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Update to incorporate eGRID 2022 and 2023. #179

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Feb 14, 2025
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Update to incorporate eGRID 2022 and 2023. #179

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8 changes: 8 additions & 0 deletions stewi/config.yaml
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Expand Up @@ -34,6 +34,14 @@ databases:
file_name: 'eGRID2021_data.xlsx'
file_version: ''
download_url: 'https://www.epa.gov/system/files/documents/2023-01/eGRID2021_data.xlsx'
'2022':
file_name: 'egrid2022_data.xlsx'
file_version: ''
download_url: 'https://www.epa.gov/system/files/documents/2024-01/egrid2022_data.xlsx'
'2023':
file_name: 'egrid2023_data_rev1.xlsx'
file_version: ''
download_url: 'https://www.epa.gov/system/files/documents/2025-01/egrid2023_data_rev1.xlsx'

NEI:
url: 'http://eis.epa.gov'
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2 changes: 2 additions & 0 deletions stewi/data/ValidationSets_Sources.csv
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Expand Up @@ -20,6 +20,8 @@ eGRID,v2,2018,eGRID Data Files,https://www.epa.gov/sites/production/files/2020-0
eGRID,,2019,eGRID Data Files,https://www.epa.gov/sites/production/files/2021-02/egrid2019_data.xlsx,"Extracted from US Total tab, or for steam, summed from PLNT tab",15-Apr-2021
eGRID,,2021,eGRID Data Files,https://www.epa.gov/system/files/documents/2023-01/eGRID2021_data.xlsx,"Extracted from US Total tab, or for steam, summed from PLNT tab",02-Apr-2023
eGRID,v2,2020,eGRID Data Files,https://www.epa.gov/system/files/documents/2022-09/eGRID2020_Data_v2.xlsx,"Extracted from US Total tab, or for steam, summed from PLNT tab",02-Apr-2023
eGRID,,2022,eGRID Data Files,https://www.epa.gov/system/files/documents/2024-01/egrid2022_data.xlsx,"Extracted from US Total tab, or for steam, summed from PLNT tab",10-Feb-2025
eGRID,,2023,eGRID Data Files,https://www.epa.gov/system/files/documents/2025-01/egrid2023_data_rev1.xlsx,"Extracted from US Total tab, or for steam, summed from PLNT tab",10-Feb-2025
RCRAInfo,,2011,Trends Analysis,https://rcrapublic.epa.gov/rcrainfoweb/action/modules/br/trends/view,"Location: National, Metric: Generation, Generators To Include: All Generators Included In The NBR",16-Jun-2021
RCRAInfo,,2013,Trends Analysis,https://rcrapublic.epa.gov/rcrainfoweb/action/modules/br/trends/view,"Location: National, Metric: Generation, Generators To Include: All Generators Included In The NBR",16-Jun-2021
RCRAInfo,,2015,Trends Analysis,https://rcrapublic.epa.gov/rcrainfoweb/action/modules/br/trends/view,"Location: National, Metric: Generation, Generators To Include: All Generators Included In The NBR",16-Jun-2021
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70 changes: 35 additions & 35 deletions stewi/data/eGRID/eGRID_required_fields.csv
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26 changes: 13 additions & 13 deletions stewi/data/eGRID/eGRID_unit_level_required_fields.csv
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@@ -1,13 +1,13 @@
StEWI,weighting_flows,reliability_flows,2014,2016,2018,2019,2020,2021
FacilityID,,,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code
Unit ID,,,Unit ID,Unit ID,Unit ID,Unit ID,Unit ID,Unit ID
Prime Mover,,,Prime Mover,Prime Mover,Prime Mover,Prime Mover,Prime Mover,Prime Mover
Unit primary fuel,,,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel
Unit unadjusted annual heat input (MMBtu),1,,Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu)
Unit unadjusted annual NOx emissions (tons),1,,Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons)
Unit unadjusted annual SO2 emissions (tons),1,,Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons)
Unit unadjusted annual CO2 emissions (tons),1,,Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons)
ReliabilitySource_heat,,1,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source
ReliabilitySource_NOx,,1,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source
ReliabilitySource_SO2,,1,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source
ReliabilitySource_CO2,,1,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source
StEWI,weighting_flows,reliability_flows,2014,2016,2018,2019,2020,2021,2022,2023
FacilityID,,,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code,DOE/EIA ORIS plant or facility code
Unit ID,,,Unit ID,Unit ID,Unit ID,Unit ID,Unit ID,Unit ID,Unit ID,Unit ID
Prime Mover,,,Prime Mover,Prime Mover,Prime Mover,Prime Mover,Prime Mover,Prime Mover,Prime Mover,Prime Mover
Unit primary fuel,,,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel,Unit primary fuel
Unit unadjusted annual heat input (MMBtu),1,,Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu),Unit unadjusted annual heat input (MMBtu)
Unit unadjusted annual NOx emissions (tons),1,,Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons),Unit unadjusted annual NOx emissions (tons)
Unit unadjusted annual SO2 emissions (tons),1,,Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons),Unit unadjusted annual SO2 emissions (tons)
Unit unadjusted annual CO2 emissions (tons),1,,Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons),Unit unadjusted annual CO2 emissions (tons)
ReliabilitySource_heat,,1,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source,Unit unadjusted annual heat input source
ReliabilitySource_NOx,,1,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source,Unit unadjusted annual NOx emissions source
ReliabilitySource_SO2,,1,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source,Unit unadjusted annual SO2 emissions source
ReliabilitySource_CO2,,1,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source,Unit unadjusted annual CO2 emissions source
9 changes: 9 additions & 0 deletions stewi/data/eGRID_2022_NationalTotals.csv
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@@ -0,0 +1,9 @@
FlowName,Compartment,FlowAmount,Unit
Heat,input,25763625697.981,MMBtu
Electricity,product,4240140532.692,MWh
Nitrogen oxides,air,1067556.819,tons
Sulfur dioxide,air,1003475.607,tons
Carbon dioxide,air,1745134436.78,tons
Methane,air,278627587.449,lbs
Nitrous oxide,air,39259508.51,lbs
Steam,output,2068000304.0,MMBtu
9 changes: 9 additions & 0 deletions stewi/data/eGRID_2023_NationalTotals.csv
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FlowName,Compartment,FlowAmount,Unit
Heat,input,32955527923.43,MMBtu
Electricity,product,4167601391.182,MWh
Nitrogen oxides,air,947516.576,tons
Sulfur dioxide,air,752584.646,tons
Carbon dioxide,air,1607700437.9,tons
Methane,air,236894200.686,lbs
Nitrous oxide,air,33081049.503,lbs
Steam,output,2009400732.7999997,MMBtu
4 changes: 2 additions & 2 deletions stewi/egrid.py
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Expand Up @@ -14,7 +14,7 @@
C - Download and process data for validation

Year:
2014, 2016, 2018-2021
2014, 2016, 2018-2023
"""

import pandas as pd
Expand Down Expand Up @@ -409,4 +409,4 @@ def main(**kwargs):


if __name__ == '__main__':
main(Year=[2020], Option='C')
main(Year=[2023], Option='B')
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