Summary of UPLs using emissions test averages -- Coal_GT8300

Pollutant

Mean (lb/MMBtu) UPL (lb/MMBtu)

Number of 

units in the 

floor

Floor value 

(lb/MMBtu)

Floor value 

(lb/TBtu)

Hg (for boilers <125 MW) 1.0309E-08 1.7471E-07 19 0.17

Hg (for boilers >=125 MW) 3.3341E-08 6.4299E-07 27 0.64

HCl (for boilers <125 MW) 3.8308E-04 3.8626E-03 42 0.0035

HCl (for boilers >=125 MW) 1.5600E-04 1.8115E-03 84 0.0018

fPM (for boilers <125 MW) 2.4411E-03 7.5708E-02 42 0.076

fPM (for boilers >=125 MW) 2.0025E-03 3.0401E-02 84 0.030

Pollutant

Mean (lb/MW) UPL (lb/MW)

Number of 

units in the 

floor

Floor value 

(lb/MWh)

Floor value 

(lb/GWh)

Hg (for boilers <125 MW) 1.1617E-07 2.4034E-06 19 0.002

Hg (for boilers >=125 MW) 3.2417E-07 5.9556E-06 27 0.01

HCl (for boilers <125 MW) 4.1958E-03 3.5189E-02 42 0.035

HCl (for boilers >=125 MW) 1.5244E-03 1.6238E-02 84 0.016

Existing

Existing
Spruance Genco, LLC Spruance Genco, LLC Spruance Genco, LLC

54081 54081 54081

2B 2A 3A

2.6333E-09 2.6333E-09 4.6900E-09
Spruance Genco, LLC Nucla AES Greenidge AES Westover, LLC

54081 527 2527 2526

3B 1 6 13

4.6900E-09 5.3333E-09 6.4602E-09 8.1456E-09

9.8533E-09 7.6771E-08

6.0000E-09
Northampton Generating Company, L.P. AES Thames

50888 10675

BLR1 A

1.0397E-08 1.0500E-08

1.2872E-07 1.3800E-08

1.2300E-08
AES Thames Roanoke Valley II AES Hawaii

10675 54755 10673 B BLR2 BLR A

1.0500E-08 1.0760E-08 1.171E-08 (BDL)

1.3800E-08

1.2300E-08
Spruance Genco, LLC

54081

4A

1.1770E-08
Emissions (lb/MW)

Spruance Genco, LLC

ORIS/Facility/Unit 54081

Test Averages 2B

1 3.4408E-08

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

ni = number test runs = 1

Outliers Removed

Total number of values used to calculate mean on row 65

n =Total # test runs =

1

N

i

i

n





N

1

N

i

i

n




This step is for QC only:

means 3.44E-08

UPL Mean =

Pooled Variance = 

m= number future runs =

Term1

Term2

Squared root Term2

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desire

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2

1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2

1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 
t-statistic

= quantile t-distribution with df 

degrees of freedom at .99 

confidence level =

UPL POOLED VARIANCE = 

Tukey's Exploratory Data Analysis Model

6.28546E-08 25th Percentile

1.53789E-07 75th Percentile

9.09346E-08 IQR

Gross Outlier Test

Far Outlier Test (low)

Far Outlier Test (high)

Near Outlier Test (low)

Near Outlier Test (high)

d f t

2

,

1 1 X tdf p

s

n m

 

     

d f t

2

,

1 1 X tdf p

s

n m

 

     
Spruance Genco, LLC Nucla Spruance Genco, LLC Spruance Genco, LLCAES Greenidge

54081 527 54081 54081 2527

2A 1 3A 3B 6

3.4408E-08 5.0036E-08 6.1280E-08 6.1280E-08 6.4429E-08

9.2442E-08 7.6565E-07

5.6291E-08

1 3 1 1 2

19 = n for existing sources in Term 1 on row 79

30 = n for new sources in Term 1 ; = number of data points in s^2 calculation; als
29 (this value is used to determine the t-statistic on row 95)

3.44E-08 5.00E-08 6.13E-08 6.13E-08 6.44E-08

1.1617E-07

Skewness =

SE Skewness

8.1986E-13 Skewness Test

Kurtosis =

SE Kurtosis

Kurtosis Test

Number of test runs =

1

1.0526

8.6301E-13

9.2898E-07

desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)
2.46 (the t-statistic should be calculated with the one less data point than the data se

2.40E-06
AES Westover, LLC Northampton Generating Company, L.P. AES Thames

2526 50888 10675

13 BLR1 A

8.2876E-08 9.8468E-08 1.0116E-07

1.2191E-06 1.3296E-07

1.1851E-07

1 2 3

ts in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic
8.29E-08 9.85E-08 1.01E-07

Distribution of Normal Tests Distribution of Log Tests

5.76E-01 #DIV/0!

0.56 #DIV/0!

normal #DIV/0!

-6.64E-01 #DIV/0!

1.12 #DIV/0!

normal #DIV/0!

19 0 Result:
a point than the data set used for calculation of s^2.)
AES Thames AES Hawaii Roanoke Valley II

10675 10673 54755

B BLR A BLR2

1.0116E-07 1.178E-07 (BDL) 1.2051E-07

1.3296E-07

1.1851E-07

3 1 1
1.01E-07 1.18E-07 1.21E-07

normal

AES Hawaii Spruance Genco, LLC Spruance Genco, LLC

10673 54081 54081

BLR B 4A 4B

1.209E-07 (BDL) 1.5379E-07 1.5379E-07

1 1 1

2.1004E-05 2.1004E-05
1.21E-07 1.54E-07 1.54E-07

Ebensburg Power Company Reid Gardner

10603 2324

31 1

1.7864E-07 2.1972E-07

4.9657E-06

5.5348E-07

3 1

UPL Pooled Variance=

2

,

1 1 X tdf p

s

n m

 

   

 

2

,

1 1 X tdf p

s

n m

 

   

 
1.79E-07 2.20E-07

X tdf , ps

n m

   

 

X tdf , ps

n m

   

 
IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")

6.0785E-05

1.7864E-07 1.7864E-05

1.45938E-08

1.2241E+01
Cedar Bay Generating Company L.P. Valley

10672 4042

CBB 1

2.1989E-07 2.3267E-07

5.6180E-07

2 1

2

,

1 1 

t

df p

s

n m

 

     

2

,

1 1 

t

df p

s

n m

 

     
2.20E-07 2.33E-07

t

df , p

s

n m

     t

df , p

s

n m

     
39),"Gross Outlier",""),"")
































































































Logan Generating Plant Seward Seward

10043 3130 3130

B01 1 2

5.3333E-09 6.3500E-09 6.3500E-09

5.5333E-08 5.5333E-08

3.8000E-08 3.8000E-08
Roanoke Valley I INDIANTOWN COGENERATION L.P. Birchwood Power FacilityColver Power Project

54035 50976 54304 10143

BLR1 AABO1 1A AAB01

7.2633E-09 8.5384E-09 1.548E-08 (BDL) 1.7382E-08

5.4900E-07

8.0433E-08

7.1567E-08
Chambers Cogeneration LP Clover

10566 7213

Boil 1 1

1.9307E-08 2.0233E-08
AES Warrior Run Cogeneration Facility Cherokee Cope

10678 469 7210

BLR1 3 COP1

2.3400E-08 2.8073E-08 2.8960E-08

2.6467E-07 1.6000E-07 7.0497E-08

2.2700E-07 1.0948E-07

2.0100E-07
BL England

2378

2

2.9649E-08

7.6890E-07

4.8515E-07

3.5083E-07

2.8537E-07
Emissions (lb/MW)

Logan Generating Plant

ORIS/Facility/Unit 10043

Test Averages B01

1 4.6691E-08

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

ni = number test runs = 1

Total number of values used to calculate mean on row 65

n =Total # test runs =

1

N

i

i

n





N

1

N

i

i

n




This step is for QC only:

means 4.67E-08

UPL Mean =

Pooled Variance = 

m= number future runs =

Term1

Term2

Squared root Term2

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desire

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2

1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2

1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 
t-statistic

= quantile t-distribution with df 

degrees of freedom at .99 

confidence level =

UPL POOLED VARIANCE = 

Tukey's Exploratory Data Analysis Model

1.74128E-07 25th Percentile

4.83158E-07 75th Percentile

3.0903E-07 IQR

Gross Outlier Test

Far Outlier Test (low)

Far Outlier Test (high)

Near Outlier Test (low)

Near Outlier Test (high)

d f t

2

,

1 1 X tdf p

s

n m

 

     

d f t

2

,

1 1 X tdf p

s

n m

 

     
Seward Seward Roanoke Valley I INDIANTOWN COGENERATION L.P. Colver Power Project

3130 3130 54035 50976 10143

1 2 BLR1 AABO1 AAB01

6.7299E-08 6.7299E-08 6.7844E-08 8.0938E-08 1.5975E-07

5.8644E-07 5.8644E-07 5.2041E-06

4.0274E-07 4.0274E-07 7.3925E-07

6.5776E-07

3 3 1 2 3

3.7386E-05

27 = n for existing sources in Term 1 on row 79

64 = n for new sources in Term 1 ; = number of data points in s^2 calculation; als
63 (this value is used to determine the t-statistic on row 95)

6.73E-08 6.73E-08 6.78E-08 8.09E-08 1.60E-07

3.2417E-07

Skewness =

SE Skewness

5.3671E-12 Skewness Test

Kurtosis =

SE Kurtosis

Kurtosis Test

Number of test runs =

1

1.0370

5.5658E-12

2.3592E-06

desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)
2.39 (the t-statistic should be calculated with the one less data point than the data se

5.96E-06
Birchwood Power FacilityChambers Cogeneration LP Clover

54304 10566 7213

1A Boil 1 1

1.603E-07 (BDL) 1.8792E-07 2.3111E-07

1 1 1

ts in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic
1.60E-07 1.88E-07 2.31E-07

Distribution of Normal Tests Distribution of Log Tests

1.05E-01 #DIV/0!

0.47 #DIV/0!

normal #DIV/0!

-1.12E+00 #DIV/0!

0.94 #DIV/0!

normal #DIV/0!

27 0 Result:
a point than the data set used for calculation of s^2.)
AES Warrior Run Cogeneration Facility Cope BL England

10678 7210 2378

BLR1 COP1 2

2.3713E-07 2.6656E-07 2.8355E-07

2.6820E-06 6.4887E-07 7.3535E-06

2.3003E-06 4.6398E-06

2.0369E-06 3.3553E-06

2.7292E-06

2.1290E-06

4.22091E-07

4 2 7
2.37E-07 2.67E-07 2.84E-07

normal

Cherokee Martin Drake Chambers Cogeneration LP

469 492 10566

3 7 Boil 2

3.1935E-07 3.2569E-07 3.2889E-07

1.8201E-06 7.1483E-06

1.2454E-06 1.9144E-06

3 3 1
3.19E-07 3.26E-07 3.29E-07

Cherokee San Juan

469 2451

4 Unit 4

3.3059E-07 3.5618E-07

1.0293E-05 3.5583E-06

2.0187E-06 1.4123E-06

3 3

UPL Pooled Variance=

2

,

1 1 X tdf p

s

n m

 

   

 

2

,

1 1 X tdf p

s

n m

 

   

 
3.31E-07 3.56E-07

X tdf , ps

n m

   

 

X tdf , ps

n m

   

 
IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")

2.3317E-04

3.3059E-07 3.3059E-05

1.45938E-08

2.2653E+01
McMeekin Canadys Steam Valmont

3287 3280 477

MCM2 CAN3 5

3.7793E-07 4.1658E-07 4.7061E-07

7.4254E-06 2.2683E-06 5.5538E-06

6.9035E-07

4.2789E-07

2 4 2

2

,

1 1 

t

df p

s

n m

 

     

2

,

1 1 

t

df p

s

n m

 

     
3.78E-07 4.17E-07 4.71E-07

t

df , p

s

n m

     t

df , p

s

n m

     
39),"Gross Outlier",""),"")
San Juan Mount Tom PSEG Mercer Generating Station Clover

2451 1606 2408 7213

Unit 3 1 E1 2

4.9571E-07 5.2994E-07 5.3441E-07 5.6619E-07

2.6461E-06 7.0622E-06

6.8956E-06

2.8771E-06

2.3791E-06

2 1 5 1
4.96E-07 5.30E-07 5.34E-07 5.66E-07

H L Spurlock Station San Juan

6041 2451

3 Unit 2

6.0000E-07 6.0835E-07

1 1
6.00E-07 6.08E-07

Craig

6021

C2

6.3586E-07

1.0080E-06

7.8234E-07

3
6.36E-07
























































































Roanoke Valley II Spruance Genco, LLC Spruance Genco, LLC

54755 54081 54081

BLR2 3A 3B

3.2175E-05 3.2235E-05 3.2235E-05

4.9200E-04
Spruance Genco, LLC Spruance Genco, LLCHardin Generator ProjectSpruance Genco, LLC

54081 54081 55749 54081

2A 2B PC1 4A

3.3866E-05 3.3866E-05 5.0000E-05 7.6841E-05

1.4550E-04
Spruance Genco, LLC Hammond

54081 708

4B2

7.6841E-05 7.8767E-05
Hammond Hammond Hamilton

708 708 2917 3 1 9

7.8767E-05 7.8767E-05 1.1019E-04
Hopewell

10771

10771-01

1.467E-04 (BDL)
Emissions (lb/MW)

Roanoke Valley II

ORIS/Facility/Unit 54755

Test Averages BLR2

1 3.6036E-04

2 5.5104E-03

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

ni = number test runs = 2

Total number of values used to calculate mean on row 65

n =Total # test runs =

1

N

i

i

n





N

1

N

i

i

n




This step is for QC only:

means 3.60E-04

UPL Mean =

Pooled Variance = 

m= number future runs =

Term1

Term2

Squared root Term2

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desire

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2

1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2

1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 
t-statistic

= quantile t-distribution with df degrees of 

freedom at .99 confidence level =

UPL POOLED VARIANCE = 

UPL derived through Lognormal evaluation

Tukey's Exploratory Data Analysis Model

0.001149899 25th Percentile

0.006935112 75th Percentile

0.005785213 IQR

Gross Outlier Test

Far Outlier Test (low)

Far Outlier Test (high)

Near Outlier Test (low)

Near Outlier Test (high)

d f t

2

,

1 1 X tdf p

s

n m

 

     
Spruance Genco, LLC Spruance Genco, LLC Spruance Genco, LLC Spruance Genco, LLC Hardin Generator Project

54081 54081 54081 54081 55749

3A 3B 2A 2B PC1

4.2119E-04 4.2119E-04 4.4250E-04 4.4250E-04 5.4790E-04

1.5944E-03

1 1 1 1 2

42 = n for existing sources in Term 1 on row 79

48 = n for new sources in Term 1 ; = number of data points in s^2 calculation; als
47 (this value is used to determine the t-statistic on row 95)

4.21E-04 4.21E-04 4.42E-04 4.42E-04 5.48E-04

4.1958E-03

Skewness =

SE Skewness

1.6177E-04 Skewness Test

Kurtosis =

SE Kurtosis

Kurtosis Test

Number of test runs =

1

1.0238

1.6562E-04

1.2869E-02

ce, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)
2.41 (the t-statistic should be calculated with the one less data point than the data se

3.52E-02

3.53E-02
Hammond Hammond Hammond

708 708 708

2 3 1

7.7947E-04 7.8177E-04 7.9366E-04

1 1 1

ts in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic
7.79E-04 7.82E-04 7.94E-04

Distribution of Normal Tests Distribution of Log Tests

8.89E-01 2.86E-01

0.38 0.35

non-normal normal

-4.31E-01 2.47E-01

0.76 0.71

normal normal

42 48 Result:
a point than the data set used for calculation of s^2.)
Spruance Genco, LLC Spruance Genco, LLC Hamilton

54081 54081 2917

4A 4B 9

1.0040E-03 1.0040E-03 1.5875E-03

1 1 1
1.00E-03 1.00E-03 1.59E-03

-7.928412986

-5.201118063

normal

Whelan Energy Center Unit 1 (WEC1) Yates Wygen 1

60 728 55479

1 Y1BR 3

1.6417E-03 1.6683E-03 1.776E-03 (BDL)

1.812E-03 (BDL)

1 1 2
1.64E-03 1.67E-03 1.78E-03

-7.772425308 -7.772425308 -7.723070298

Neil Simpson II Hopewell

7504 10771

2 10771-01

1.844E-03 (BDL) 1.845E-03 (BDL)

1.846E-03 (BDL)

2 1

UPL Pooled Variance=

2

,

1 1 X tdf p

s

n m

 

   

 

2

,

1 1 X tdf p

s

n m

 

   

 
1.84E-03 1.84E-03

-7.723070298 -7.509419303

-6.441234487

X tdf , ps

n m

   

 

X tdf , ps

n m

   

 
IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")

2.3319E+02

1.8437E-03 1.8437E-01

1.45938E-08

1.2633E+05
Hopewell Lamar Plant Southampton Power Station

10771 508 10774

10771-02 4 1

1.845E-03 (BDL) 1.9509E-03 2.030E-03 (BDL)

1 1 1

2

,

1 1 

t

df p

s

n m

 

     

2

,

1 1 

t

df p

s

n m

 

     
1.84E-03 1.95E-03 2.03E-03

-7.15689687 -7.15394875 -7.138853761

t

df , p

s

n m

     t

df , p

s

n m

     
39),"Gross Outlier",""),"")
Southampton Power StationHealy Cherokee Cherokee

10774 6288 469 469

2 1 2 1

2.030E-03 (BDL) 2.1382E-03 2.2756E-03 2.6813E-03

1 1 1 1
2.03E-03 2.14E-03 2.28E-03 2.68E-03

-6.903744766 -6.9037448 -6.44556884 -6.412018111

Arapahoe Quindaro

465 1295

3 1

3.4207E-03 3.8592E-03

1 1
3.42E-03 3.86E-03

-6.395943441 -6.333270985

-6.31339215

Reid Gardner Wygen 2 Vermilion Urquhart Elrama Power Plant

2324 56319 897 3295 3098

3 1 Unit 2 URQ3 1

5.0409E-03 5.313E-03 (BDL) 6.2719E-03 6.5017E-03 6.9351E-03

5.417E-03 (BDL)

1 2 1 1 1
5.04E-03 5.31E-03 6.27E-03 6.50E-03 6.94E-03

-6.29598683 -6.295297715 -6.295297715 -6.239476165 -6.1997817

-6.29482443

Elrama Power Plant Vermilion James River Power Station

3098 897 2161

2 Unit 1 4

6.9351E-03 7.4003E-03 8.3333E-03

1 1 1
6.94E-03 7.40E-03 8.33E-03

-6.199781701 -6.1478002 -6.085494835

Hoot Lake Quindaro Green River

1943 1295 1357

2 2 5

8.473E-03 (BDL) 8.8822E-03 9.3842E-03

1 1 1
8.47E-03 8.88E-03 9.38E-03

-5.921435875 -5.677914563 -5.557289987

Dunkirk Generating Plant Potomac River Mecklenburg Power Station Mecklenburg Power Station Silver Bay Power

2554 3788 52007 52007 10849

1 4 BLR1 BLR2 BLR1

9.9103E-03 1.0055E-02 1.1725E-02 1.1725E-02 1.3747E-02

8.8537E-02

1 2 1 1 1
9.91E-03 1.01E-02 1.17E-02 1.17E-02 1.37E-02

-5.290177016 -5.2376274 -5.071673066 -5.035696227 -4.971158011 -4.971158011

-5.218273


-4.906234765 -4.787491743 -4.770905098 -4.723706844 -4.668725196 -4.614176002 -4.599694464

-2.424339546


-4.446015326 -4.446015326 -4.286955856









































































Logan Generating Plant Seward Seward

10043 3130 3130

B01 1 2

1.287E-05 (BDL) 1.9267E-05 1.9267E-05

7.8076E-05 2.9484E-04 2.9484E-04

7.8689E-05

1.1840E-04

1.8748E-04
Sandow Station Hatfield's Ferry Power StationSandow Station HOLCOMB

52071 3179 52071 108

5A 1 5B SGU1

2.1186E-05 2.4700E-05 2.5524E-05 2.6000E-05

9.244E-05 (BDL) 1.3130E-04 3.018E-05 (BDL)
INDIANTOWN COGENERATION L.P. Rawhide

50976 6761

AABO1 101

3.577E-05 (BDL) 3.6081E-05

6.0000E-05

1.6000E-04

3.2000E-04

3.3354E-04
Walter Scott Jr. Energy Center Cross Chambers Cogeneration LP

1082 130 10566

4 4 Boil 1

3.8000E-05 4.0967E-05 4.2400E-05

5.9000E-05 2.2897E-04

7.3724E-05
Navajo Generating Station

4941

1

5.0000E-05

6.4809E-05
Emissions (lb/MW)

Logan Generating Plant

ORIS/Facility/Unit 10043

Test Averages B01

1 1.127E-04 (BDL)

2 6.8353E-04

3 6.8890E-04

4 1.0366E-03

5 1.6413E-03

6 3.6105E-03

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

ni = number test runs = 6

Total number of values used to calculate mean on row 65

n =Total # test runs =

1

N

i

i

n





N

1

N

i

i

n




This step is for QC only:

means 1.13E-04

UPL Mean =

Pooled Variance = 

m= number future runs =

Term1

Term2

Squared root Term2

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desire

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2

1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2

1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 
t-statistic

= quantile t-distribution with df 

degrees of freedom at .99 

confidence level =

UPL POOLED VARIANCE = 

Tukey's Exploratory Data Analysis Model

0.000679554 25th Percentile

0.002554792 75th Percentile

0.001875238 IQR

Gross Outlier Test

Far Outlier Test (low)

Far Outlier Test (high)

Near Outlier Test (low)

Near Outlier Test (high)

d f t

2

,

1 1 X tdf p

s

n m

 

     

d f t

2

,

1 1 X tdf p

s

n m

 

     
Seward Seward Sandow Station HOLCOMBHatfield's Ferry Power Station

3130 3130 52071 108 3179

1 2 5A SGU1 1

2.0419E-04 2.0419E-04 2.2210E-04 2.2768E-04 2.3863E-04

3.1248E-03 3.1248E-03 9.690E-04 (BDL) 1.2685E-03

2 2 2 1 2

84 = n for existing sources in Term 1 on row 79

127 = n for new sources in Term 1 ; = number of data points in s^2 calculation; als
126 (this value is used to determine the t-statistic on row 95)

2.04E-04 2.04E-04 2.22E-04 2.28E-04 2.39E-04

1.5244E-03

Skewness =

SE Skewness

3.8532E-05 Skewness Test

Kurtosis =

SE Kurtosis

Kurtosis Test

Number of test runs =

1

1.0119

3.8990E-05

6.2442E-03

desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)
2.36 (the t-statistic should be calculated with the one less data point than the data se

1.62E-02
Sandow Station Rawhide INDIANTOWN COGENERATION L.P.

52071 6761 50976

5B 101 AABO1

2.6758E-04 3.3124E-04 3.390E-04 (BDL)

3.164E-04 (BDL) 5.5082E-04

1.4689E-03

2.9377E-03

3.0620E-03

3.2223E-03

2 6 1

ts in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic
2.68E-04 3.31E-04 3.39E-04

Distribution of Normal Tests Distribution of Log Tests

3.74E-01 #DIV/0!

0.27 #DIV/0!

normal #DIV/0!

-1.23E+00 #DIV/0!

0.53 #DIV/0!

normal #DIV/0!

84 0 Result:
a point than the data set used for calculation of s^2.)
Walter Scott Jr. Energy Center Chambers Cogeneration LP Cross

1082 10566 130

4 Boil 1 4

3.4312E-04 4.1269E-04 4.4559E-04

5.3274E-04 2.4905E-03

6.6568E-04

3 1 2
3.43E-04 4.13E-04 4.46E-04

normal

Navajo Generating Station Chambers Cogeneration LPRoxboro Steam Electric Plant

4941 10566 2712

1 Boil 2 2

4.5874E-04 5.4515E-04 5.5399E-04

5.9462E-04

2 1 1
4.59E-04 5.45E-04 5.54E-04

TS Power Plant Colstrip

56224 6076

BLR100 3

5.685E-04 (BDL) 5.8415E-04

3.4909E-03

9.1811E-03

3 1

UPL Pooled Variance=

2

,

1 1 X tdf p

s

n m

 

   

 

2

,

1 1 X tdf p

s

n m

 

   

 
5.68E-04 5.84E-04

X tdf , ps

n m

   

 

X tdf , ps

n m

   

 
IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")

3.5764E+02

5.6849E-04 5.6849E-02

1.45938E-08

3.8954E+04
H L Spurlock Station Navajo Generating Station Marshall

6041 4941 2727

3 2 Unit 4

6.1111E-04 6.1166E-04 6.4964E-04

6.2610E-04 6.3903E-04 6.8309E-04

8.0081E-04

2.441E-03 (BDL)

2 2 4

2

,

1 1 

t

df p

s

n m

 

     

2

,

1 1 

t

df p

s

n m

 

     
6.11E-04 6.12E-04 6.50E-04

t

df , p

s

n m

     t

df , p

s

n m

     
39),"Gross Outlier",""),"")
Cross Roanoke Valley I Weston Elm Road Generating Station

130 54035 4078 56068

3 BLR1 4 1

6.6822E-04 6.8333E-04 6.9034E-04 7.3523E-04

2.6752E-03 5.2588E-03

2 2 1 1
6.68E-04 6.83E-04 6.90E-04 7.35E-04

Cholla Hawthorn

113 2079

3 5A

7.709E-04 (BDL) 8.012E-04 (BDL)

3.0000E-03

3.8889E-03

1 3
7.71E-04 8.01E-04

Dallman Hammond J K Spruce ChollaNavajo Generating Station

963 708 7097 113 4941

34 4 BLR1 4 3

8.1393E-04 8.2683E-04 8.3611E-04 8.560E-04 (BDL) 8.6086E-04

8.4190E-04 8.8690E-04

7.2163E-03

3 1 1 1 2
8.14E-04 8.27E-04 8.36E-04 8.56E-04 8.61E-04

AES Puerto Rico Cogeneration FacilityPleasant Prairie Pleasant Prairie

68029 6170 6170

BLR2 2 1

9.263E-04 (BDL) 9.4706E-04 9.5067E-04

1 1 1
9.26E-04 9.47E-04 9.51E-04

AES Puerto Rico Cogeneration Facility San Juan H L Spurlock Station

68029 2451 6041

BLR1 Unit 3 4

9.831E-04 (BDL) 1.016E-03 (BDL) 1.1054E-03

1.2156E-03

1.8667E-03

1.0547E-02

1 1 4
9.83E-04 1.02E-03 1.11E-03

Walter Scott Jr. Energy Center San Juan Bowen San Juan Cardinal San Juan

1082 2451 703 2451 2828 2451

3 Unit 1 4 Unit 4 1 Unit 2

1.1072E-03 1.116E-03 (BDL) 1.1373E-03 1.223E-03 (BDL) 1.2258E-03 1.237E-03 (BDL)

1 1 1 1 1 1
1.11E-03 1.12E-03 1.14E-03 1.22E-03 1.23E-03 1.24E-03

Oak Grove Hayden Bowen AES PetersburgAES Petersburg Conesville John E. Amos

6180 525 703 994 994 2840 3935

1 2 2 2 1 4 2

1.3203E-03 1.3566E-03 1.5018E-03 1.5128E-03 1.5165E-03 1.5439E-03 1.5715E-03

2.4886E-03

2 1 1 1 1 1 1
1.32E-03 1.36E-03 1.50E-03 1.51E-03 1.52E-03 1.54E-03 1.57E-03

Cardinal Welsh Mountaineer Valmont Louisa

2828 6139 6264 477 6664

2 1 1 5 101

1.5893E-03 1.7967E-03 1.9394E-03 1.9872E-03 2.0466E-03

1 1 1 1 1
1.59E-03 1.80E-03 1.94E-03 1.99E-03 2.05E-03

Wansley Asheville Steam Electric Plant Hayden Ghent Cherokee Bowen

6052 2706 525 1356 469 703

2 2 1 1 4 3

2.0504E-03 2.0512E-03 2.1169E-03 2.1712E-03 2.1767E-03 2.1892E-03

1 1 1 1 1 1
2.05E-03 2.05E-03 2.12E-03 2.17E-03 2.18E-03 2.19E-03

Gibson R D Green Cross Marshall Marshall Crystal River Power Plant

6113 6639 130 2727 2727 628

4 G2 1 Unit 1 Unit 2 5

2.470E-03 (BDL) 2.5404E-03 2.5981E-03 2.615E-03 (BDL) 2.618E-03 (BDL) 2.6503E-03

5.1844E-03

2 1 1 1 1 1
2.47E-03 2.54E-03 2.60E-03 2.61E-03 2.62E-03 2.65E-03

Labadie HMP&L Station Two Henderson Asheville Steam Electric Plant PPL Montour Conemaugh Nebraska City

2103 1382 2706 3149 3118 6096

2 H1 1 1 1 NC2

2.7097E-03 2.7290E-03 2.7308E-03 2.738E-03 (BDL) 2.7647E-03 2.8046E-03

5.6732E-02 3.1678E-03

1 1 2 1 2 1
2.71E-03 2.73E-03 2.73E-03 2.74E-03 2.76E-03 2.80E-03

Marshall Wansley Springerville John E. Amos Mt. Storm Conemaugh

2727 6052 8223 3935 3954 3118

Unit 3 1 3 3 3 2

2.8454E-03 2.8526E-03 2.8558E-03 2.8703E-03 3.0142E-03 3.1933E-03

4.4797E-03

1 1 1 1 1 2
2.85E-03 2.85E-03 2.86E-03 2.87E-03 3.01E-03 3.19E-03

AES Cayuga, LLC PPL Montour HMP&L Station Two Henderson Montrose Montrose

2535 3149 1382 2080 2080

1 2 H2 2 1

3.2004E-03 3.259E-03 (BDL) 3.2900E-03 3.3989E-03 3.4149E-03

4.0787E-02 1.1383E-02

1 1 1 2 2
3.20E-03 3.26E-03 3.29E-03 3.40E-03 3.41E-03


























































Dunkirk Generating Plant Salem Harbor Martin Drake

2554 1626 492

1 1 5

2.9899E-04 4.9037E-04 4.9068E-04

3.0000E-03 8.8614E-04

5.0000E-03 9.3666E-04

6.0000E-03 7.8400E-03

9.0000E-03 2.6533E-02
Rio Bravo Poso Wygen 1 Martin Drake Neil Simpson II

10769 55479 492 7504

C-E CONTRACT 24687 3 6 2

8.0762E-04 8.2645E-04 8.8614E-04 9.2616E-04

1.4000E-03 9.3666E-04

1.6000E-03

1.9000E-03

5.4000E-03
AES Hawaii New Castle Plant

10673 3138

BLR A 3

9.8920E-04 9.9334E-04

3.9867E-03

8.6667E-03

3.0667E-02
Vermilion Potomac River Vermilion

897 3788 897

Unit 13 Unit 2

1.0000E-03 1.0000E-03 1.0000E-03

1.3361E-03 2.0000E-03 1.3361E-03

2.0000E-03 6.5667E-03 2.0000E-03

2.2000E-02
Northampton Generating Company, L.P.

50888

BLR1

1.3500E-03

1.7600E-03

2.0933E-03

2.9167E-03

4.6000E-03
Emissions (lb/MW)

Dunkirk Generating Plant

ORIS/Facility/Unit 2554

Test Averages 1

1 3.2438E-03

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

ni = number test runs = 1

Total number of values used to calculate mean on row 65

n =Total # test runs =

1

N

i

i

n





N

1

N

i

i

n




This step is for QC only:

means 3.24E-03

UPL Mean =

Pooled Variance = 

m= number future runs =

Term1

Term2

Squared root Term2

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desire

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2

1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2

1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 
t-statistic

= quantile t-distribution with df 

degrees of freedom at .99 

confidence level =

UPL POOLED VARIANCE = 

Tukey's Exploratory Data Analysis Model

0.011550504 25th Percentile

0.040325029 75th Percentile

0.028774525 IQR

Gross Outlier Test

Far Outlier Test (low)

Far Outlier Test (high)

Near Outlier Test (low)

Near Outlier Test (high)

d f t

2

,

1 1 X tdf p

s

n m

 

     

d f t

2

,

1 1 X tdf p

s

n m

 

     
Martin Drake Salem Harbor Potomac River Rio Bravo Poso Wygen 1

492 1626 3788 10769 55479

5 1 3 C-E CONTRACT 24687 3

5.0853E-03 5.9084E-03 8.8981E-03 9.1515E-03 9.5632E-03

9.1836E-03 3.6146E-02 1.7796E-02 1.5864E-02

9.7072E-03 6.0244E-02 5.8431E-02 1.8130E-02

8.1251E-02 7.2293E-02 1.9576E-01 2.1530E-02

2.7498E-01 1.0844E-01 6.1190E-02

2.9709E-01 1.2049E-01

6 6 4 5 1

42 = n for existing sources in Term 1 on row 79

142 = n for new sources in Term 1 ; = number of data points in s^2 calculation; als
141 (this value is used to determine the t-statistic on row 95)

5.09E-03 5.91E-03 8.90E-03 9.15E-03 9.56E-03

2.6889E-02

Skewness =

SE Skewness

1.0877E-01 Skewness Test

Kurtosis =

SE Kurtosis

Kurtosis Test

Number of test runs =

1

1.0238

1.1136E-01

3.3371E-01

desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)
2.35 (the t-statistic should be calculated with the one less data point than the data se

8.12E-01
Martin Drake Vermilion AES Hawaii

492 897 10673

6 Unit 2 BLR A

9.6954E-03 9.7818E-03 9.9544E-03

1.0248E-02 1.3069E-02

1.9564E-02

2 3 1

ts in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic
9.70E-03 9.78E-03 9.95E-03

Distribution of Normal Tests Distribution of Log Tests

-1.07E-01 #DIV/0!

0.38 #DIV/0!

normal #DIV/0!

-1.49E+00 #DIV/0!

0.76 #DIV/0!

normal #DIV/0!

42 0 Result:
a point than the data set used for calculation of s^2.)
New Castle Plant Vermilion Neil Simpson II

3138 897 7504

3 Unit 1 2

1.0390E-02 1.1542E-02 1.1577E-02

4.1697E-02 1.5421E-02

9.0646E-02 2.3083E-02

3.2075E-01

4 3 1
1.04E-02 1.15E-02 1.16E-02

normal

Northampton Generating Company, L.P. Lamar Plant AES Hawaii

50888 508 10673

BLR1 4 BLR B

1.2786E-02 1.3263E-02 1.3734E-02

1.6669E-02

1.9826E-02

2.7624E-02

4.3567E-02

6.2509E-02

0.064087603

0.083355698

8 1 1
1.28E-02 1.33E-02 1.37E-02

Reid Gardner Port of Stockton District Energy Facility

2324 54238

1 N64514

2.1065E-02 2.2800E-02

1.0722E-01 2.4320E-02

3.1014E-01 4.5600E-02

0.310135135 6.1560E-02

7.5240E-02

7.9800E-02

0.1482

0.19

4 8

UPL Pooled Variance=

2

,

1 1 X tdf p

s

n m

 

   

 

2

,

1 1 X tdf p

s

n m

 

   

 
2.11E-02 2.28E-02

X tdf , ps

n m

   

 

X tdf , ps

n m

   

 
IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")

4.4765E+05

2.1065E-02 2.1065E+00

1.45938E-08

1.4434E+06
Port of Stockton District Energy Facility Salem Harbor ACE Cogeneration Company

54238 1626 10002

N64516 2 1

2.2800E-02 2.5748E-02 2.7874E-02

2.4320E-02 7.7244E-02 7.4629E-02

4.5600E-02 7.7244E-02 1.0790E-01

6.1560E-02 1.2874E-01 1.1689E-01

7.5240E-02 8.4969E-01 1.2318E-01

7.9800E-02

0.1482

0.19

8 5 5

2

,

1 1 

t

df p

s

n m

 

     

2

,

1 1 

t

df p

s

n m

 

     
2.28E-02 2.57E-02 2.79E-02

t

df , p

s

n m

     t

df , p

s

n m

     
39),"Gross Outlier",""),"")
Valley Hammond Crist Hammond

4042 708 641 708

3 2 5 3

2.8509E-02 3.2164E-02 3.2199E-02 3.2259E-02

5.9948E-02

1.0046E-01

1.1212E-01

1.2739E-01

5 1 1 1
2.85E-02 3.22E-02 3.22E-02 3.23E-02

Hammond Crist

708 641

1 4

3.2750E-02 3.4207E-02

1 1
3.27E-02 3.42E-02

Cedar Bay Generating Company L.P. New Castle Plant Grant Town Power PlantGrant Town Power Plant Tecumseh Energy Center

10672 3138 10151 10151 1252

CBB 4 BLR1A BLR1B 9

3.4663E-02 3.5845E-02 3.6000E-02 3.6000E-02 3.9205E-02

4.2366E-02 7.4627E-02 1.0895E-01 1.0895E-01 4.5395E-02

5.7772E-02 7.4927E-02 2.6523E-01 2.6523E-01

5.8653E-02 7.7894E-02

9.6286E-02

1.2325E-01

0.184869565

7 4 3 3 2
3.47E-02 3.58E-02 3.60E-02 3.60E-02 3.92E-02

O H Hutchings Sunnyside Cogen AssociatesWhelan Energy Center Unit 1 (WEC1)

2848 50951 60

H-5 1 1

4.0698E-02 4.1525E-02 4.1906E-02

2.1367E-01

2.2961E-01

2.4419E-01

5.3925E-01

7.1154E-01

6 1 1
4.07E-02 4.15E-02 4.19E-02

Whitewater Valley Whitewater Valley Grand Haven City of J.B. Sims

1040 1040 1825

2 1 3

4.2319E-02 4.2778E-02 4.5471E-02

1.0157E+00 1.0267E+00

1.4812E+00 1.4972E+00

2.1265E+00 2.1496E+00

4 4 1
4.23E-02 4.28E-02 4.55E-02

Potomac River Morgantown Energy Facility Morgantown Energy FacilityScholz Wheelabrator Frackville Energy Co.

3788 10743 10743 642 50879

4 CFB1 CFB2 1 50879

4.6270E-02 4.7069E-02 4.7069E-02 4.7520E-02 4.8074E-02

1.2813E-01 1.4282E-01 1.4282E-01 1.0935E-01

1.9576E-01 2.1966E-01 2.1966E-01 1.3140E-01

2.0060E-01

2.0907E-01

2.0933E-01

0.21149839

0.219861696

0.22137339

3 3 3 9 1
4.63E-02 4.71E-02 4.71E-02 4.75E-02 4.81E-02















































































Chambers Cogeneration LP Sheldon Station Chambers Cogeneration LP

10566 2277 10566

Boil 2 2 Boil 1

2.3004E-04 5.1535E-04 5.1610E-04

1.2855E-03 2.6667E-03

3.3333E-03 3.2855E-03

3.3333E-03 4.6667E-03

6.0000E-03 7.3333E-03
Springerville Logan Generating Plant Sandow Station Springerville

8223 10043 52071 8223

3 B01 5A 4

5.8211E-04 6.5396E-04 6.7340E-04 7.5428E-04

1.0000E-03 1.0000E-03 1.0000E-03

1.7900E-03 1.9000E-03

1.8000E-03

4.4000E-03
Dunkirk Generating Plant PSEG Mercer Generating Station

2554 2408

4 E2

7.6382E-04 7.8255E-04

8.2325E-04

2.0000E-03
Bridgeport Station Gerald Gentleman PSEG Mercer Generating Station

568 6077 2408

BHB3 2 E1

7.9892E-04 8.0743E-04 8.2325E-04

8.5610E-04

1.0000E-03
Martin Drake

492

7

8.8614E-04

9.3666E-04

4.0894E-03

2.6533E-02

2.8667E-02
Emissions (lb/MW)

Chambers Cogeneration LP

ORIS/Facility/Unit 10566

Test Averages Boil 2

1 2.2390E-03

2 1.2512E-02

3 3.2444E-02

4 3.2444E-02

5 5.8400E-02

6 8.7600E-02

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

ni = number test runs = 6

Total number of values used to calculate mean on row 65

n =Total # test runs =

1

N

i

i

n





N

1

N

i

i

n




This step is for QC only:

means 2.24E-03

UPL Mean =

Pooled Variance = 

m= number future runs =

Term1

Term2

Squared root Term2

NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, so if 99% confidence is desire

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

1

N ni

ij

i j

X x

n  

 

1 1

n m



2

1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2

1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 

 

2

2

1

1

1

n

i

i

s x X

n 

 





1 1

n m



2 1 1

s

n m

    

 

1

1

N

i

i

df n



 

      

2 1 1

s

n m

    

 

1

1

ni

i ik

i

k

x x

n 

 
t-statistic

= quantile t-distribution with df 

degrees of freedom at .99 

confidence level =

UPL POOLED VARIANCE = 

Tukey's Exploratory Data Analysis Model

0.011075434 25th Percentile

0.027407106 75th Percentile

0.016331672 IQR

Gross Outlier Test

Far Outlier Test (low)

Far Outlier Test (high)

Near Outlier Test (low)

Near Outlier Test (high)

d f t

2

,

1 1 X tdf p

s

n m

 

     

d f t

2

,

1 1 X tdf p

s

n m

 

     
Chambers Cogeneration LP Springerville Sheldon Station Logan Generating PlantSpringerville

10566 8223 2277 10043 8223

Boil 1 3 2 B01 4

5.0234E-03 5.4331E-03 5.5336E-03 5.7252E-03 7.0400E-03

2.5956E-02 9.3333E-03 9.3333E-03

3.1979E-02 1.6707E-02 1.7733E-02

4.5422E-02 1.6800E-02

7.1378E-02 4.1067E-02

7.4622E-02

6 5 1 1 3

84 = n for existing sources in Term 1 on row 79

262 = n for new sources in Term 1 ; = number of data points in s^2 calculation; als
261 (this value is used to determine the t-statistic on row 95)

5.02E-03 5.43E-03 5.53E-03 5.73E-03 7.04E-03

1.9425E-02

Skewness =

SE Skewness

1.3850E-02 Skewness Test

Kurtosis =

SE Kurtosis

Kurtosis Test

Number of test runs =

1

1.0119

1.4015E-02

1.1838E-01

desired confidence, so if 99% confidence is desired then alpha=0.01 and 2*alpha=2*(0.01)
2.34 (the t-statistic should be calculated with the one less data point than the data se

2.97E-01
Sandow Station PSEG Mercer Generating Station Dunkirk Generating Plant

52071 2408 2554

5A E2 4

7.0596E-03 7.0726E-03 7.1917E-03

1.0483E-02 7.4405E-03

1.8076E-02

2 3 1

ts in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic
7.06E-03 7.07E-03 7.19E-03

Distribution of Normal Tests Distribution of Log Tests

-1.25E-01 #DIV/0!

0.27 #DIV/0!

normal #DIV/0!

-1.34E+00 #DIV/0!

0.53 #DIV/0!

normal #DIV/0!

84 0 Result:
a point than the data set used for calculation of s^2.)
PSEG Mercer Generating Station Gerald Gentleman Bridgeport Station

2408 6077 568

E1 2 BHB3

7.4405E-03 8.1152E-03 8.1280E-03

7.7374E-03

9.0379E-03

3 1 1
7.44E-03 8.12E-03 8.13E-03

normal

H L Spurlock Station Dallman Ray D Nixon

6041 963 8219

3 34 1

8.3333E-03 8.3910E-03 8.7301E-03

1.6667E-02 9.2301E-02 1.9367E-02

4.1667E-02 1.1254E-01

5.4486E-02

4 2 3
8.33E-03 8.39E-03 8.73E-03

Rawhide Martin Drake

6761 492

101 7

9.1803E-03 9.2699E-03

9.7984E-03

1.2210E-02 4.2779E-02

0.018360656 2.7757E-01

2.0968E-02 2.9988E-01

3.6721E-02

0.119344262

6 5

UPL Pooled Variance=

2

,

1 1 X tdf p

s

n m

 

   

 

2

,

1 1 X tdf p

s

n m

 

   

 
9.18E-03 9.27E-03

X tdf , ps

n m

   

 

X tdf , ps

n m

   

 
IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")

7.5074E+04

9.1803E-03 9.1803E-01

1.45938E-08

6.2906E+05
Sheldon Station Sandow Station Havana

2277 52071 891

1 5B Boiler 9

1.0057E-02 1.0347E-02 1.0457E-02

1.0483E-02 2.8713E-02

1 2 2

2

,

1 1 

t

df p

s

n m

 

     

2

,

1 1 

t

df p

s

n m

 

     
1.01E-02 1.03E-02 1.05E-02

t

df , p

s

n m

     t

df , p

s

n m

     
39),"Gross Outlier",""),"")
St Clair Power Plant Oak Grove Comanche Gerald Gentleman

1743 6180 470 6077

2 1 2 1

1.0736E-02 1.1189E-02 1.1504E-02 1.1935E-02

1.4315E-02 9.2561E-02

3.9366E-02

6.7996E-02

4 2 1 1
1.07E-02 1.12E-02 1.15E-02 1.19E-02

TransAlta Centralia Generation Hawthorn

3845 2079

BD22 5A

1.2109E-02 1.2250E-02

1.9681E-02

2.2105E-02

4.5520E-02

5.7811E-02

8.6489E-02

6 1
1.21E-02 1.23E-02

Salem Harbor San Juan Walter Scott Jr. Energy Center TransAlta Centralia GenerationCope

1626 2451 1082 3845 7210

3 Unit 3 3 BD21 COP1

1.2391E-02 1.4349E-02 1.4366E-02 1.4675E-02 1.4727E-02

3.5249E-02 3.4242E-02 3.3278E-02

7.0497E-02 4.0234E-02

1.0575E-01 4.2116E-02

3.9948E-01 4.3231E-02

7.2765E-02

5 1 1 6 2
1.24E-02 1.43E-02 1.44E-02 1.47E-02 1.47E-02

Harrison Power Station James H. Miller Jr. Herbert A. Wagner

3944 6002 1554

2 4 2

1.6298E-02 1.6606E-02 1.7045E-02

1.4552E-01

1.6793E-01

4.4820E-01

4 1 1
1.63E-02 1.66E-02 1.70E-02

Consumers Energy - J.H. Campbell McMeekin Escalante

1710 3287 87

Unit 2 MCM1 1

1.7534E-02 1.7788E-02 1.7935E-02

1.0049E-01 2.4564E-02 2.3430E-02

1.0460E-01 2.6258E-02 4.6890E-02

4.4046E-02 4.8269E-02

5.6305E-02 8.3242E-02

7.7927E-02 1.1830E-01

3 6 6
1.75E-02 1.78E-02 1.79E-02

Consumers Energy - J.H. Campbell J T Deely J T Deely Weston E. C. Gaston Roxboro Steam Electric Plant

1710 6181 6181 4078 26 2712

Unit 1 1 2 4 3 2

1.8070E-02 1.8116E-02 1.8116E-02 1.8973E-02 1.9155E-02 1.9446E-02

1.0356E-01 2.8340E-02 2.8340E-02 6.6586E-02 4.5626E-02

1.0780E-01 9.2430E-02 1.6342E-01

1.0034E-01 2.2192E-01

1.7787E-01 6.7328E-01

6.9290E-01

3 2 2 1 5 6
1.81E-02 1.81E-02 1.81E-02 1.90E-02 1.92E-02 1.94E-02

H L Spurlock Station McMeekin CrossSt Johns River Power Park Monroe Power Plant St Clair Power Plant Shawnee

6041 3287 130 207 1733 1743 1379

4 MCM2 1 PPBoiler1 4 3 10

1.9911E-02 2.0024E-02 2.1318E-02 2.1721E-02 2.3362E-02 2.3669E-02 2.4000E-02

5.7985E-02 3.7408E-02 2.3341E-02 2.6282E-02 3.0431E-02 3.4286E-02

4.2550E-02 3.1977E-02 3.5043E-02 3.3812E-02 7.8857E-02

5.0059E-02 1.1725E-01 3.5043E-02 3.3812E-02 5.2800E-01

7.5923E-02 1.4923E-01 4.3804E-02 4.0575E-02 9.0857E-01

7.9260E-02 1.4923E-01 4.8184E-02 5.7481E-02

0.159885246 0.048184049 0.060862069

0.056944785

0.056944785

0.061325153

2 6 7 1 10 7 5
1.99E-02 2.00E-02 2.13E-02 2.17E-02 2.34E-02 2.37E-02 2.40E-02

Springerville South Oak Creek Big Bend Weston HOLCOMB

8223 4041 645 4078 108

2 8 4 3 SGU1

2.4049E-02 2.4478E-02 2.4651E-02 2.4971E-02 2.5104E-02

6.1458E-02 1.0209E-01 7.2398E-02 6.2125E-02 5.7213E-02

6.5021E-02 7.3563E-02 9.3640E-02

7.3928E-02

1.3271E-01

5 2 3 3 2
2.40E-02 2.45E-02 2.47E-02 2.50E-02 2.51E-02

Asheville Steam Electric Plant J K SpruceCheswick Power PlantWidows Creek North Valmy Springerville

2706 7097 8226 50 8224 8223

2 BLR1 1 6 1 1

2.5174E-02 2.5956E-02 2.6144E-02 2.6370E-02 2.6634E-02 2.6909E-02

2.5267E-02 2.9840E-02 1.0784E-01 3.0138E-02 3.7147E-02 5.2023E-02

3.3421E-02 7.6771E-02 1.8301E-01 3.7672E-02 4.2053E-02 6.1890E-02

6.5265E-02 3.3007E-01 5.2741E-02 9.7768E-02

1.0567E-01 3.4967E-01 6.7272E-01

1.8647E-01 5.4248E-01

6 3 6 4 3 5
2.52E-02 2.60E-02 2.61E-02 2.64E-02 2.66E-02 2.69E-02

Walter Scott Jr. Energy Center Roxboro Steam Electric Plant River Rouge Power PlantState Line Canadys Steam Cholla

1082 2712 1740 981 3280 113

4 1 3 3 CAN3 3

2.7088E-02 2.7399E-02 2.7430E-02 2.7546E-02 2.7614E-02 2.8080E-02

3.0488E-02 6.1771E-02 9.1433E-02 1.1019E-01 2.9586E-02 4.3215E-02

6.8273E-02 1.5544E-01 2.7400E-01 4.6352E-02 5.7620E-02

5.2269E-02

1.3819E-01

1.4990E-01

2 3 3 3 6 3
2.71E-02 2.74E-02 2.74E-02 2.75E-02 2.76E-02 2.81E-02

Harding StreetSanton Energy Center Clover Gorgas Gorgas St Clair Power Plant

990 564 7213 8 8 1743

70 1 2 10 8 6

2.8178E-02 2.8695E-02 2.9578E-02 2.9595E-02 2.9880E-02 3.0665E-02

3.3580E-02 1.4963E-01 1.5107E-01

3.9380E-02 3.5465E-01 3.5806E-01

8.1813E-02

1 4 1 3 3 1
2.82E-02 2.87E-02 2.96E-02 2.96E-02 2.99E-02 3.07E-02

Gorgas Gallatin Gallatin Sioux TS Power Plant PPL Brunner Island

8 3403 3403 2107 56224 3140

9 3 4 2 BLR100 2

3.0696E-02 3.0851E-02 3.0851E-02 3.1428E-02 3.1709E-02 3.1824E-02

1.5520E-01 4.0106E-02 4.0106E-02 4.8931E-02 2.4610E-01

3.6784E-01 6.5164E-02

3 2 2 1 3 2
3.07E-02 3.09E-02 3.09E-02 3.14E-02 3.17E-02 3.18E-02

Crist Brandon Shores Eastlake G G Allen Marshall

641 602 2837 2718 2727

6 2 3 ES-3 Unit 1

3.2217E-02 3.2311E-02 3.2419E-02 3.2541E-02 3.2619E-02

9.4977E-02 3.8716E-02

2.0394E-01

1 1 1 2 3
3.22E-02 3.23E-02 3.24E-02 3.25E-02 3.26E-02