161946 82 3.282 164.5414 0.988250307 83 3.383 197.10251 0.990836376 84 3.484 233.45892 0.992959251 85 3.585 273.86166 0.99466978 86 3.686 318.56913 0.996024025 87 3.787 367.84708 0.99707837 88 3.888 421.96863 0.997886133 89 3.989 481.21426 0.998495457 90 4.09 545.8718 0.998948237 91 4.191 616.23646 0.999279811 92 4.292 692.6108 0.99951919 93 4.393 775.30474 0.999689617 94 4.494 864.63558 0.999809307 95 4.595 960.92796 0.999892244 96 4.696 1064.51390.99994896 97 4.797 1175.7327

0.999987244 98 4.898 1294.9312

1 99 4.999 1422.4635distribution of Z Normal distribution

1.48672E-06 0.002075704 2.45094E-06 0.003113512 3.9995E-06 0.004610492 6.46025E-06 0.006738735 1.03291E-05 0.009719816 1.63472E-05 0.013832159 2.56093E-05 0.019416276 3.97118E-05 0.026875912 6.09553E-05 0.036672618 9.26132E-05 0.049310724 0.000139285 0.065309367 0.000207351 0.085158224 0.000305546 0.109254083 0.000445674 0.137816534 0.000643469 0.170783113 0.000919619 0.207687125 0.001300942 0.247525239 0.001821704 0.288626489 0.002525035 0.328539207 0.003464389 0.363956938 0.004704958 0.39070784 0.006324913 0.403833273 0.008416337 0.397779398 0.011085658 0.366719566 0.014453386 0.305014613 0.018652949 0.207802862 0.023828414 0.0716924 0.030130931 -0.104493297 0.03771375 -0.318986581 0.046725789 -0.566451654 0.057303789 -0.837564093 0.069563239 -1.118892696 0.083588399 -1.393169333 0.099421884 -1.640004702 0.117054396 -1.837066093 0.136415346 -1.961680441 0.157365126 -1.992767317 0.179689839 -1.912949317 0.203099244 -1.710639932 0.227228529 -1.381879759 0.251644341 -0.931687776 0.275855243 -0.374719725 0.299326439 0.264919172 0.321498297 0.954778782 0.341807853 1.656058593 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z  

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 2.326359814 0.37471238 2.922965291 0.386376486 3.406341419 0.394360216 3.743513302 0.398423793 3.910962171 0.398443914 3.896734799 0.394419966 3.701534456 0.386474058 3.338672445 0.374844865 2.832884501 0.359875719 2.218141103 0.34199778 1.534688913 0.32170943 0.825638387 0.299553264 0.133450821 0.276092166 -0.503326703 0.25188591 -1.052775434 0.227469632 -1.491543145 0.203335281 -1.805880182 0.17991684 -1.991752875 0.157579839 -2.054112631 0.136615273 -2.005479415 0.117237788 -1.864052215 0.099587708 -1.651582714 0.083736272 -1.391242605 0.069693339 -1.105684054 0.05741676 -0.81544409 0.046822635 -0.537785509 0.037795734 -0.286007683 0.030199481 -0.069207667 0.023885038 0.107569557 0.018699163 0.242880151 0.014490659 0.338230744 0.011115369 0.39732803 0.008439746 0.425317253 0.006343145 0.428079753 0.004718997 0.411638003 0.003475077 0.381694727 0.002533081 0.343313298 0.001827693 0.300731232 0.001305351 0.257288027 0.000922829 0.215442675 0.00064578 0.176854495 0.00044732 0.142502315 0.000306705 0.112820669 0.000208159 0.087836376 0.000139842 0.06729385 9.29928E-05 0.050762145 6.12113E-05 0.037720624 3.98826E-05 0.027623116 2.5722E-05 0.019942406 1.64209E-05 0.014198082 1.03767E-05 0.009971227 6.49066E-06 0.0069093964.01874E-06 0.00472496 2.46298E-06 0.003189383 1.49417E-06 0.002125404Absolute values

0.002075704 0.000104823 0.003113512 0.000314465 0.004610492 0.00046566 0.006738735 0.000680612 0.009719816 0.000981701 0.013832159 0.001397048 0.019416276 0.001961044 0.026875912 0.002714467 0.036672618 0.003703934 0.049310724 0.004980383 0.065309367 0.006596246 0.085158224 0.008600981 0.109254083 0.011034662 0.137816534 0.01391947 0.170783113 0.017249094 0.207687125 0.0209764 0.247525239 0.025000049 0.288626489 0.029151275 0.328539207 0.03318246 0.363956938 0.036759651 0.39070784 0.039461492 0.403833273 0.040787161 0.397779398 0.040175719 0.366719566 0.037038676 0.305014613 0.030806476 0.207802862 0.020988089 0.0716924 0.007240932 0.104493297 0.010553823 0.318986581 0.032217645 0.566451654 0.057211617 0.837564093 0.084593973 1.118892696 0.113008162 1.393169333 0.140710103 1.640004702 0.165640475 1.837066093 0.185543675 1.961680441 0.198129725 1.992767317 0.201269499 1.912949317 0.193207881 1.710639932 0.172774633 1.381879759 0.139569856 0.931687776 0.094100465 0.374719725 0.037846692 0.264919172 0.026756836 0.954778782 0.096432657 1.656058593 0.167261918 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

#   

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 2.326359814 0.234962341 2.922965291 0.295219494 3.406341419 0.344040483 3.743513302 0.378094843 3.910962171 0.395007179 3.896734799 0.393570215 3.701534456 0.37385498 3.338672445 0.337205917 2.832884501 0.286121335 2.218141103 0.224032251 1.534688913 0.15500358 0.825638387 0.083389477 0.133450821 0.013478533 0.503326703 0.050835997 1.052775434 0.106330319 1.491543145 0.150645858 1.805880182 0.182393898 1.991752875 0.20116704 2.054112631 0.207465376 2.005479415 0.202553421 1.864052215 0.188269274 1.651582714 0.166809854 1.391242605 0.140515503 1.105684054 0.111674089 0.81544409 0.082359853 0.537785509 0.054316336 0.286007683 0.028886776 0.069207667 0.006989974 0.107569557 0.010864525 0.242880151 0.024530895 0.338230744 0.034161305 0.39732803 0.040130131 0.425317253 0.042957043 0.428079753 0.043236055 0.411638003 0.041575438 0.381694727 0.038551167 0.343313298 0.034674643 0.300731232 0.030373854 0.257288027 0.025986091 0.215442675 0.02175971 0.176854495 0.017862304 0.142502315 0.014392734 0.112820669 0.011394888 0.087836376 0.008871474 0.06729385 0.006796679 0.050762145 0.005126977 0.037720624 0.003809783 0.027623116 0.002789935 0.019942406 0.002014183 0.014198082 0.001434006 0.009971227 0.001007094 0.006909396 0.0006978490.00472496 0.000477221 0.003189383 0.000322128 0.002125404 0.000107333Cumulative normalization

0.000104823 1.24579E-05 0.000419288 4.9831E-05 0.000884947 0.000105173 0.00156556 0.000186062 0.002547261 0.000302734 0.003944309 0.000468768 0.005905353 0.000701832 0.00861982 0.001024437 0.012323755 0.001464637 0.017304138 0.002056539 0.023900384 0.002840481 0.032501364 0.003862679 0.043536027 0.005174112 0.057455497 0.006828395 0.074704591 0.008878393 0.095680991 0.011371368 0.12068104 0.014342541 0.149832315 0.017807073 0.183014775 0.021750698 0.219774426 0.026119461 0.259235918 0.030809328 0.300023078 0.035656747 0.340198798 0.040431498 0.377237474 0.044833421 0.40804395 0.048494669 0.429032039 0.050989033 0.436272971 0.051849594 0.446826794 0.053103881 0.479044439 0.056932841 0.536256056 0.063732252 0.620850029 0.073785965 0.733858191 0.087216609 0.874568294 0.103939538 1.040208769 0.123625358 1.225752444 0.145676608 1.423882169 0.169223668 1.625151668 0.19314388 1.818359549 0.216105995 1.991134182 0.236639686 2.130704038 0.2532271 2.224804503 0.264410628 2.262651195 0.268908582 2.289408032 0.272088543 2.385840689 0.283549244 2.553102606 0.303427768 

### ( )2 () ()

i 

### f a f xf b         

#  ( )2 () ()

i 

### f a f xf b         

# 2.788064948 0.331352262 3.083284442 0.366438119 3.427324925 0.407326188 3.805419769 0.452261505 4.200426948 0.499206796 4.593997163 0.54598131 4.967852143 0.590412733 5.30505806 0.630488536 5.591179394 0.664493107 5.815211646 0.691118596 5.970215226 0.709540257 6.053604703 0.719450819 6.067083236 0.721052698 6.117919233 0.727094388 6.224249552 0.739731393 6.374895409 0.757635153 6.557289308 0.779312062 6.758456348 0.803220097 6.965921724 0.827876668 7.168475145 0.85194947 7.356744419 0.874324648 7.523554273 0.894149445 7.664069776 0.910849246 7.775743865 0.924121341 7.858103718 0.933909536 7.912420055 0.940364852 7.941306831 0.94379795 7.948296805 0.944628685 7.95916133 0.945919898 7.983692226 0.948835313 8.017853531 0.952895271 8.057983662 0.957664604 8.100940704 0.962769905 8.144176759 0.967908367 8.185752197 0.97284947 8.224303365 0.977431148 8.258978008 0.981552114 8.289351862 0.985161946 8.315337953 0.988250307 8.337097663 0.990836376 8.354959967 0.992959251 8.369352701 0.99466978 8.380747589 0.996024025 8.389619063 0.99707837 8.396415741 0.997886133 8.401542718 0.998495457 8.405352501 0.998948237 8.408142436 0.999279811 8.410156619 0.99951919 8.411590625 0.999689617 8.412597719 0.999809307 8.413295568 0.9998922448.413772789 0.99994896 8.414094917 0.999987244 8.41420225 1

423.9537901**Appendix E-7c (i): Non-Continental Liquid TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryMetals

Process Heater?Rank FacilityID UnitID YES Yes Liquid No 1HIChevronKapolei AG-5060-1 YES Yes Liquid No 2HIChevronKapolei AG-5060-2 YES Yes Liquid No 3HIChevronKapolei F-5103 YES Yes Liquid No 4HIChevronKapolei F-5153 YES Yes Liquid No 5HIChevronKapolei F-5201 YES Yes Liquid No 6HIChevronKapolei F-5202 YES Yes Liquid No 7HIChevronKapolei F-5203 YES Yes Liquid No 8HIChevronKapolei F-5300Data Source Source Tab Pollutant Data TypeRun NumberTest Date Test Burning Waste? Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012 Fuel Analysis Fuel Analysis TSM8 FA Sample #11/31/2012NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0 0.000851714 -7.06825985 0**Appendix E-7c (ii): Non-Continental Liquid TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes YES Yes YES Yes YES Yes YES Yes Number of sources with test data 1 YES Yes

n 8 YES Yes n-1 7 YES Yes

Average of natural log of test run values (μ) -7.06825985

Variance of natural log of

test runs (σ2) 0

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3

Denominator for calculation of flatness of z distribution (β2z) 0

Flatness of z distribution

(β2z) #DIV/0!

Skewness of z distribution

(√β1z) 0Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0 0 0 z-value #N/A #N/A #N/A

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.000851714

exp (2μ + σ2) 7.25417E-07

exp (σ2) - 1 0

(σ2/n) + [σ4/(2(n - 1))] 0

Square root term 0

Confidence Level 99% 99.9% 99.5%

UPL #N/A #N/A #N/A

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -1.25E+00 #DIV/0! **SE Skewness** 0.87 0.87 **Skewness Test** normal #DIV/0! **Kurtosis =** -2.80E+00 #DIV/0! **SE Kurtosis** 1.73 1.73 **Kurtosis Test** normal #DIV/0! **Number of test runs =** 8 8**Appendix E-7c (ii): Non-Continental Liquid TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Heavy Liquid1HIChevronKapolei AG-5060-1 Fuel Analysis Fuel Analysis N/A Heavy Liquid2HIChevronKapolei AG-5060-2 Fuel Analysis Fuel Analysis N/A Heavy Liquid3HIChevronKapolei F-5103 Fuel Analysis Fuel Analysis N/A Heavy Liquid4HIChevronKapolei F-5153 Fuel Analysis Fuel Analysis N/A Heavy Liquid5HIChevronKapolei F-5201 Fuel Analysis Fuel Analysis

N/A Heavy Liquid6HIChevronKapolei F-5202 Fuel Analysis Fuel Analysis N/A Heavy Liquid7HIChevronKapolei F-5203 Fuel Analysis Fuel Analysis N/A Heavy Liquid8HIChevronKapolei F-5300 Fuel Analysis Fuel AnalysisPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil

TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil TSM8 0.000851714-7.06825985 1 0FA No. 6 Residual oil**Appendix E-7c (iii): Non-Continental Liquid TSM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 #DIV/0! 0

#DIV/0! -5=f(a) #DIV/0! #DIV/0! 1 -4.899 #DIV/0! #DIV/0! 2 -4.798 #DIV/0! #DIV/0! 3 -4.697 #DIV/0! #DIV/0! 4 -4.596 #DIV/0! #DIV/0! 5 -4.495 #DIV/0! #DIV/0! 6 -4.394 #DIV/0! #DIV/0! 7 -4.293 #DIV/0! #DIV/0! 8 -4.192 #DIV/0! #DIV/0! 9 -4.091 #DIV/0! #DIV/0! 10 -3.99 #DIV/0! #DIV/0! 11 -3.889 #DIV/0! #DIV/0! 12 -3.788 #DIV/0! #DIV/0! 13 -3.687 #DIV/0! #DIV/0! 14 -3.586 #DIV/0! #DIV/0! 15 -3.485 #DIV/0! #DIV/0! 16 -3.384 #DIV/0! #DIV/0! 17 -3.283 #DIV/0! #DIV/0! 18 -3.182 #DIV/0! #DIV/0! 19 -3.081 #DIV/0! #DIV/0! 20 -2.98 #DIV/0! #DIV/0! 21 -2.879 #DIV/0! #DIV/0! 22 -2.778 #DIV/0! #DIV/0! 23 -2.677 #DIV/0! #DIV/0! 24 -2.576 #DIV/0! #DIV/0! 25 -2.475 #DIV/0! #DIV/0! 26 -2.374 #DIV/0! #DIV/0! 27 -2.273 #DIV/0! #DIV/0! 28 -2.172 #DIV/0! #DIV/0! 29 -2.071 #DIV/0! #DIV/0! 30 -1.97 #DIV/0! #DIV/0! 31 -1.869 #DIV/0! #DIV/0! 32 -1.768 #DIV/0! #DIV/0! 33 -1.667 #DIV/0! #DIV/0! 34 -1.566 #DIV/0! #DIV/0! 35 -1.465 #DIV/0! #DIV/0! 36 -1.364 #DIV/0! #DIV/0! 37 -1.263 #DIV/0! #DIV/0! 38 -1.162 #DIV/0! #DIV/0! 39 -1.061 #DIV/0! #DIV/0! 40 -0.96 #DIV/0! #DIV/0! 41 -0.859 #DIV/0! #DIV/0! 42 -0.758 #DIV/0! #DIV/0! 43 -0.657 #DIV/0! #DIV/0! 44 -0.556 #DIV/0!

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## #DIV/0! 45 -0.455 #DIV/0!

#DIV/0! 46 -0.354 #DIV/0! #DIV/0! 47 -0.253 #DIV/0! #DIV/0! 48 -0.152 #DIV/0! #DIV/0! 49 -0.051 #DIV/0! #DIV/0! 50 0.05 #DIV/0! #DIV/0! 51 0.151 #DIV/0! #DIV/0! 52 0.252 #DIV/0! #DIV/0! 53 0.353 #DIV/0! #DIV/0! 54 0.454 #DIV/0! #DIV/0! 55 0.555 #DIV/0! #DIV/0! 56 0.656 #DIV/0! #DIV/0! 57 0.757 #DIV/0! #DIV/0! 58 0.858 #DIV/0! #DIV/0! 59 0.959 #DIV/0! #DIV/0! 60 1.06 #DIV/0! #DIV/0! 61 1.161 #DIV/0! #DIV/0! 62 1.262 #DIV/0! #DIV/0! 63 1.363 #DIV/0! #DIV/0! 64 1.464 #DIV/0! #DIV/0! 65 1.565 #DIV/0! #DIV/0! 66 1.666 #DIV/0! #DIV/0! 67 1.767 #DIV/0! #DIV/0! 68 1.868 #DIV/0! #DIV/0! 69 1.969 #DIV/0! #DIV/0! 70 2.07 #DIV/0! #DIV/0! 71 2.171 #DIV/0! #DIV/0! 72 2.272 #DIV/0! #DIV/0! 73 2.373 #DIV/0! #DIV/0! 74 2.474 #DIV/0! #DIV/0! 75 2.575 #DIV/0! #DIV/0! 76 2.676 #DIV/0! #DIV/0! 77 2.777 #DIV/0! #DIV/0! 78 2.878 #DIV/0! #DIV/0! 79 2.979 #DIV/0! #DIV/0! 80 3.08 #DIV/0! #DIV/0! 81 3.181 #DIV/0! #DIV/0! 82 3.282 #DIV/0! #DIV/0! 83 3.383 #DIV/0! #DIV/0! 84 3.484 #DIV/0! #DIV/0! 85 3.585 #DIV/0! #DIV/0! 86 3.686 #DIV/0! #DIV/0! 87 3.787 #DIV/0! #DIV/0! 88 3.888 #DIV/0! #DIV/0! 89 3.989 #DIV/0! #DIV/0! 90 4.09 #DIV/0! #DIV/0! 91 4.191 #DIV/0! #DIV/0! 92 4.292 #DIV/0! #DIV/0! 93 4.393 #DIV/0! #DIV/0! 94 4.494 #DIV/0! #DIV/0! 95 4.595 #DIV/0! #DIV/0! 96 4.696 #DIV/0!#DIV/0! 97 4.797 #DIV/0!

#DIV/0! 98 4.898 #DIV/0! #DIV/0! 99 4.999 #DIV/0!distribution of Z Normal distribution

1.48672E-06 #DIV/0! 2.45094E-06 #DIV/0! 3.9995E-06 #DIV/0! 6.46025E-06 #DIV/0! 1.03291E-05 #DIV/0! 1.63472E-05 #DIV/0! 2.56093E-05 #DIV/0! 3.97118E-05 #DIV/0! 6.09553E-05 #DIV/0! 9.26132E-05 #DIV/0! 0.000139285 #DIV/0! 0.000207351 #DIV/0! 0.000305546 #DIV/0! 0.000445674 #DIV/0! 0.000643469 #DIV/0! 0.000919619 #DIV/0! 0.001300942 #DIV/0! 0.001821704 #DIV/0! 0.002525035 #DIV/0! 0.003464389 #DIV/0! 0.004704958 #DIV/0! 0.006324913 #DIV/0! 0.008416337 #DIV/0! 0.011085658 #DIV/0! 0.014453386 #DIV/0! 0.018652949 #DIV/0! 0.023828414 #DIV/0! 0.030130931 #DIV/0! 0.03771375 #DIV/0! 0.046725789 #DIV/0! 0.057303789 #DIV/0! 0.069563239 #DIV/0! 0.083588399 #DIV/0! 0.099421884 #DIV/0! 0.117054396 #DIV/0! 0.136415346 #DIV/0! 0.157365126 #DIV/0! 0.179689839 #DIV/0! 0.203099244 #DIV/0! 0.227228529 #DIV/0! 0.251644341 #DIV/0! 0.275855243 #DIV/0! 0.299326439 #DIV/0! 0.321498297 #DIV/0! 0.341807853 #DIV/0! 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 #DIV/0! 0.37471238 #DIV/0! 0.386376486 #DIV/0! 0.394360216 #DIV/0! 0.398423793 #DIV/0! 0.398443914 #DIV/0! 0.394419966 #DIV/0! 0.386474058 #DIV/0! 0.374844865 #DIV/0! 0.359875719 #DIV/0! 0.34199778 #DIV/0! 0.32170943 #DIV/0! 0.299553264 #DIV/0! 0.276092166 #DIV/0! 0.25188591 #DIV/0! 0.227469632 #DIV/0! 0.203335281 #DIV/0! 0.17991684 #DIV/0! 0.157579839 #DIV/0! 0.136615273 #DIV/0! 0.117237788 #DIV/0! 0.099587708 #DIV/0! 0.083736272 #DIV/0! 0.069693339 #DIV/0! 0.05741676 #DIV/0! 0.046822635 #DIV/0! 0.037795734 #DIV/0! 0.030199481 #DIV/0! 0.023885038 #DIV/0! 0.018699163 #DIV/0! 0.014490659 #DIV/0! 0.011115369 #DIV/0! 0.008439746 #DIV/0! 0.006343145 #DIV/0! 0.004718997 #DIV/0! 0.003475077 #DIV/0! 0.002533081 #DIV/0! 0.001827693 #DIV/0! 0.001305351 #DIV/0! 0.000922829 #DIV/0! 0.00064578 #DIV/0! 0.00044732 #DIV/0! 0.000306705 #DIV/0! 0.000208159 #DIV/0! 0.000139842 #DIV/0! 9.29928E-05 #DIV/0! 6.12113E-05 #DIV/0! 3.98826E-05 #DIV/0! 2.5722E-05 #DIV/0! 1.64209E-05 #DIV/0! 1.03767E-05 #DIV/0! 6.49066E-06 #DIV/0!4.01874E-06 #DIV/0! 2.46298E-06 #DIV/0! 1.49417E-06 #DIV/0!Absolute values

#DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!#DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!Cumulative normalization

#DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! 

### ( )2 () ()

i 

### f a f xf b         

# #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!#DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0! #DIV/0!

#DIV/0!**Appendix E-8a (i): Process Gas CO Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Process GasN/A no 1WVMountainStateCarbonFollansbee YES Yes Process GasN/A no 1WVMountainStateCarbonFollansbee YES Yes Process GasN/A no 1WVMountainStateCarbonFollansbeeUnitID Data Source Source Tab Pollutant Data TypeRun Number S5 ICR Phase I Organic HAP and CO (3) CO ET Sample #1 S5 ICR Phase I Organic HAP and CO (3) CO ET Sample #2 S5 ICR Phase I Organic HAP and CO (3) CO ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 9/6/2007 3.29 1.190887565 0 9/6/2007 1.98 0.683096845 0 9/6/2007 1.99 0.688134639 0**Appendix E-8a (ii): Process Gas CO Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ) 0.854039683

Variance of natural log of

test runs (σ2) 0.085106217

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 4.543960444

Denominator for calculation of flatness of z distribution (β2z) 0.023673752

Flatness of z distribution

(β2z) 193.9408612

Skewness of z distribution

(√β1z) 0.531520749Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990810237 0.999275263 0.996006144 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 2.45123699

exp (2μ + σ2) 6.008562781

exp (σ2) - 1 0.088832713

(σ2/n) + [σ4/(2(n - 1))] 0.030179506

Square root term 1.798135116

Confidence Level 99% 99.9% 99.5%

UPL 4.54E+00 5.02E+00 4.72E+00

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.73E+00 1.73E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-8a (ii): Process Gas CO Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Process Gas1WVMountainStateCarbonFollansbee S5 ICR Phase I Organic HAP and CO (3)PollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel CO 2.420.88376754 3 2ET /Coke Oven Gas/**Appendix E-8a (iii): Process Gas CO Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 193.94086 0.5315207

1.2735E-05 -5=f(a) 3794.1609 5.09456E-05 1 -4.899 3452.7565 0.000107537 2 -4.798 3133.7268 0.000190267 3 -4.697 2836.1188 0.000309615 4 -4.596 2558.9989 0.000479491 5 -4.495 2301.4536 0.000717995 6 -4.394 2062.5892 0.0010482 7 -4.293 1841.532 0.00149887 8 -4.192 1637.428 0.002104991 9 -4.091 1449.4431 0.002907962 10 -3.99 1276.7632 0.003955244 11 -3.889 1118.5939 0.005299222 12 -3.788 974.16072 0.006995044 13 -3.687 842.70913 0.009097148 14 -3.586 723.50439 0.011654293 15 -3.485 615.83166 0.014702942 16 -3.384 518.99596 0.018259014 17 -3.283 432.32217 0.022308228 18 -3.182 355.15506 0.026795484 19 -3.081 286.85926 0.031614085 20 -2.98 226.81926 0.036595865 21 -2.879 174.43943 0.041503619 22 -2.778 129.144 0.046027438 23 -2.677 90.377096 0.049786657 24 -2.576 57.60268 0.052339014 25 -2.475 30.3046 0.053198306 26 -2.374 7.9865713 0.05453538 27 -2.273 -9.827823 0.058553356 28 -2.172 -23.59513 0.06567437 29 -2.071 -33.75202 0.076209174 30 -1.97 -40.71531 0.0903065 31 -1.869 -44.88194 0.107905466 32 -1.768 -46.62897 0.12869649 33 -1.667 -46.3136 0.152096372 34 -1.566 -44.27317 0.177242789 35 -1.465 -40.82513 0.203012311 36 -1.364 -36.26707 0.228064182 37 -1.263 -30.87673 0.250909714 38 -1.162 -24.91194 0.270004335 39 -1.061 -18.6107 0.283856454 40 -0.96 -12.19112 0.29114481 41 -0.859 -5.851443 0.291455609 42 -0.758 0.2299582 0.300012512 43 -0.657 5.894576 0.316995302 44 -0.556 11.003774

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.342071034 45 -0.455 15.438785

0.374388174 46 -0.354 19.10071 0.412613288 47 -0.253 21.910523 0.455008887 48 -0.152 23.809065 0.499546754 49 -0.051 24.757044 0.544047287 50 0.05 24.735042 0.586332559 51 0.151 23.743508 0.624379276 52 0.252 21.802761 0.656457816 53 0.353 18.952987 0.681245083 54 0.454 15.254246 0.697901735 55 0.555 10.786463 0.706108164 56 0.656 5.6494354 0.706158442 57 0.757 -0.037172 0.713805084 58 0.858 -6.133824 0.728000322 59 0.959 -12.48112 0.747412106 60 1.06 -18.89978 0.770540082 61 1.161 -25.19066 0.795833213 62 1.262 -31.13475 0.821798772 63 1.363 -36.49318 0.847094343 64 1.464 -41.00718 0.87059704 65 1.565 -44.39814 0.891447006 66 1.666 -46.36756 0.909065056 67 1.767 -46.5971 0.923146759 68 1.868 -44.74851 0.933637102 69 1.969 -40.4637 0.94069099 70 2.07 -33.36471 0.944625301 71 2.171 -23.0537 0.945867937 72 2.272 -9.112951 0.946827254 73 2.373 8.8950995 0.949480777 74 2.474 31.4279 0.953338681 75 2.575 58.962766 0.95795592 76 2.676 91.996881 0.962949854 77 2.777 131.0473 0.968009335 78 2.878 176.65094 0.972896549 79 2.979 229.36459 0.977443243 80 3.08 289.76493 0.981543028 81 3.181 358.44847 0.985141405 82 3.282 436.03163 0.988224874 83 3.383 523.15066 0.990810237 84 3.484 620.4617 0.992934869 85 3.585 728.64078 0.994648416 86 3.686 848.38375 0.996006144 87 3.787 980.40638 0.997063944 88 3.888 1125.4443 0.997874854 89 3.989 1284.2529 0.998486888 90 4.09 1457.6077 0.998941904 91 4.191 1646.3038 0.999275263 92 4.292 1851.1563 0.999516026 93 4.393 2073.0002 0.9996875 94 4.494 2312.6903 0.999807966 95 4.595 2571.1013 0.999891466 96 4.696 2849.12790.999948583 97 4.797 3147.6843

0.999987147 98 4.898 3467.7051

1 99 4.999 3810.1442distribution of Z Normal distribution

1.48672E-06 0.005640853 2.45094E-06 0.008462498 3.9995E-06 0.012533349 6.46025E-06 0.018322027 1.03291E-05 0.026432125 1.63472E-05 0.037622431 2.56093E-05 0.052821385 3.97118E-05 0.073130489 6.09553E-05 0.099809837 9.26132E-05 0.134237546 0.000139285 0.177833932 0.000207351 0.231941214 0.000305546 0.297650816 0.000445674 0.375573466 0.000643469 0.465552729 0.000919619 0.566330539 0.001300942 0.67518373 0.001821704 0.78756297 0.002525035 0.896778806 0.003464389 0.993792022 0.004704958 1.067174967 0.006324913 1.103314154 0.008416337 1.086919507 0.011085658 1.001889627 0.014453386 0.832553799 0.018652949 0.565270157 0.023828414 0.190307329 0.030130931 -0.296121445 0.03771375 -0.889860761 0.046725789 -1.57708988 0.057303789 -2.333141689 0.069563239 -3.122132967 0.083588399 -3.897640735 0.099421884 -4.604585335 0.117054396 -5.182368705 0.136415346 -5.569173824 0.157365126 -5.707172633 0.179689839 -5.548234421 0.203099244 -5.059597116 0.227228529 -4.228883016 0.251644341 -3.067827011 0.275855243 -1.614151307 0.299326439 0.068832567 0.321498297 1.895096153 0.341807853 3.761176301 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 5.553519022 0.37471238 7.157272688 0.386376486 8.465711048 0.394360216 9.38934783 0.398423793 9.863795463 0.398443914 9.855527108 0.394419966 9.364913757 0.386474058 8.426201398 0.374844865 7.104430013 0.359875719 5.489632764 0.34199778 3.688946506 0.32170943 1.81747663 0.299553264 -0.011135056 0.276092166 -1.693500886 0.25188591 -3.143817536 0.227469632 -4.29912519 0.203335281 -5.122149771 0.17991684 -5.601666422 0.157579839 -5.750588875 0.136615273 -5.602206749 0.117237788 -5.205139271 0.099587708 -4.61763926 0.083736272 -3.901867143 0.069693339 -3.118673037 0.05741676 -2.323294766 0.046822635 -1.562223724 0.037795734 -0.871331373 0.030199481 -0.275206392 0.023885038 0.212459791 0.018699163 0.587675422 0.014490659 0.854409347 0.011115369 1.022579274 0.008439746 1.106005935 0.006343145 1.12052256 0.004718997 1.082370801 0.003475077 1.006955553 0.002533081 0.907978924 0.001827693 0.796932133 0.001305351 0.68289542 0.000922829 0.572580095 0.00064578 0.47054194 0.00044732 0.379498945 0.000306705 0.300695884 0.000208159 0.234270842 0.000139842 0.179592193 9.29928E-05 0.135547012 6.12113E-05 0.100772364 3.98826E-05 0.073828916 2.5722E-05 0.053321756 1.64209E-05 0.037976422 1.03767E-05 0.026679457 6.49066E-06 0.0184927174.01874E-06 0.012649714 2.46298E-06 0.008540871 1.49417E-06 0.005693007Absolute values

0.005640853 0.000284863 0.008462498 0.000854712 0.012533349 0.001265868 0.018322027 0.001850525 0.026432125 0.002669645 0.037622431 0.003799866 0.052821385 0.00533496 0.073130489 0.007386179 0.099809837 0.010080794 0.134237546 0.013557992 0.177833932 0.017961227 0.231941214 0.023426063 0.297650816 0.030062732 0.375573466 0.03793292 0.465552729 0.047020826 0.566330539 0.057199384 0.67518373 0.068193557 0.78756297 0.07954386 0.896778806 0.090574659 0.993792022 0.100372994 1.067174967 0.107784672 1.103314154 0.11143473 1.086919507 0.10977887 1.001889627 0.101190852 0.832553799 0.084087934 0.565270157 0.057092286 0.190307329 0.01922104 0.296121445 0.029908266 0.889860761 0.089875937 1.57708988 0.159286078 2.333141689 0.235647311 3.122132967 0.31533543 3.897640735 0.393661714 4.604585335 0.465063119 5.182368705 0.523419239 5.569173824 0.562486556 5.707172633 0.576424436 5.548234421 0.560371676 5.059597116 0.511019309 4.228883016 0.427117185 3.067827011 0.309850528 1.614151307 0.163029282 0.068832567 0.006952089 1.895096153 0.191404711 3.761176301 0.379878806 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 5.553519022 0.560905421 7.157272688 0.722884541 8.465711048 0.855036816 9.38934783 0.948324131 9.863795463 0.996243342 9.855527108 0.995408238 9.364913757 0.945856289 8.426201398 0.851046341 7.104430013 0.717547431 5.489632764 0.554452909 3.688946506 0.372583597 1.81747663 0.18356514 0.011135056 0.001124641 1.693500886 0.17104359 3.143817536 0.317525571 4.29912519 0.434211644 5.122149771 0.517337127 5.601666422 0.565768309 5.750588875 0.580809476 5.602206749 0.565822882 5.205139271 0.525719066 4.61763926 0.466381565 3.901867143 0.394088581 3.118673037 0.314985977 2.323294766 0.234652771 1.562223724 0.157784596 0.871331373 0.088004469 0.275206392 0.027795846 0.212459791 0.021458439 0.587675422 0.059355218 0.854409347 0.086295344 1.022579274 0.103280507 1.106005935 0.111706599 1.12052256 0.113172779 1.082370801 0.109319451 1.006955553 0.101702511 0.907978924 0.091705871 0.796932133 0.080490145 0.68289542 0.068972437 0.572580095 0.05783059 0.47054194 0.047524736 0.379498945 0.038329393 0.300695884 0.030370284 0.234270842 0.023661355 0.179592193 0.018138811 0.135547012 0.013690248 0.100772364 0.010178009 0.073828916 0.007456721 0.053321756 0.005385497 0.037976422 0.003835619 0.026679457 0.002694625 0.018492717 0.0018677640.012649714 0.001277621 0.008540871 0.000862628 0.005693007 0.000287497Cumulative normalization

0.000284863 1.2735E-05 0.001139575 5.09456E-05 0.002405444 0.000107537 0.004255968 0.000190267 0.006925613 0.000309615 0.010725479 0.000479491 0.016060438 0.000717995 0.023446618 0.0010482 0.033527411 0.00149887 0.047085404 0.002104991 0.065046631 0.002907962 0.088472693 0.003955244 0.118535426 0.005299222 0.156468346 0.006995044 0.203489171 0.009097148 0.260688556 0.011654293 0.328882113 0.014702942 0.408425972 0.018259014 0.499000632 0.022308228 0.599373626 0.026795484 0.707158298 0.031614085 0.818593027 0.036595865 0.928371898 0.041503619 1.02956275 0.046027438 1.113650684 0.049786657 1.170742969 0.052339014 1.18996401 0.053198306 1.219872276 0.05453538 1.309748212 0.058553356 1.46903429 0.06567437 1.704681601 0.076209174 2.020017031 0.0903065 2.413678745 0.107905466 2.878741864 0.12869649 3.402161103 0.152096372 3.964647659 0.177242789 4.541072095 0.203012311 5.101443771 0.228064182 5.61246308 0.250909714 6.039580265 0.270004335 6.349430793 0.283856454 6.512460075 0.29114481 6.519412164 0.291455609 6.710816875 0.300012512 7.090695682 0.316995302 

### ( )2 () ()

i 

### f a f xf b         

# 7.651601103 0.342071034 8.374485645 0.374388174 9.22952246 0.412613288 10.17784659 0.455008887 11.17408993 0.499546754 12.16949817 0.544047287 13.11535446 0.586332559 13.9664008 0.624379276 14.68394823 0.656457816 15.23840114 0.681245083 15.61098474 0.697901735 15.79454988 0.706108164 15.79567452 0.706158442 15.96671811 0.713805084 16.28424368 0.728000322 16.71845532 0.747412106 17.23579245 0.770540082 17.80156076 0.795833213 18.38237024 0.821798772 18.94819312 0.847094343 19.47391218 0.87059704 19.94029375 0.891447006 20.33438233 0.909065056 20.64936831 0.923146759 20.88402108 0.933637102 21.04180568 0.94069099 21.12981014 0.944625301 21.15760599 0.945867937 21.17906443 0.946827254 21.23841965 0.949480777 21.32471499 0.953338681 21.4279955 0.95795592 21.5397021 0.962949854 21.65287487 0.968009335 21.76219433 0.972896549 21.86389684 0.977443243 21.95560271 0.981543028 22.03609285 0.985141405 22.10506529 0.988224874 22.16289588 0.990810237 22.21042062 0.992934869 22.24875001 0.994648416 22.27912029 0.996006144 22.30278165 0.997063944 22.32092046 0.997874854 22.33461071 0.998486888 22.34478872 0.998941904 22.35224544 0.999275263 22.35763094 0.999516026 22.36146655 0.9996875 22.36416118 0.999807966 22.36602894 0.99989146622.36730656 0.999948583 22.36816919 0.999987147 22.36845669 1

1128.818509**Appendix E-8b (i): Process Gas HCl Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Process Gas no 1WVMountainStateCarbonFollansbee YES Yes Process Gas no 1WVMountainStateCarbonFollansbee YES Yes Process Gas no 1WVMountainStateCarbonFollansbeeUnitID Data Source Source Tab Pollutant Data TypeRun Number S1 ICR Phase II - Test Report Phase II HCl From Test Report Hydrogen Chloride (HCl)

ET Sample #1 S1 ICR Phase II - Test Report Phase II HCl From Test Report Hydrogen Chloride (HCl)

ET Sample #2 S1 ICR Phase II - Test Report Phase II HCl From Test Report Hydrogen Chloride (HCl)

ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 10/22/2009 0.0014 -6.571283042 0 10/22/2009 0.0012 -6.725433722 0 10/23/2009 0.0011 -6.812445099 0**Appendix E-8b (ii): Process Gas HCl Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-6.703053955

Variance of natural log of

test runs (σ2) 0.014915425

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.243843109

Denominator for calculation of flatness of z distribution (β2z) 0.000677452

Flatness of z distribution

(β2z) 4790.302599

Skewness of z distribution

(√β1z) 0.213387934Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815425 0.999274635 0.996005641 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.001236344

exp (2μ + σ2) 1.52855E-06

exp (σ2) - 1 0.015027215

(σ2/n) + [σ4/(2(n - 1))] 0.005027426

Square root term 0.00037158

Confidence Level 99% 99.9% 99.5%

UPL 1.67E-03 1.77E-03 1.71E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 9.35E-01 7.97E-01 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-8b (ii): Process Gas HCl Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Process Gas1WVMountainStateCarbonFollansbee S1 ICR Phase II - Test Report Phase II HCl From Test ReportPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Hydrogen Chloride (HCl)

0.001233333-6.698034748 3 2ET Coke Oven Gas**Appendix E-8b (iii): Process Gas HCl Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 4790.3026 0.2133879

1.28169E-05 -5=f(a) 95344.198 5.12747E-05 1 -4.899 86768.885 0.000108235 2 -4.798 78755.213 0.000191508 3 -4.697 71279.268 0.000311646 4 -4.596 64317.634 0.000482654 5 -4.495 57847.393 0.000722759 6 -4.394 51846.125 0.001055199 7 -4.293 46291.908 0.001508942 8 -4.192 41163.319 0.002119227 9 -4.091 36439.433 0.002927756 10 -3.99 32099.823 0.003982336 11 -3.889 28124.558 0.005335743 12 -3.788 24494.209 0.007043529 13 -3.687 21189.844 0.00916053 14 -3.586 18193.026 0.011735847 15 -3.485 15485.821 0.014806165 16 -3.384 13050.79 0.018387422 17 -3.283 10870.993 0.022465041 18 -3.182 8929.9875 0.026983191 19 -3.081 7211.831 0.031833855 20 -2.98 5701.0776 0.036846797 21 -2.879 4382.78 0.041781831 22 -2.778 3242.4889 0.046324995 23 -2.677 2266.2536 0.050090367 24 -2.576 1440.6211 0.052629127 25 -2.475 752.6369 0.05344718 26 -2.374 189.84445 0.054862313 27 -2.273 -259.7145 0.0590055 28 -2.172 -607.5001 0.066310114 29 -2.071 -864.4744 0.077098703 30 -1.97 -1041.101 0.0915319 31 -1.869 -1147.346 0.109560285 32 -1.768 -1192.676 0.130884708 33 -1.667 -1186.06 0.154930742 34 -1.566 -1135.971 0.180842588 35 -1.465 -1050.38 0.207500549 36 -1.364 -936.7635 0.233564408 37 -1.263 -802.0966 0.257542566 38 -1.162 -652.8584 0.277884024 39 -1.061 -495.0291 0.293087404 40 -0.96 -334.0908 0.301818638 41 -0.859 -175.0274 0.303027058 42 -0.758 -22.32462 0.310005466 43 -0.657 120.02984 0.325368548 44 -0.556 248.54659

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348801598 45 -0.455 360.23439

0.37947071 46 -0.354 452.60013 0.416058768 47 -0.253 523.64889 0.456842737 48 -0.152 571.88393 0.49980661 49 -0.051 596.30667 0.542780579 50 0.05 596.41668 0.583594106 51 0.151 572.21172 0.620229061 52 0.252 524.18771 0.650959085 53 0.353 453.33874 0.674462836 54 0.454 361.15708 0.689901653 55 0.555 249.63315 0.696955953 56 0.656 121.25555 0.698092935 57 0.757 -20.98896 0.706761174 58 0.858 -173.6154 0.721913102 59 0.959 -332.6408 0.742216688 60 1.06 -493.5837 0.76617147 61 1.161 -651.4649 0.79222628 62 1.262 -800.8065 0.818888398 63 1.363 -935.6329 0.844815731 64 1.464 -1049.47 0.868886192 65 1.565 -1135.346 0.890241322 66 1.666 -1185.791 0.908304014 67 1.767 -1192.835 0.922772612 68 1.868 -1148.013 0.933595533 69 1.969 -1042.359 0.940931684 70 2.07 -866.4109 0.945102382 71 2.171 -610.2073 0.946540255 72 2.272 -263.2889 0.947340631 73 2.373 185.30178 0.949866687 74 2.474 747.02037 0.953623949 75 2.575 1433.8207 0.958163011 76 2.676 2258.1546 0.963097246 77 2.777 3232.9724 0.968111955 78 2.878 4371.7223 0.972966232 79 2.979 5688.3508 0.977489192 80 3.08 7197.3026 0.981572261 81 3.181 8913.5204 0.985159163 82 3.282 10852.445 0.988234983 83 3.383 13030.016 0.990815425 84 3.484 15462.671 0.992937032 85 3.585 18167.344 0.99464883 86 3.686 21161.47 0.996005641 87 3.787 24462.981 0.99706304 88 3.888 28090.306 0.997873854 89 3.989 32062.374 0.998485954 90 4.09 36398.61 0.998941112 91 4.191 41118.941 0.999274635 92 4.292 46243.787 0.999515555 93 4.393 51794.07 0.999687167 94 4.494 57791.209 0.999807745 95 4.595 64257.121 0.999891333 96 4.696 71214.2220.999948516 97 4.797 78685.425

0.99998713 98 4.898 86694.141

1 99 4.999 95264.281distribution of Z Normal distribution

1.48672E-06 0.14175008 2.45094E-06 0.212665309 3.9995E-06 0.314981685 6.46025E-06 0.460481664 1.03291E-05 0.664342522 1.63472E-05 0.945645639 2.56093E-05 1.327740917 3.97118E-05 1.838333442 6.09553E-05 2.509120522 9.26132E-05 3.374772003 0.000139285 4.471023031 0.000207351 5.831646615 0.000305546 7.484105368 0.000445674 9.443760319 0.000643469 11.70665046 0.000919619 14.24105628 0.001300942 16.97832277 0.001821704 19.80372903 0.002525035 22.548527 0.003464389 24.98458713 0.004704958 26.82332795 0.006324913 27.72070095 0.008416337 27.28988097 0.011085658 25.12291351 0.014453386 20.821854 0.018652949 14.03889756 0.023828414 4.52369209 0.030130931 -7.825440431 0.03771375 -22.91110832 0.046725789 -40.39324638 0.057303789 -59.6590289 0.069563239 -79.81307196 0.083588399 -99.69384437 0.099421884 -117.9203581 0.117054396 -132.9704024 0.136415346 -143.2880143 0.157365126 -147.4139003 0.179689839 -144.1286163 0.203099244 -132.5950546 0.227228529 -112.4847369 0.251644341 -84.07205293 0.275855243 -48.28221382 0.299326439 -6.682348865 0.321498297 38.58938887 0.341807853 84.95517752 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 129.5807005 0.37471238 169.5948702 0.386376486 202.3256187 0.394360216 225.5282719 0.398423793 237.5827643 0.398443914 237.6385953 0.394419966 225.6917261 0.386474058 202.5849511 0.374844865 169.9317003 0.359875719 129.9716647 0.34199778 85.37398388 0.32170943 39.00905367 0.299553264 -6.287311475 0.276092166 -47.9338635 0.25188591 -83.78752902 0.227469632 -112.275313 0.203335281 -132.465789 0.17991684 -144.0785776 0.157579839 -147.4368892 0.136615273 -143.373658 0.117237788 -133.105474 0.099587708 -118.0901661 0.083736272 -99.88355287 0.069693339 -80.00883773 0.05741676 -59.84887635 0.046822635 -40.56764219 0.037795734 -23.06323346 0.030199481 -7.951188286 0.023885038 4.425940109 0.018699163 13.96865543 0.014490659 20.77700658 0.011115369 25.10022209 0.008439746 27.28546699 0.006343145 27.73046987 0.004718997 26.84330969 0.003475077 25.01118338 0.002533081 22.57866679 0.001827693 19.83494269 0.001305351 17.00874939 0.000922829 14.26940201 0.00064578 11.73211502 0.00044732 9.465947061 0.000306705 7.502927223 0.000208159 5.847237239 0.000139842 4.483658899 9.29928E-05 3.384808544 6.12113E-05 2.516943079 3.98826E-05 1.84432224 2.5722E-05 1.332248223 1.64209E-05 0.948982821 1.03767E-05 0.666774615 6.49066E-06 0.4622272124.01874E-06 0.316215981 2.46298E-06 0.213525514 1.49417E-06 0.142341124Absolute values

0.14175008 0.007158379 0.212665309 0.021479196 0.314981685 0.03181315 0.460481664 0.046508648 0.664342522 0.067098595 0.945645639 0.09551021 1.327740917 0.134101833 1.838333442 0.185671678 2.509120522 0.253421173 3.374772003 0.340851972 4.471023031 0.451573326 5.831646615 0.588996308 7.484105368 0.755894642 9.443760319 0.953819792 11.70665046 1.182371696 14.24105628 1.438346684 16.97832277 1.7148106 19.80372903 2.000176632 22.548527 2.277401227 24.98458713 2.5234433 26.82332795 2.709156123 27.72070095 2.799790796 27.28988097 2.756277978 25.12291351 2.537414265 20.821854 2.103007254 14.03889756 1.417928654 4.52369209 0.456892901 7.825440431 0.790369483 22.91110832 2.31402194 40.39324638 4.079717884 59.6590289 6.025561919 79.81307196 8.061120268 99.69384437 10.06907828 117.9203581 11.90995617 132.9704024 13.43001064 143.2880143 14.47208944 147.4139003 14.88880393 144.1286163 14.55699025 132.5950546 13.39210051 112.4847369 11.36095842 84.07205293 8.491277346 48.28221382 4.876503596 6.682348865 0.674917235 38.58938887 3.897528276 84.95517752 8.58047293 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 129.5807005 13.08765075 169.5948702 17.1290819 202.3256187 20.43488749 225.5282719 22.77835546 237.5827643 23.9958592 237.6385953 24.00149812 225.6917261 22.79486433 202.5849511 20.46108007 169.9317003 17.16310173 129.9716647 13.12713814 85.37398388 8.622772372 39.00905367 3.93991442 6.287311475 0.635018459 47.9338635 4.841320213 83.78752902 8.462540431 112.275313 11.33980661 132.465789 13.37904468 144.0785776 14.55193633 147.4368892 14.8911258 143.373658 14.48073946 133.105474 13.44365287 118.0901661 11.92710677 99.88355287 10.08823884 80.00883773 8.080892611 59.84887635 6.044736511 40.56764219 4.097331862 23.06323346 2.329386579 7.951188286 0.803070017 4.425940109 0.447019951 13.96865543 1.410834198 20.77700658 2.098477665 25.10022209 2.535122431 27.28546699 2.755832166 27.73046987 2.800777457 26.84330969 2.711174279 25.01118338 2.526129521 22.57866679 2.280445346 19.83494269 2.003329212 17.00874939 1.717883688 14.26940201 1.441209603 11.73211502 1.184943617 9.465947061 0.956060653 7.502927223 0.75779565 5.847237239 0.590570961 4.483658899 0.452849549 3.384808544 0.341865663 2.516943079 0.254211251 1.84432224 0.186276546 1.332248223 0.134557071 0.948982821 0.095847265 0.666774615 0.067344236 0.462227212 0.0466849480.316215981 0.031937814 0.213525514 0.021566077 0.142341124 0.007188227Cumulative normalization

0.007158379 1.28169E-05 0.028637575 5.12747E-05 0.060450725 0.000108235 0.106959373 0.000191508 0.174057968 0.000311646 0.269568178 0.000482654 0.40367001 0.000722759 0.589341688 0.001055199 0.842762861 0.001508942 1.183614833 0.002119227 1.635188159 0.002927756 2.224184467 0.003982336 2.980079109 0.005335743 3.933898902 0.007043529 5.116270598 0.00916053 6.554617282 0.011735847 8.269427882 0.014806165 10.26960451 0.018387422 12.54700574 0.022465041 15.07044904 0.026983191 17.77960516 0.031833855 20.57939596 0.036846797 23.33567394 0.041781831 25.8730882 0.046324995 27.97609546 0.050090367 29.39402411 0.052629127 29.85091701 0.05344718 30.64128649 0.054862313 32.95530843 0.0590055 37.03502632 0.066310114 43.06058824 0.077098703 51.1217085 0.0915319 61.19078679 0.109560285 73.10074296 0.130884708 86.53075359 0.154930742 101.002843 0.180842588 115.891647 0.207500549 130.4486372 0.233564408 143.8407377 0.257542566 155.2016961 0.277884024 163.6929735 0.293087404 168.5694771 0.301818638 169.2443943 0.303027058 173.1419226 0.310005466 181.7223955 0.325368548 

### ( )2 () ()

i 

### f a f xf b         

# 194.8100463 0.348801598 211.9391282 0.37947071 232.3740157 0.416058768 255.1523711 0.456842737 279.1482303 0.49980661 303.1497284 0.542780579 325.9445928 0.583594106 346.4056728 0.620229061 363.5687746 0.650959085 376.6959127 0.674462836 385.3186851 0.689901653 389.2585995 0.696955953 389.893618 0.698092935 394.7349382 0.706761174 403.1974786 0.721913102 414.5372852 0.742216688 427.9163299 0.76617147 442.4682662 0.79222628 457.359392 0.818888398 471.8401315 0.844815731 485.2837844 0.868886192 497.2108912 0.890241322 507.29913 0.908304014 515.3800226 0.922772612 521.4247591 0.933595533 525.522091 0.940931684 527.8514776 0.945102382 528.6545476 0.946540255 529.1015675 0.947340631 530.5124017 0.949866687 532.6108794 0.953623949 535.1460018 0.958163011 537.901834 0.963097246 540.7026114 0.968111955 543.4137857 0.972966232 545.9399152 0.977489192 548.2203606 0.981572261 550.2236898 0.985159163 551.9415735 0.988234983 553.3827831 0.990815425 554.5677267 0.992937032 555.5237874 0.99464883 556.281583 0.996005641 556.872154 0.99706304 557.3250035 0.997873854 557.6668692 0.998485954 557.9210804 0.998941112 558.107357 0.999274635 558.241914 0.999515555 558.3377613 0.999687167 558.4051055 0.999807745 558.4517905 0.999891333558.4837283 0.999948516 558.5052944 0.99998713 558.5124826 1

28202.08961**Appendix E-8c (i): Process Gas Hg Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Process Gas no 1WVMountainStateCarbonFollansbee YES Yes Process Gas no 1WVMountainStateCarbonFollansbee YES Yes Process Gas no 1WVMountainStateCarbonFollansbeeUnitID Data Source Source Tab Pollutant Data TypeRun Number S1 ICR Phase II - Test Report Phase II Metals From Test Report Mercury (Hg)ET Sample #1 S1 ICR Phase II - Test Report Phase II Metals From Test Report Mercury (Hg)ET Sample #2 S1 ICR Phase II - Test Report Phase II Metals From Test Report Mercury (Hg)ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 10/19/2009 0.00000688 -11.88689191 0 10/19/2009 0.00000582 -12.0542103 0 10/20/2009 0.00000591 -12.03886473 0**Appendix E-8c (ii): Process Gas Hg Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-11.99332231

Variance of natural log of

test runs (σ2) 0.008554445

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.138569142

Denominator for calculation of flatness of z distribution (β2z) 0.000221423

Flatness of z distribution

(β2z) 14176.54084

Skewness of z distribution

(√β1z) 0.161000753Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815196 0.999274598 0.99600549 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 6.21189E-06

exp (2μ + σ2) 3.85876E-11

exp (σ2) - 1 0.008591139

(σ2/n) + [σ4/(2(n - 1))] 0.002869776

Square root term 1.41109E-06

Confidence Level 99% 99.9% 99.5%

UPL 7.85E-06 8.23E-06 7.99E-06

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** 1.69E+00 1.68E+00 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-8c (ii): Process Gas Hg Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Process Gas1WVMountainStateCarbonFollansbee S1 ICR Phase II - Test Report Phase II Metals From Test ReportPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Mercury (Hg)6.20333E-06-11.99042378 3 2ET Coke Oven Gas**Appendix E-8c (iii): Process Gas Hg Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 14176.541 0.1610008

1.28184E-05 -5=f(a) 282287.74 5.12809E-05 1 -4.899 256898.65 0.000108248 2 -4.798 233172.42 0.000191531 3 -4.697 211038.23 0.000311683 4 -4.596 190426.76 0.000482712 5 -4.495 171270.15 0.000722846 6 -4.394 153502.04 0.001055326 7 -4.293 137057.5 0.001509123 8 -4.192 121873.13 0.002119482 9 -4.091 107886.96 0.002928106 10 -3.99 95038.514 0.003982811 11 -3.889 83268.791 0.005336375 12 -3.788 72520.262 0.007044356 13 -3.687 62736.874 0.009161594 14 -3.586 53864.048 0.01173719 15 -3.485 45848.679 0.014807827 16 -3.384 38639.141 0.018389435 17 -3.283 32185.277 0.022467421 18 -3.182 26438.411 0.026985925 19 -3.081 21351.337 0.031836889 20 -2.98 16878.326 0.03685002 21 -2.879 12975.124 0.041785052 22 -2.778 9598.9515 0.046327921 23 -2.677 6708.5045 0.050092575 24 -2.576 4263.9532 0.052630037 25 -2.475 2226.9429 0.05344603 26 -2.374 560.59381 0.054864197 27 -2.273 -770.4988 0.059011628 28 -2.172 -1800.265 0.066321947 29 -2.071 -2561.16 0.077117966 30 -1.97 -3084.163 0.091560582 31 -1.869 -3398.78 0.109600633 32 -1.768 -3533.042 0.130939201 33 -1.667 -3513.503 0.155002062 34 -1.566 -3365.244 0.18093357 35 -1.465 -3111.871 0.207614128 36 -1.364 -2775.514 0.233703556 37 -1.263 -2376.83 0.257710224 38 -1.162 -1934.998 0.27808303 39 -1.061 -1467.726 0.293320426 40 -0.96 -991.244 0.302088113 41 -0.859 -520.3083 0.303335136 42 -0.758 -68.20035 0.310273114 43 -0.657 353.27363 0.325594293 44 -0.556 733.78213

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.348984335 45 -0.455 1064.4686

0.379609706 46 -0.354 1337.9513 0.416153652 47 -0.253 1548.3236 0.456893477 48 -0.152 1691.1536 0.499813494 49 -0.051 1763.4844 0.542744183 50 0.05 1763.8338 0.583515268 51 0.151 1692.1948 0.62010885 52 0.252 1550.0352 0.650798774 53 0.353 1340.2976 0.674263883 54 0.454 1067.3996 0.689665682 55 0.555 737.23366 0.696684732 56 0.656 357.16719 0.697855063 57 0.757 -63.95753 0.706554638 58 0.858 -515.8233 0.72173579 59 0.959 -986.638 0.742066416 60 1.06 -1463.135 0.766045998 61 1.161 -1930.571 0.792123344 62 1.262 -2372.731 0.818805738 63 1.363 -2771.923 0.84475112 64 1.464 -3108.979 0.868837465 65 1.565 -3363.259 0.89020641 66 1.666 -3512.646 0.908280964 67 1.767 -3533.548 0.922759613 68 1.868 -3400.899 0.933590933 69 1.969 -3088.159 0.940933998 70 2.07 -2567.311 0.945110299 71 2.171 -1808.864 0.946552639 72 2.272 -781.8531 0.947349517 73 2.373 546.1637 0.949872887 74 2.474 2209.1015 0.953628127 75 2.575 4242.351 0.958165703 76 2.676 6682.7776 0.963098876 77 2.777 9568.7216 0.968112847 78 2.878 12939.998 0.972966633 79 2.979 16837.898 0.977489281 80 3.08 21305.186 0.981572167 81 3.181 26386.102 0.985158973 82 3.282 32126.36 0.988234755 83 3.383 38573.152 0.990815196 84 3.484 45775.141 0.992936821 85 3.585 53782.467 0.994648648 86 3.686 62646.744 0.99600549 87 3.787 72421.063 0.99706292 88 3.888 83159.986 0.99787376 89 3.989 94919.555 0.998485884 90 4.09 107757.28 0.99894106 91 4.191 121732.16 0.999274598 92 4.292 136904.64 0.999515529 93 4.393 153336.68 0.99968715 94 4.494 171091.68 0.999807734 95 4.595 190234.53 0.999891326 96 4.696 210831.610.999948513 97 4.797 232950.73

0.999987129 98 4.898 256661.22

1 99 4.999 282033.88distribution of Z Normal distribution

1.48672E-06 0.419682687 2.45094E-06 0.629643121 3.9995E-06 0.93257371 6.46025E-06 1.363359043 1.03291E-05 1.966934801 1.63472E-05 2.799795551 2.56093E-05 3.931073631 3.97118E-05 5.442795585 6.09553E-05 7.428807354 9.26132E-05 9.991754941 0.000139285 13.23743714 0.000207351 17.26584144 0.000305546 22.15826906 0.000445674 27.96018747 0.000643469 34.65985085 0.000919619 42.16331974 0.001300942 50.26728742 0.001821704 58.63204393 0.002525035 66.75790062 0.003464389 73.96933274 0.004704958 79.41180516 0.006324913 82.066526 0.008416337 80.78801469 0.011085658 74.36819014 0.014453386 61.62856332 0.018652949 41.53905119 0.023828414 13.35806159 0.030130931 -23.21584632 0.03771375 -67.8947415 0.046725789 -119.6722039 0.057303789 -176.7342214 0.069563239 -236.4301536 0.083588399 -295.3212883 0.099421884 -349.3190456 0.117054396 -393.9165736 0.136415346 -424.5069113 0.157365126 -436.7691059 0.179689839 -427.0921161 0.203099244 -392.9966751 0.227228529 -333.5092216 0.251644341 -249.4409412 0.275855243 -143.5297855 0.299326439 -20.41416772 0.321498297 113.5768707 0.341807853 250.8124938 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 382.9023267 0.37471238 501.3469277 0.386376486 598.235841 0.394360216 666.9237053 0.398423793 702.6141271 0.398443914 702.7888478 0.394419966 667.4354324 0.386474058 599.0484005 0.374844865 502.4036759 0.359875719 384.1311973 0.34199778 252.1322761 0.32170943 114.9040534 0.299553264 -19.15868598 0.276092166 -142.4147714 0.25188591 -248.520215 0.227469632 -332.8187103 0.203335281 -392.5532783 0.17991684 -426.8943265 0.157579839 -436.7991492 0.136615273 -424.7340334 0.117237788 -394.301028 0.099587708 -349.8163161 0.083736272 -295.8861179 0.069693339 -237.0200332 0.05741676 -177.3120966 0.046822635 -120.2082776 0.037795734 -68.36736103 0.030199481 -23.61155754 0.023885038 13.04514078 0.018699163 41.30834897 0.014490659 61.47446234 0.011115369 74.28153854 0.008439746 80.75758239 0.006343145 82.08028961 0.004718997 79.4579882 0.003475077 74.03716948 0.002533081 66.83812595 0.001827693 58.7171375 0.001305351 50.3515162 0.000922829 42.24263041 0.00064578 34.73166341 0.00044732 28.02313606 0.000306705 22.21192759 0.000208159 17.31046178 0.000139842 13.27371796 9.29928E-05 10.02065089 6.12113E-05 7.451381405 3.98826E-05 5.46011249 2.5722E-05 3.944129501 1.64209E-05 2.809476886 1.03767E-05 1.97400002 6.49066E-06 1.3684360014.01874E-06 0.936167582 2.46298E-06 0.632150215 1.49417E-06 0.421406831Absolute values

0.419682687 0.021193976 0.629643121 0.063593955 0.93257371 0.094189945 1.363359043 0.137699263 1.966934801 0.198660415 2.799795551 0.282779351 3.931073631 0.397038437 5.442795585 0.549722354 7.428807354 0.750309543 9.991754941 1.009167249 13.23743714 1.336981152 17.26584144 1.743849986 22.15826906 2.237985175 27.96018747 2.823978935 34.65985085 3.500644936 42.16331974 4.258495294 50.26728742 5.07699603 58.63204393 5.921836437 66.75790062 6.742547963 73.96933274 7.470902607 79.41180516 8.020592321 82.066526 8.288719126 80.78801469 8.159589483 74.36819014 7.511187205 61.62856332 6.224484895 41.53905119 4.19544417 13.35806159 1.34916422 23.21584632 2.344800479 67.8947415 6.857368892 119.6722039 12.08689259 176.7342214 17.85015636 236.4301536 23.87944551 295.3212883 29.82745012 349.3190456 35.2812236 393.9165736 39.78557393 424.5069113 42.87519804 436.7691059 44.11367969 427.0921161 43.13630372 392.9966751 39.69266419 333.5092216 33.68443138 249.4409412 25.19353506 143.5297855 14.49650833 20.41416772 2.06183094 113.5768707 11.47126394 250.8124938 25.33206187 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 382.9023267 38.67313499 501.3469277 50.6360397 598.235841 60.42181994 666.9237053 67.35929424 702.6141271 70.96402683 702.7888478 70.98167363 667.4354324 67.41097868 599.0484005 60.50388845 502.4036759 50.74277127 384.1311973 38.79725093 252.1322761 25.46535988 114.9040534 11.60530939 19.15868598 1.935027284 142.4147714 14.38389192 248.520215 25.10054172 332.8187103 33.61468974 392.5532783 39.64788111 426.8943265 43.11632698 436.7991492 44.11671407 424.7340334 42.89813737 394.301028 39.82440383 349.8163161 35.33144792 295.8861179 29.88449791 237.0200332 23.93902335 177.3120966 17.90852176 120.2082776 12.14103604 68.36736103 6.905103464 23.61155754 2.384767312 13.04514078 1.317559219 41.30834897 4.172143246 61.47446234 6.208920696 74.28153854 7.502435392 80.75758239 8.156515822 82.08028961 8.29010925 79.4579882 8.025256808 74.03716948 7.477754117 66.83812595 6.75065072 58.7171375 5.930430887 50.3515162 5.085503136 42.24263041 4.266505672 34.73166341 3.507898005 28.02313606 2.830336742 22.21192759 2.243404686 17.31046178 1.748356639 13.27371796 1.340645514 10.02065089 1.01208574 7.451381405 0.752589522 5.46011249 0.551471361 3.944129501 0.39835708 2.809476886 0.283757165 1.97400002 0.199374002 1.368436001 0.1382120360.936167582 0.094552926 0.632150215 0.063847172 0.421406831 0.021281045Cumulative normalization

0.021193976 1.28184E-05 0.084787931 5.12809E-05 0.178977876 0.000108248 0.316677139 0.000191531 0.515337554 0.000311683 0.798116905 0.000482712 1.195155341 0.000722846 1.744877695 0.001055326 2.495187238 0.001509123 3.504354487 0.002119482 4.841335639 0.002928106 6.585185625 0.003982811 8.823170799 0.005336375 11.64714973 0.007044356 15.14779467 0.009161594 19.40628996 0.01173719 24.48328599 0.014807827 30.40512243 0.018389435 37.14767039 0.022467421 44.618573 0.026985925 52.63916532 0.031836889 60.92788445 0.03685002 69.08747393 0.041785052 76.59866114 0.046327921 82.82314603 0.050092575 87.0185902 0.052630037 88.36775442 0.05344603 90.7125549 0.054864197 97.56992379 0.059011628 109.6568164 0.066321947 127.5069727 0.077117966 151.3864183 0.091560582 181.2138684 0.109600633 216.495092 0.130939201 256.2806659 0.155002062 299.155864 0.18093357 343.2695436 0.207614128 386.4058474 0.233703556 426.0985116 0.257710224 459.7829429 0.27808303 484.976478 0.293320426 499.4729863 0.302088113 501.5348173 0.303335136 513.0060812 0.310273114 538.3381431 0.325594293 

### ( )2 () ()

i 

### f a f xf b         

# 577.0112781 0.348984335 627.6473178 0.379609706 688.0691377 0.416153652 755.428432 0.456893477 826.3924588 0.499813494 897.3741324 0.542744183 964.7851111 0.583515268 1025.289 0.62010885 1076.031771 0.650798774 1114.829022 0.674263883 1140.294382 0.689665682 1151.899691 0.696684732 1153.834718 0.697855063 1168.21861 0.706554638 1193.319152 0.72173579 1226.933842 0.742066416 1266.581723 0.766045998 1309.69805 0.792123344 1353.814764 0.818805738 1396.712901 0.84475112 1436.537305 0.868837465 1471.868753 0.89020641 1501.753251 0.908280964 1525.692274 0.922759613 1543.600796 0.933590933 1555.741832 0.940933998 1562.646935 0.945110299 1565.031703 0.946552639 1566.349262 0.947349517 1570.521405 0.949872887 1576.730326 0.953628127 1584.232761 0.958165703 1592.389277 0.963098876 1600.679386 0.968112847 1608.704643 0.972966633 1616.182397 0.977489281 1622.933048 0.981572167 1628.863479 0.985158973 1633.948982 0.988234755 1638.215488 0.990815196 1641.723386 0.992936821 1644.553723 0.994648648 1646.797127 0.99600549 1648.545484 0.99706292 1649.886129 0.99787376 1650.898215 0.998485884 1651.650805 0.99894106 1652.202276 0.999274598 1652.600633 0.999515529 1652.88439 0.99968715 1653.083764 0.999807734 1653.221976 0.9998913261653.316529 0.999948513 1653.380376 0.999987129 1653.401657 1

83489.22172**Appendix E-8d (i): Process Gas Filterable PM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Process Gas no 1WVMountainStateCarbonFollansbee YES Yes Process Gas no 1WVMountainStateCarbonFollansbee YES Yes Process Gas no 1WVMountainStateCarbonFollansbeeUnitID Data Source Source Tab Pollutant Data TypeRun Number S1 ICR Phase II - Test Report Phase II PM From Test Report Particulate Matter (PM) filterable

ET Sample #1 S1 ICR Phase II - Test Report Phase II PM From Test Report Particulate Matter (PM) filterable

ET Sample #2 S1 ICR Phase II - Test Report Phase II PM From Test Report Particulate Matter (PM) filterable

ET Sample #3Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 10/19/2009 0.0063 -5.067205646 0 10/19/2009 0.0059 -5.132802928 0 10/20/2009 0.0061 -5.099466508 0**Appendix E-8d (ii): Process Gas Filterable PM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 3 n-1 2

Average of natural log of test run values (μ)-5.099825027

Variance of natural log of

test runs (σ2) 0.001075847

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 3.017240207

Denominator for calculation of flatness of z distribution (β2z) 3.47608E-06

Flatness of z distribution

(β2z) 868002.7718

Skewness of z distribution

(√β1z) 0.056847132Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990815014 0.999274575 0.996005388 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 0.006101094

exp (2μ + σ2) 3.72234E-05

exp (σ2) - 1 0.001076426

(σ2/n) + [σ4/(2(n - 1))] 0.000358905

Square root term 0.000490348

Confidence Level 99% 99.9% 99.5%

UPL 6.67E-03 6.80E-03 6.72E-03

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** -2.00E-14 -4.92E-02 **SE Skewness** 1.41 1.41 **Skewness Test** normal normal **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 2.83 2.83 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 3 3**Appendix E-8d (ii): Process Gas Filterable PM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Process Gas1WVMountainStateCarbonFollansbee S1 ICR Phase II - Test Report Phase II PM From Test ReportPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel Particulate Matter (PM) filterable

0.0061-5.099466508 3 2ET Coke Oven Gas**Appendix E-8d (iii): Process Gas Filterable PM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 868002.77 0.0568471

1.28191E-05 -5=f(a) 17287662 5.12837E-05 1 -4.899 15732801 0.000108254 2 -4.798 14279775 0.000191541 3 -4.697 12924248 0.0003117 4 -4.596 11661973 0.000482739 5 -4.495 10488797 0.000722886 6 -4.394 9400652.9 0.001055384 7 -4.293 8393566.9 0.001509206 8 -4.192 7463654.3 0.002119596 9 -4.091 6607121.3 0.002928263 10 -3.99 5820263.9 0.003983022 11 -3.889 5099468.8 0.005336655 12 -3.788 4441212.9 0.007044721 13 -3.687 3842063.4 0.00916206 14 -3.586 3298677.9 0.011737774 15 -3.485 2807804.2 0.014808542 16 -3.384 2366280.5 0.01839029 17 -3.283 1971035.4 0.022468415 18 -3.182 1619087.7 0.026987043 19 -3.081 1307546.6 0.031838094 20 -2.98 1033611.5 0.036851246 21 -2.879 794572.32 0.041786191 22 -2.778 587809.18 0.046328815 23 -2.677 410792.54 0.050093004 24 -2.576 261083.2 0.052629703 25 -2.475 136332.29 0.053444547 26 -2.374 34281.228 0.054864352 27 -2.273 -47238.2 0.059014021 28 -2.172 -110303.9 0.066327299 29 -2.071 -156903.5 0.077127123 30 -1.97 -188934.2 0.091574516 31 -1.869 -208202.9 0.109620434 32 -1.768 -216426.4 0.130966071 33 -1.667 -215230.7 0.155037297 34 -1.566 -206152 0.180978538 35 -1.465 -190635.9 0.207670246 36 -1.364 -170037.6 0.233772257 37 -1.263 -145622.2 0.257792929 38 -1.162 -118564.3 0.278181114 39 -1.061 -89948.29 0.293435189 40 -0.96 -60768.13 0.302220751 41 -0.859 -31927.54 0.303486719 42 -0.758 -4239.892 0.31040483 43 -0.657 21571.782 0.325705378 44 -0.556 44874.76

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.349074195 45 -0.455 65126.65

0.379677913 46 -0.354 81875.381 0.416199945 47 -0.253 94759.209 0.456917758 48 -0.152 103506.71 0.499815816 49 -0.051 107936.8 0.542724742 50 0.05 107958.7 0.583474392 51 0.151 103571.95 0.620046991 52 0.252 94866.451 0.650716499 53 0.353 82022.39 0.674161865 54 0.454 65310.296 0.689544692 55 0.555 45091.021 0.696545635 56 0.656 21815.738 0.697733127 57 0.757 -3974.053 0.70644884 58 0.858 -31646.53 0.721645046 59 0.959 -60479.54 0.741989589 60 1.06 -89660.61 0.765981918 61 1.161 -118287 0.792070819 62 1.262 -145365.4 0.818763577 63 1.363 -169812.6 0.844718147 64 1.464 -190454.7 0.868812542 65 1.565 -206027.7 0.890188446 66 1.666 -215177 0.908268939 67 1.767 -216458.1 0.922752583 68 1.868 -208335.7 0.933588039 69 1.969 -189184.6 0.940934477 70 2.07 -157288.9 0.945113482 71 2.171 -110842.7 0.946557948 72 2.272 -47949.62 0.947353186 73 2.373 33377.09 0.949875319 74 2.474 135214.41 0.95362965 75 2.575 259729.69 0.958166576 76 2.676 409180.58 0.963099301 77 2.777 585915.08 0.968112978 78 2.878 792371.49 0.97296658 79 2.979 1031078.5 0.977489126 80 3.08 1304654.9 0.981571965 81 3.181 1615810.2 0.985158759 82 3.282 1967343.9 0.988234551 83 3.383 2362145.9 0.990815014 84 3.484 2803196.5 0.992936666 85 3.585 3293566.3 0.99464852 86 3.686 3836416.2 0.996005388 87 3.787 4434997.4 0.99706284 88 3.888 5092651.5 0.9978737 89 3.989 5812810.4 0.998485839 90 4.09 6598996.2 0.998941028 91 4.191 7454821.5 0.999274575 92 4.292 8383989.1 0.999515514 93 4.393 9390292.3 0.99968714 94 4.494 10477614 0.999807727 95 4.595 11649930 0.999891323 96 4.696 129113020.999948512 97 4.797 14265885

0.999987128 98 4.898 15717925

1 99 4.999 17271756distribution of Z Normal distribution

1.48672E-06 25.70190458 2.45094E-06 38.56014795 3.9995E-06 57.1119989 6.46025E-06 83.49383051 1.03291E-05 120.457554 1.63472E-05 171.4629566 2.56093E-05 240.743769 3.97118E-05 333.3233655 6.09553E-05 454.9489323 9.26132E-05 611.9065482 0.000139285 810.6753208 0.000207351 1057.37839 0.000305546 1356.994416 0.000445674 1712.307405 0.000643469 2122.597337 0.000919619 2582.110275 0.001300942 3078.394123 0.001821704 3590.642812 0.002525035 4088.252392 0.003464389 4529.849771 0.004704958 4863.098188 0.006324913 5025.600614 0.008416337 4947.200355 0.011085658 4553.905812 0.014453386 3773.536445 0.018652949 2542.999135 0.023828414 816.867297 0.030130931 -1423.330983 0.03771375 -4159.974115 0.046725789 -7331.439185 0.057303789 -10826.64453 0.069563239 -14483.27075 0.083588399 -18090.73351 0.099421884 -21398.64645 0.117054396 -24131.00358 0.136415346 -26005.66311 0.157365126 -26757.99329 0.179689839 -26166.83229 0.203099244 -24080.32373 0.227228529 -20438.81688 0.251644341 -15291.95634 0.275855243 -8807.380444 0.299326439 -1269.11189 0.321498297 6935.291082 0.341807853 15338.54547 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 23426.84996 0.37471238 30679.71893 0.386376486 36612.73034 0.394360216 40818.93036 0.398423793 43004.58958 0.398443914 43015.48549 0.394419966 40850.84662 0.386474058 36663.42248 0.374844865 30745.67175 0.359875719 23503.58987 0.34199778 15421.02896 0.32170943 7018.328554 0.299553264 -1190.44051 0.276092166 -8737.358339 0.25188591 -15233.94346 0.227469632 -20395.06643 0.203335281 -24051.91061 0.17991684 -26153.69018 0.157579839 -26759.04565 0.136615273 -26019.02559 0.117237788 -24154.22982 0.099587708 -21428.989 0.083736272 -18125.39301 0.069693339 -14519.61218 0.05741676 -10862.36537 0.046822635 -7364.68191 0.037795734 -4189.382232 0.030199481 -1448.053598 0.023885038 797.2130776 0.018699163 2528.396319 0.014490659 3763.654421 0.011115369 4548.193181 0.008439746 4944.974622 0.006343145 5026.127498 0.004718997 4865.656001 0.003475077 4533.776853 0.002533081 4092.977724 0.001827693 3595.701487 0.001305351 3083.430382 0.000922829 2586.871245 0.00064578 2126.920624 0.00044732 1716.10537 0.000306705 1360.237457 0.000208159 1060.078933 0.000139842 812.8736559 9.29928E-05 613.6591042 6.12113E-05 456.3191826 3.98826E-05 334.3752465 2.5722E-05 241.5373077 1.64209E-05 172.0517065 1.03767E-05 120.8874145 6.49066E-06 83.802852074.01874E-06 57.33083155 2.46298E-06 38.71285812 1.49417E-06 25.80695666Absolute values

25.70190458 1.297946181 38.56014795 3.894574943 57.1119989 5.768311889 83.49383051 8.432876882 120.457554 12.16621296 171.4629566 17.31775861 240.743769 24.31512067 333.3233655 33.66565991 454.9489323 45.94984216 611.9065482 61.80256136 810.6753208 81.8782074 1057.37839 106.7952174 1356.994416 137.056436 1712.307405 172.9430479 2122.597337 214.3823311 2582.110275 260.7931377 3078.394123 310.9178064 3590.642812 362.6549241 4088.252392 412.9134916 4529.849771 457.5148269 4863.098188 491.172917 5025.600614 507.585662 4947.200355 499.6672358 4553.905812 459.944487 3773.536445 381.127181 2542.999135 256.8429126 816.867297 82.503597 1423.330983 143.7564293 4159.974115 420.1573857 7331.439185 740.4753577 10826.64453 1093.491098 14483.27075 1462.810346 18090.73351 1827.164084 21398.64645 2161.263292 24131.00358 2437.231361 26005.66311 2626.571974 26757.99329 2702.557322 26166.83229 2642.850062 24080.32373 2432.112697 20438.81688 2064.320505 15291.95634 1544.48759 8807.380444 889.5454248 1269.11189 128.1803008 6935.291082 700.4643993 15338.54547 1549.193092 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 23426.84996 2366.111846 30679.71893 3098.651611 36612.73034 3697.885765 40818.93036 4122.711967 43004.58958 4343.463548 43015.48549 4344.564035 40850.84662 4125.935508 36663.42248 3703.00567 30745.67175 3105.312847 23503.58987 2373.862576 15421.02896 1557.523925 7018.328554 708.8511839 1190.44051 120.2344915 8737.358339 882.4731922 15233.94346 1538.628289 20395.06643 2059.90171 24051.91061 2429.242972 26153.69018 2641.522708 26759.04565 2702.663611 26019.02559 2627.921584 24154.22982 2439.577212 21428.989 2164.327889 18125.39301 1830.664694 14519.61218 1466.48083 10862.36537 1097.098902 7364.68191 743.832873 4189.382232 423.1276054 1448.053598 146.2534134 797.2130776 80.51852084 2528.396319 255.3680282 3763.654421 380.1290965 4548.193181 459.3675113 4944.974622 499.4424368 5026.127498 507.6388773 4865.656001 491.4312561 4533.776853 457.9114622 4092.977724 413.3907501 3595.701487 363.1658502 3083.430382 311.4264686 2586.871245 261.2739958 2126.920624 214.8189831 1716.10537 173.3266424 1360.237457 137.3839832 1060.078933 107.0679723 812.8736559 82.10023925 613.6591042 61.97956952 456.3191826 46.08823744 334.3752465 33.77189989 241.5373077 24.39526808 172.0517065 17.37722235 120.8874145 12.20962886 83.80285207 8.46408805957.33083155 5.790413987 38.71285812 3.90999867 25.80695666 1.303251311Cumulative normalization

1.297946181 1.28191E-05 5.192521125 5.12837E-05 10.96083301 0.000108254 19.39370989 0.000191541 31.55992285 0.0003117 48.87768147 0.000482739 73.19280213 0.000722886 106.858462 0.001055384 152.8083042 0.001509206 214.6108656 0.002119596 296.489073 0.002928263 403.2842904 0.003983022 540.3407264 0.005336655 713.2837743 0.007044721 927.6661053 0.00916206 1188.459243 0.011737774 1499.377049 0.014808542 1862.031974 0.01839029 2274.945465 0.022468415 2732.460292 0.026987043 3223.633209 0.031838094 3731.218871 0.036851246 4230.886107 0.041786191 4690.830594 0.046328815 5071.957775 0.050093004 5328.800688 0.052629703 5411.304285 0.053444547 5555.060714 0.054864352 5975.218099 0.059014021 6715.693457 0.066327299 7809.184555 0.077127123 9271.994901 0.091574516 11099.15898 0.109620434 13260.42228 0.130966071 15697.65364 0.155037297 18324.22561 0.180978538 21026.78293 0.207670246 23669.633 0.233772257 26101.74569 0.257792929 28166.0662 0.278181114 29710.55379 0.293435189 30600.09921 0.302220751 30728.27951 0.303486719 31428.74391 0.31040483 32977.937 0.325705378 

### ( )2 () ()

i 

### f a f xf b         

# 35344.04885 0.349074195 38442.70046 0.379677913 42140.58623 0.416199945 46263.29819 0.456917758 50606.76174 0.499815816 54951.32578 0.542724742 59077.26128 0.583474392 62780.26695 0.620046991 65885.5798 0.650716499 68259.44238 0.674161865 69816.9663 0.689544692 70525.81749 0.696545635 70646.05198 0.697733127 71528.52517 0.70644884 73067.15346 0.721645046 75127.05517 0.741989589 77556.29814 0.765981918 80197.82085 0.792070819 82900.48446 0.818763577 85528.40604 0.844718147 87967.98326 0.868812542 90132.31115 0.890188446 91962.97584 0.908268939 93429.45667 0.922752583 94526.55557 0.933588039 95270.38844 0.940934477 95693.51605 0.945113482 95839.76946 0.946557948 95920.28798 0.947353186 96175.65601 0.949875319 96555.78511 0.95362965 97015.15262 0.958166576 97514.59506 0.963099301 98022.23393 0.968112978 98513.66519 0.97296658 98971.57665 0.977489126 99384.9674 0.981571965 99748.13325 0.985158759 100059.5597 0.988234551 100320.8337 0.990815014 100535.6527 0.992936666 100708.9793 0.99464852 100846.3633 0.996005388 100953.4313 0.99706284 101035.5315 0.9978737 101097.5111 0.998485839 101143.5993 0.998941028 101177.3712 0.999274575 101201.7665 0.999515514 101219.1437 0.99968714 101231.3534 0.999807727 101239.8175 0.999891323101245.6079 0.999948512 101249.5179 0.999987128 101250.8211 1

5112717.898**Appendix E-8e (i): Process Gas TSM Run Data**

In top 12%?Min Test Avg? Fuel CategoryCombusto

r Design Metals

Process Heater?Rank FacilityID YES Yes Process Gas No 1WVMountainStateCarbonFollansbee YES Yes Process Gas No 1WVMountainStateCarbonFollansbeeUnitID Data Source Source Tab Pollutant Data TypeRun Number S1 ICR Phase II - Test Report Phase II Metals From Test Report TSM8 ET Sample #1 S1 ICR Phase II - Test Report Phase II Metals From Test Report TSM8 ET Sample #2Test Date Test Burning Waste? NonDetect? Test Run

Emission Valueln (Run Value) If Test Run is ND, "1" 10/19/2009 ADL 9.14E-05 -9.300269182 0 10/19/2009 ADL 4.34E-05 -10.04429304 0**Appendix E-8e (ii): Process Gas TSM Test Averages and Calculation of UPL**

In top 12%?Min Test

Avg? YES Yes

Number of sources with test data 1

n 2 n-1 1

Average of natural log of test run values (μ)-9.672281111

Variance of natural log of

test runs (σ2) 0.276785751

m (test runs in test condition) 3

Numerator for calculation of flatness of z distribution

(β2z) 9.832341169

Denominator for calculation of flatness of z distribution (β2z) 0.305060577

Flatness of z distribution

(β2z) 34.23078265

Skewness of z distribution

(√β1z) 1.082050735Go to distribution tab for 99 percentile, which reads in (β2z) and (√β1z)

normalizationnormalizationnormalization Confidence level>0.99 >0.999 >0.995 Smallest value in column A that is larger than confidence level 0.990819335 0.999285031 0.996033654 z-value 3.484 4.292 3.787

The following are individual terms in Equation 19 in the memorandum

exp (μ + (σ/2)) 7.23577E-05

exp (2μ + σ2) 5.23564E-09

exp (σ2) - 1 0.318883771

(σ2/n) + [σ4/(2(n - 1))] 0.176698051

Square root term 0.000115477

Confidence Level 99% 99.9% 99.5%

UPL 2.06E-04 2.38E-04 2.18E-04

**Analysis of Data Distribution**  **Normal Log-normal** 

**Skewness =** #DIV/0! #DIV/0! **SE Skewness** 1.73 1.73 **Skewness Test** #DIV/0! #DIV/0! **Kurtosis =** #DIV/0! #DIV/0! **SE Kurtosis** 3.46 3.46 **Kurtosis Test** #DIV/0! #DIV/0! **Number of test runs =** 2 2**Appendix E-8e (ii): Process Gas TSM Test Averages and Calculation of UPL**

Combustor Design Fuel

CategoryRank FacilityID UnitID Data Source Source Tab N/A Process Gas1WVMountainStateCarbonFollansbee S1 ICR Phase II - Test Report Phase II Metals From Test ReportPollutantTest Average ln (Test Average) Number of

test runs in

average Num

test runs - 1 Data Type Fuel TSM8 6.74E-05-9.604624191 2 1ET Coke Oven Gas**Appendix E-8e (iii): Process Gas TSM Calculation of "z" Distribution**

∆z z

VLOOKUP 0.101 34.230783 1.0820507

1.1793E-05 -5=f(a) 603.17549 4.71523E-05 1 -4.899 548.51536 9.94823E-05 2 -4.798 497.46519 0.000175922 3 -4.697 449.87008 0.000286106 4 -4.596 405.57838 0.000442801 5 -4.495 364.44171 0.000662595 6 -4.394 326.3149 0.000966598 7 -4.293 291.05608 0.001381073 8 -4.192 258.52658 0.001937892 9 -4.091 228.59103 0.002674668 10 -3.99 201.11725 0.003634383 11 -3.889 175.97637 0.004864287 12 -3.788 153.04273 0.006413855 13 -3.687 132.19394 0.008331558 14 -3.586 113.31085 0.010660266 15 -3.485 96.277565 0.013431196 16 -3.384 80.981433 0.016656415 17 -3.283 67.313058 0.020320142 18 -3.182 55.166294 0.024369308 19 -3.081 44.438242 0.028704104 20 -2.98 35.029255 0.033169569 21 -2.879 26.842936 0.037549488 22 -2.778 19.786135 0.041564109 23 -2.677 13.768955 0.044873194 24 -2.576 8.7047485 0.047085868 25 -2.475 4.510116 0.047778342 26 -2.374 1.1049094 0.049036636 27 -2.273 -1.58777 0.052648825 28 -2.172 -3.64157 0.058949583 29 -2.071 -5.126891 0.068159786 30 -1.97 -6.11088 0.080340394 31 -1.869 -6.657438 0.095350076 32 -1.768 -6.827212 0.112811701 33 -1.667 -6.677603 0.132092967 34 -1.566 -6.26276 0.152305925 35 -1.465 -5.633581 0.172329014 36 -1.364 -4.837718 0.1908534 37 -1.263 -3.919568 0.206453068 38 -1.162 -2.920283 0.217675462 39 -1.061 -1.877762 0.2231468 40 -0.96 -0.826655 0.224609769 41 -0.859 0.2016378 0.23389149 42 -0.758 1.1789662 0.251483433 43 -0.657 2.0804298 0.277414256 44 -0.556 2.8843782

#  2 1 3 

### 1 3 6 24 z

### z z      

     2z  1z



## 0.311212848 45 -0.455 3.5724108

0.351910056 46 -0.354 4.1293768 0.398081279 47 -0.253 4.5433755 0.447928032 48 -0.152 4.805756 0.499392516 49 -0.051 4.9111172 0.550295694 50 0.05 4.857308 0.598486769 51 0.151 4.6454272 0.641990674 52 0.252 4.2798233 0.679140387 53 0.353 3.768095 0.70868246 54 0.454 3.1210905 0.729847075 55 0.555 2.3529083 0.742377637 56 0.656 1.4808966 0.746519116 57 0.757 0.5256533 0.750069878 58 0.858 -0.488974 0.760245125 59 0.959 -1.535886 0.775709123 60 1.06 -2.584737 0.794972382 61 1.161 -3.601927 0.816506327 62 1.262 -4.550611 0.838848586 63 1.363 -5.39069 0.860690989 64 1.464 -6.078817 0.880944903 65 1.565 -6.568395 0.898781334 66 1.666 -6.809577 0.913645901 67 1.767 -6.749266 0.925251126 68 1.868 -6.331115 0.93355021 69 1.969 -5.495528 0.938697499 70 2.07 -4.179657 0.941001204 71 2.171 -2.317406 0.941128745 72 2.272 0.1605706 0.943218733 73 2.373 3.3268699 0.946788021 74 2.474 7.2573377 0.951373391 75 2.575 12.03107 0.956556912 76 2.676 17.730413 0.961982287 77 2.777 24.440963 0.967362971 78 2.878 32.251565 0.972483338 79 2.979 41.254314 0.977194515 80 3.08 51.544557 0.981406547 81 3.181 63.220888 0.985078477 82 3.282 76.385154 0.988207654 83 3.383 91.142448 0.990819335 84 3.484 107.60112 0.99295729 85 3.585 125.87275 0.994675863 86 3.686 146.07221 0.996033654 87 3.787 168.31757 0.997088832 88 3.888 192.73018 0.997895927 89 3.989 219.43464 0.998503866 90 4.09 248.55879 0.99895503 91 4.191 280.23373 0.999285031 92 4.292 314.5938 0.999523018 93 4.393 351.7766 0.999692288 94 4.494 391.92296 0.999811058 95 4.595 435.17698 0.999893289 96 4.696 481.686010.999949479 97 4.797 531.60064

0.99998738 98 4.898 585.07472

1 99 4.999 642.26533distribution of Z Normal distribution

1.48672E-06 0.000896753 2.45094E-06 0.001344378 3.9995E-06 0.001989613 6.46025E-06 0.002906272 1.03291E-05 0.004189255 1.63472E-05 0.005957619 2.56093E-05 0.008356683 3.97118E-05 0.011558351 6.09553E-05 0.015758553 9.26132E-05 0.021170543 0.000139285 0.028012612 0.000207351 0.036488822 0.000305546 0.046761581 0.000445674 0.058915391 0.000643469 0.072912034 0.000919619 0.088538685 0.001300942 0.10535216 0.001821704 0.122624457 0.002525035 0.139296797 0.003464389 0.153951351 0.004704958 0.164811159 0.006324913 0.169779227 0.008416337 0.166526789 0.011085658 0.152637938 0.014453386 0.125813095 0.018652949 0.084126962 0.023828414 0.026328239 0.030130931 -0.047840983 0.03771375 -0.137337272 0.046725789 -0.239558023 0.057303789 -0.3501766 0.069563239 -0.463112939 0.083588399 -0.570675759 0.099421884 -0.663899899 0.117054396 -0.733083568 0.136415346 -0.768506966 0.157365126 -0.761288069 0.179689839 -0.704306626 0.203099244 -0.593107328 0.227228529 -0.426681134 0.251644341 -0.208023079 0.275855243 0.055622834 0.299326439 0.35289575 0.321498297 0.668854646 0.341807853 0.985903124 

#  

#   2 4 2 3 

### 336

6 24 z 

### z z z z   

    

     

#  1 ( ) 1 3 ( )

6 24 z G f z z z z

    

      

### ( ) z 0.359712192 1.285039708 0.37471238 1.547328608 0.386376486 1.755453461 0.394360216 1.895198967 0.398423793 1.95670594 0.398443914 1.935364811 0.394419966 1.832249223 0.386474058 1.65404068 0.374844865 1.412451044 0.359875719 1.123204699 0.34199778 0.804689428 0.32170943 0.476418385 0.299553264 0.157461148 0.276092166 -0.135001778 0.25188591 -0.386868076 0.227469632 -0.587949092 0.203335281 -0.732398932 0.17991684 -0.818731572 0.157579839 -0.84946409 0.136615273 -0.830459289 0.117237788 -0.770064154 0.099587708 -0.678150215 0.083736272 -0.565158411 0.069693339 -0.441236573 0.05741676 -0.3155354 0.046822635 -0.19570255 0.037795734 -0.08758807 0.030199481 0.004849149 0.023885038 0.079462414 0.018699163 0.135706139 0.014490659 0.174338139 0.011115369 0.197080088 0.008439746 0.206275526 0.006343145 0.204576361 0.004718997 0.194678979 0.003475077 0.179121324 0.002533081 0.160143615 0.001827693 0.139608643 0.001305351 0.118972919 0.000922829 0.099297438 0.00064578 0.081286159 0.00044732 0.065341006 0.000306705 0.051623898 0.000208159 0.040118434 0.000139842 0.030686127 9.29928E-05 0.023114177 6.12113E-05 0.017153466 3.98826E-05 0.012546817 2.5722E-05 0.009048405 1.64209E-05 0.006435722 1.03767E-05 0.004515686 6.49066E-06 0.003126464.01874E-06 0.002136363 2.46298E-06 0.001441024 1.49417E-06 0.000959654Absolute values

0.000896753 4.5286E-05 0.001344378 0.000135782 0.001989613 0.000200951 0.002906272 0.000293533 0.004189255 0.000423115 0.005957619 0.000601719 0.008356683 0.000844025 0.011558351 0.001167393 0.015758553 0.001591614 0.021170543 0.002138225 0.028012612 0.002829274 0.036488822 0.003685371 0.046761581 0.00472292 0.058915391 0.005950454 0.072912034 0.007364115 0.088538685 0.008942407 0.10535216 0.010640568 0.122624457 0.01238507 0.139296797 0.014068977 0.153951351 0.015549086 0.164811159 0.016645927 0.169779227 0.017147702 0.166526789 0.016819206 0.152637938 0.015416432 0.125813095 0.012707123 0.084126962 0.008496823 0.026328239 0.002659152 0.047840983 0.004831939 0.137337272 0.013871064 0.239558023 0.02419536 0.3501766 0.035367837 0.463112939 0.046774407 0.570675759 0.057638252 0.663899899 0.06705389 0.733083568 0.07404144 0.768506966 0.077619204 0.761288069 0.076890095 0.704306626 0.071134969 0.593107328 0.05990384 0.426681134 0.043094795 0.208023079 0.021010331 0.055622834 0.005617906 0.35289575 0.035642471 0.668854646 0.067554319 0.985903124 0.099576215 

#  

#   2 4 2 3 336 ( ) 1 3 ( )

6 24 z z z f z z z z    

    

     

1 

### ( )2 () () 2 M

i

i 

### xf a f x f b

 

###         

# 1.285039708 0.12978901 1.547328608 0.156280189 1.755453461 0.1773008 1.895198967 0.191415096 1.95670594 0.1976273 1.935364811 0.195471846 1.832249223 0.185057172 1.65404068 0.167058109 1.412451044 0.142657555 1.123204699 0.113443675 0.804689428 0.081273632 0.476418385 0.048118257 0.157461148 0.015903576 0.135001778 0.01363518 0.386868076 0.039073676 0.587949092 0.059382858 0.732398932 0.073972292 0.818731572 0.082691889 0.84946409 0.085795873 0.830459289 0.083876388 0.770064154 0.07777648 0.678150215 0.068493172 0.565158411 0.057080999 0.441236573 0.044564894 0.3155354 0.031869075 0.19570255 0.019765958 0.08758807 0.008846395 0.004849149 0.000489764 0.079462414 0.008025704 0.135706139 0.01370632 0.174338139 0.017608152 0.197080088 0.019905089 0.206275526 0.020833828 0.204576361 0.020662212 0.194678979 0.019662577 0.179121324 0.018091254 0.160143615 0.016174505 0.139608643 0.014100473 0.118972919 0.012016265 0.099297438 0.010029041 0.081286159 0.008209902 0.065341006 0.006599442 0.051623898 0.005214014 0.040118434 0.004051962 0.030686127 0.003099299 0.023114177 0.002334532 0.017153466 0.0017325 0.012546817 0.001267229 0.009048405 0.000913889 0.006435722 0.000650008 0.004515686 0.000456084 0.00312646 0.0003157720.002136363 0.000215773 0.001441024 0.000145543 0.000959654 4.84625E-05Cumulative normalization

4.5286E-05 1.1793E-05 0.000181068 4.71523E-05 0.000382019 9.94823E-05 0.000675553 0.000175922 0.001098667 0.000286106 0.001700387 0.000442801 0.002544412 0.000662595 0.003711805 0.000966598 0.005303419 0.001381073 0.007441644 0.001937892 0.010270918 0.002674668 0.013956289 0.003634383 0.018679209 0.004864287 0.024629663 0.006413855 0.031993778 0.008331558 0.040936186 0.010660266 0.051576754 0.013431196 0.063961824 0.016656415 0.0780308 0.020320142 0.093579887 0.024369308 0.110225814 0.028704104 0.127373516 0.033169569 0.144192722 0.037549488 0.159609153 0.041564109 0.172316276 0.044873194 0.180813099 0.047085868 0.183472251 0.047778342 0.18830419 0.049036636 0.202175255 0.052648825 0.226370615 0.058949583 0.261738452 0.068159786 0.308512859 0.080340394 0.36615111 0.095350076 0.433205 0.112811701 0.507246441 0.132092967 0.584865644 0.152305925 0.661755739 0.172329014 0.732890708 0.1908534 0.792794548 0.206453068 0.835889343 0.217675462 0.856899674 0.2231468 0.86251758 0.224609769 0.898160051 0.23389149 0.96571437 0.251483433 1.065290586 0.277414256 

### ( )2 () ()

i 

### f a f xf b         

# 1.195079596 0.311212848 1.351359785 0.351910056 1.528660585 0.398081279 1.720075681 0.447928032 1.917702981 0.499392516 2.113174827 0.550295694 2.298231998 0.598486769 2.465290107 0.641990674 2.607947662 0.679140387 2.721391337 0.70868246 2.802664969 0.729847075 2.850783226 0.742377637 2.866686802 0.746519116 2.880321982 0.750069878 2.919395657 0.760245125 2.978778516 0.775709123 3.052750808 0.794972382 3.135442697 0.816506327 3.22123857 0.838848586 3.305114958 0.860690989 3.382891437 0.880944903 3.451384609 0.898781334 3.508465609 0.913645901 3.553030502 0.925251126 3.584899578 0.93355021 3.604665535 0.938697499 3.61351193 0.941001204 3.614001695 0.941128745 3.622027398 0.943218733 3.635733718 0.946788021 3.65334187 0.951373391 3.673246959 0.956556912 3.694080787 0.961982287 3.714743 0.967362971 3.734405577 0.972483338 3.75249683 0.977194515 3.768671335 0.981406547 3.782771808 0.985078477 3.794788073 0.988207654 3.804817114 0.990819335 3.813027016 0.99295729 3.819626458 0.994675863 3.824840472 0.996033654 3.828892434 0.997088832 3.831991732 0.997895927 3.834326264 0.998503866 3.836058764 0.99895503 3.837325993 0.999285031 3.838239882 0.999523018 3.83888989 0.999692288 3.839345974 0.999811058 3.839661747 0.9998932893.839877519 0.999949479 3.840023063 0.99998738 3.840071525 1

192.6574514**Appendix E-9: Summary of Subcategories Where Substitutions Were Used in New Source UPL Calculation**

**Fuel Category Combustor** 

**Design Pollutant**  **Appendix for UPL**  **Calculation**

Solid N/A Hg E-1a

Biomass/Bio-Based Solid FB CO E-2b

Coal/Fossil Solid PC CO E-3c

Coal/Fossil Solid Stoker/Sloped

Grate/Other CO E-3d Biomass/Bio-Based Solid FB Filterable PM E-4c Biomass/Bio-Based Solid FB TSM E-4d Biomass/Bio-Based Solid Suspension

Burner Filterable PM E-4g Biomass/Bio-Based Solid Suspension

Burner TSM E-4h

Biomass/Bio-Based Solid Suspension/

Grate TSM E-4j

Wet Biomass Stoker/Sloped

Grate/Other TSM E-4l

Liquid N/A HCl E-6b

Heavy Liquid N/A Filterable PM E-6c

Heavy Liquid N/A CO E-6d

Heavy Liquid N/A TSM E-6g

Non-Continental Liquid N/A TSM E-7c**Appendix E-9: Summary of Subcategories Where Substitutions Were Used in New Source UPL Calculation**



### Notes

Units ranked #1 through #3 were all used in the UPL calculation because they have identical minimum test average and number of tests, and they also share a common stack.Units ranked #1 and #2 were not used in the UPL calculation because they were cofiring biomass fuels with process-specific fuels. Unit ranked #1 was not used in the UPL calculation because it's paired NOx emissions from the same test exceeded the acceptable threshold. Unit ranked #1 was not used in the UPL calculation because it's paired NOx emissions from the same test exceeded the acceptable threshold.Units ranked #1 and #2 were not used in the UPL calculation because they were cofiring biomass fuels with process-specific fuels.Units ranked #1 and #2 were not used in the UPL calculation because they were cofiring biomass fuels with process-specific fuels.Units ranked #1 and #2 were not used in the UPL calculation because they were cofiring biomass fuels with natural gas. Unit ranked #1 was not used in the UPL calculation because it only had 2 test runs available. Units ranked #1 and #2 were both used in the UPL calculation because they have identical minimum test average and number of tests, and they also share a common stack. Unit ranked #1 was not used in the UPL calculation because it was co-firing natural gas and process-specific fuels, and because it only had 2 test runs available. Unit ranked #1 was not used in the UPL calculation because it was firing 100% process-specific fuel. Unit ranked #1 was not used in the UPL calculation because it was firing 100% process-specific fuel. Unit ranked #1 was not used in the UPL calculation because it was co-firing natural gas. Unit ranked #2 was not used in the UPL calculation because it only had 2 test runs available. Unit ranked #3 was not used in the UPL calculation because it's paired NOx emissions from the same test exceeded the acceptable threshold. Unit ranked #1 was not used in the UPL calculation because it was firing 100% process-specific fuel. Units ranked #1 through #8 were all used in the UPL calculation. No emissions testing data were available for this subcategory, only fuel analysis data. All of the top 8 ranked units are at the same facility and share the same fuel samples.