**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 A verages**  **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 desired then alpha=0.01 and 2*alpha=2*(0.01)



#  2 2 1 

## 11n i i 

## s xX n  

##  



# 1 1 

## 1 i

n N 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 i

n i ik k i 

## x x

n  

##  

# 

 2

2 1 

## 11 n i i 

## s x X n  

##  



# 

1 1 n m 

21 1 sn m        1 1 N i i df n

  
      

## 

21 1

sn m        1 

## 1 i n i ik

k i 

## 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 Model6.28546E-0825th Percentile 1.53789E-0775th Percentile 9.09346E-08IQR
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 dfp 

## X t s n m

   

    d f t

2

, 

## 1 1 dfp 

## X t s n m

   

   **Spruance Genco, LLC Nucla**  **Spruance Genco, LLC Spruance Genco, LLC**  **AES 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; also, this number minus 1 is the value used to calculate the t-statistic29 (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 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is 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 set used for calculation of s^2.)
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

; = number of data points in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic8.29E-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:**(the t-statistic should be calculated with the one less data 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 11.01E-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-051.21E-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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        1.79E-07 2.20E-07, dfp 

# X t s n m       , dfp 

# X t s 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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        2.20E-07 2.33E-07

, dfp 

# X t s n m       , dfp 

# X t s n m      IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"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 Facility Colver 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 A verages**  **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 desired then alpha=0.01 and 2*alpha=2*(0.01)



#  2 2 1 

## 11n i i 

## s xX n  

##  



# 1 1 

## 1 i

n N 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 i

n i ik k i 

## x x

n  

##  

# 

 2

2 1 

## 11 n i i 

## s x X n  

##  



# 

1 1 n m 

21 1 sn m        1 1 N i i df n

  
      

## 

21 1

sn m        1 

## 1 i n i ik

k i 

## 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 Model1.74128E-0725th Percentile 4.83158E-0775th Percentile 3.0903E-07IQR
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 dfp 

## X t s n m

   

    d f t

2

, 

## 1 1 dfp 

## X t 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; also, this number minus 1 is the value used to calculate the t-statistic63 (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 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is 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 set used for calculation of s^2.)
5.96E-06**Birchwood Power Facility Chambers Cogeneration LP**  **Clover 54304**  **10566 7213**  **1A Boil 1**  **1** 1.603E-07 (BDL) 1.8792E-07 2.3111E-07

1 1 1

; = number of data points in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic1.60E-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:**(the t-statistic should be calculated with the one less data 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 72.37E-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 13.19E-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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        3.31E-07 3.56E-07, dfp 

# X t s n m       , dfp 

# X t s 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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        3.78E-07 4.17E-07 4.71E-07

, dfp 

# X t s n m       , dfp 

# X t s n m      IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"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-075.3441E-07 5.6619E-07 2.6461E-06 7.0622E-06 6.8956E-06 2.8771E-06 2.3791E-06

2 1 5 14.96E-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 16.00E-07 6.08E-07**Craig**

**6021 C2**  6.3586E-07 1.0080E-06 7.8234E-07

36.36E-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, LLC**  **Hardin Generator Project Spruance 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**  **4B 2**  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 A verages**  **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 desired then alpha=0.01 and 2*alpha=2*(0.01)



#  2 2 1 

## 11n i i 

## s xX n  

##  



# 1 1 

## 1 i

n N 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 i

n i ik k i 

## x x

n  

##  

# 

 2

2 1 

## 11 n i i 

## s x X n  

##  



# 

1 1 n m 

21 1 sn m        1 1 N i i df n

  
      

## 

21 1

sn m        1 

## 1 i n i ik

k i 

## 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 Model0.00114989925th Percentile 0.00693511275th Percentile 0.005785213IQR
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 dfp 

## X t 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; also, this number minus 1 is the value used to calculate the t-statistic47 (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 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is desired confidence, 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 set used for calculation of s^2.)
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

; = number of data points in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic7.79E-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:**(the t-statistic should be calculated with the one less data 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 11.00E-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 21.64E-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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        1.84E-03 1.84E-03

-7.723070298 -7.509419303 -6.441234487,

dfp 

# X t s n m       , dfp 

# X t s 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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        1.84E-03 1.95E-03 2.03E-03

-7.15689687-7.15394875 -7.138853761 , dfp 

# X t s n m       , dfp 

# X t s n m      IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")**Southampton Power Station Healy**  **Cherokee Cherokee**  **10774 6288**  **469 469**  **2 1**  **2 1**  2.030E-03 (BDL)2.1382E-032.2756E-03 2.6813E-03

1 1 1 12.03E-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 13.42E-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-035.313E-03 (BDL) 6.2719E-03 6.5017E-03 6.9351E-03

5.417E-03 (BDL)

1 2 1 1 15.04E-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 16.94E-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 18.47E-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 19.91E-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 Station**  **Sandow 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 A verages**  **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 desired then alpha=0.01 and 2*alpha=2*(0.01)



#  2 2 1 

## 11n i i 

## s xX n  

##  



# 1 1 

## 1 i

n N 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 i

n i ik k i 

## x x

n  

##  

# 

 2

2 1 

## 11 n i i 

## s x X n  

##  



# 

1 1 n m 

21 1 sn m        1 1 N i i df n

  
      

## 

21 1

sn m        1 

## 1 i n i ik

k i 

## 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 Model0.00067955425th Percentile 0.00255479275th Percentile 0.001875238IQR
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 dfp 

## X t s n m

   

    d f t

2

, 

## 1 1 dfp 

## X t s n m

   

   **Seward Seward**  **Sandow Station HOLCOMB**  **Hatfield'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; also, this number minus 1 is the value used to calculate the t-statistic126 (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 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is 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 set used for calculation of s^2.)
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

; = number of data points in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic2.68E-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:**(the t-statistic should be calculated with the one less data 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 23.43E-04 4.13E-04 4.46E-04

**normal Navajo Generating Station**  **Chambers Cogeneration LP Roxboro Steam Electric Plant**  **4941 10566**  **2712 1**  **Boil 2 2**  4.5874E-04 5.4515E-04 5.5399E-04 5.9462E-04

2 1 14.59E-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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        5.68E-04 5.84E-04, dfp 

# X t s n m       , dfp 

# X t s 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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        6.11E-04 6.12E-04 6.50E-04

, dfp 

# X t s n m       , dfp 

# X t s n m      IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")**Cross Roanoke Valley I** **Weston Elm Road Generating Station** 

**130 54035**  **4078 56068**  **3 BLR1**  **4 1**  6.6822E-04 6.8333E-046.9034E-04 7.3523E-04 2.6752E-03 5.2588E-03

2 2 1 16.68E-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 37.71E-04 8.01E-04**Dallman Hammond**  **J K Spruce Cholla** **Navajo 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 28.14E-04 8.27E-04 8.36E-04 8.56E-04 8.61E-04**AES Puerto Rico Cogeneration Facility Pleasant Prairie**  **Pleasant Prairie 68029**  **6170 6170**  **BLR2 2**  **1** 9.263E-04 (BDL) 9.4706E-04 9.5067E-04

1 1 19.26E-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 49.83E-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 11.11E-03 1.12E-03 1.14E-03 1.22E-03 1.23E-03 1.24E-03**Oak Grove Hayden**  **Bowen AES Petersburg**  **AES 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 11.32E-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 11.59E-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 12.05E-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 12.47E-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 12.71E-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 22.85E-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 23.20E-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 1 3**  **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 A verages**  **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 desired then alpha=0.01 and 2*alpha=2*(0.01)



#  2 2 1 

## 11n i i 

## s xX n  

##  



# 1 1 

## 1 i

n N 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 i

n i ik k i 

## x x

n  

##  

# 

 2

2 1 

## 11 n i i 

## s x X n  

##  



# 

1 1 n m 

21 1 sn m        1 1 N i i df n

  
      

## 

21 1

sn m        1 

## 1 i n i ik

k i 

## 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 Model0.01155050425th Percentile 0.04032502975th Percentile 0.028774525IQR
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 dfp 

## X t s n m

   

    d f t

2

, 

## 1 1 dfp 

## X t 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; also, this number minus 1 is the value used to calculate the t-statistic141 (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 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is 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 set used for calculation of s^2.)
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

; = number of data points in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic9.70E-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:**(the t-statistic should be calculated with the one less data 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 11.04E-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 11.28E-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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        2.11E-02 2.28E-02, dfp 

# X t s n m       , dfp 

# X t s 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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        2.28E-02 2.57E-02 2.79E-02

, dfp 

# X t s n m       , dfp 

# X t s n m      IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")**Valley Hammond**  **Crist Hammond** 

**4042 708**  **641 708**  **3 2**  **5 3**  2.8509E-02 3.2164E-023.2199E-02 3.2259E-02 5.9948E-02 1.0046E-01 1.1212E-01 1.2739E-01

5 1 1 12.85E-02 3.22E-02 3.22E-02 3.23E-02**Hammond Crist**  **708 641**  **1 4**  3.2750E-02 3.4207E-02

1 13.27E-02 3.42E-02**Cedar Bay Generating Company L.P. New Castle Plant** **Grant Town Power Plant Grant 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 23.47E-02 3.58E-02 3.60E-02 3.60E-02 3.92E-02**O H Hutchings Sunnyside Cogen Associates** **Whelan 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 14.07E-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 14.23E-02 4.28E-02 4.55E-02**Potomac River Morgantown Energy Facility** 

**Morgantown Energy Facility Scholz**  **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 14.63E-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 A verages**  **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 desired then alpha=0.01 and 2*alpha=2*(0.01)



#  2 2 1 

## 11n i i 

## s xX n  

##  



# 1 1 

## 1 i

n N 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 i

n i ik k i 

## x x

n  

##  

# 

 2

2 1 

## 11 n i i 

## s x X n  

##  



# 

1 1 n m 

21 1 sn m        1 1 N i i df n

  
      

## 

21 1

sn m        1 

## 1 i n i ik

k i 

## 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 Model0.01107543425th Percentile 0.02740710675th Percentile 0.016331672IQR
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 dfp 

## X t s n m

   

    d f t

2

, 

## 1 1 dfp 

## X t s n m

   

   **Chambers Cogeneration LP Springerville**  **Sheldon Station Logan Generating Plant**  **Springerville 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; also, this number minus 1 is the value used to calculate the t-statistic261 (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 NOTE: the pvalue for the t-statistic is calculated as: 2*alpha, where 1-alpha is 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 set used for calculation of s^2.)
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

; = number of data points in s^2 calculation; also, this number minus 1 is the value used to calculate the t-statistic7.06E-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:**(the t-statistic should be calculated with the one less data 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 17.44E-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 38.33E-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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        9.18E-03 9.27E-03 , dfp 

# X t s n m       , dfp 

# X t s 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 dfp 

# X t s n m         2

, 

# 1 1 dfp 

# X t s n m        1.01E-02 1.03E-02 1.05E-02

, dfp 

# X t s n m       , dfp 

# X t s n m      IF(COUNT(Q5:Q39)>1,IF(MAX(Q5:Q39)>100*MIN(Q5:Q39),"Gross Outlier",""),"")**St Clair Power Plant Oak Grove**  **Comanche Gerald Gentleman** 

**1743 6180**  **470 6077**  **2 1**  **2 1**  1.0736E-02 1.1189E-021.1504E-02 1.1935E-02 1.4315E-02 9.2561E-02 3.9366E-02 6.7996E-02

4 2 1 11.07E-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 11.21E-02 1.23E-02**Salem Harbor San Juan** **Walter Scott Jr. Energy Center TransAlta Centralia Generation**  **Cope 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 21.24E-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 11.63E-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 61.75E-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 61.81E-02 1.81E-02 1.81E-02 1.90E-02 1.92E-02 1.94E-02**H L Spurlock Station McMeekin**  **Cross St 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 0.0481840490.060862069 0.056944785 0.056944785 0.061325153

2 6 7 1 10 7 51.99E-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 22.40E-02 2.45E-02 2.47E-02 2.50E-02 2.51E-02**Asheville Steam Electric Plant J K Spruce**  **Cheswick Power Plant Widows 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 52.52E-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 Plant**

**State 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 32.71E-02 2.74E-02 2.74E-02 2.75E-02 2.76E-02 2.81E-02**Harding Street Santon 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 12.82E-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 23.07E-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 33.22E-02 3.23E-02 3.24E-02 3.25E-02 3.26E-02