From 06026c150610045e911d68cef26f274d1843a821 Mon Sep 17 00:00:00 2001 From: kodiobika Date: Tue, 4 Aug 2026 10:51:41 -0400 Subject: [PATCH 1/6] General update of raw/processed inputs (including new CHPE line to NYC) + bugfixes --- .../Canadian_import_export_formatter.py | 4 ++-- .../create_province_to_county_map.py | 21 +++++++++--------- .../data/EIA_usa_can_lines.csv | 1 + .../data/line_id_certificate_map.json | 3 +++ .../data/province_to_county_map.csv | 16 ++++++------- .../data/raw_inputs/CER_usa_can_lines.xlsx | Bin 13733 -> 21769 bytes .../raw_inputs/Electricity_Interchange.xlsx | Bin 37978 -> 38734 bytes ...sume-echanges-commerciaux-electricite.xlsx | Bin 93599 -> 110203 bytes 8 files changed, 25 insertions(+), 20 deletions(-) diff --git a/exogenous_canadian_trade/Canadian_import_export_formatter.py b/exogenous_canadian_trade/Canadian_import_export_formatter.py index 7e5454d..94c6deb 100644 --- a/exogenous_canadian_trade/Canadian_import_export_formatter.py +++ b/exogenous_canadian_trade/Canadian_import_export_formatter.py @@ -70,7 +70,7 @@ Import_Season_Fractions.sort_values(by = 'order',inplace = True) Import_Season_Fractions.drop('order',axis = 1, inplace = True) Import_Season_Fractions.columns = ['*szn','frac'] -Import_Season_Fractions.round(4).to_csv(os.path.join(Output_folder, 'can_imports_quarter_frac.csv'), index = False) +Import_Season_Fractions.round(5).to_csv(os.path.join(Output_folder, 'can_imports_quarter_frac.csv'), index = False) # generating the Exports season fractions from available years Export_Season_Fractions = pd.DataFrame(pd.pivot_table(Historical, values = ['Export_Month_Fraction'], index = 'Season', aggfunc = 'sum')) @@ -81,7 +81,7 @@ Export_Season_Fractions.sort_values(by = 'order',inplace = True) Export_Season_Fractions.drop('order',axis = 1, inplace = True) Export_Season_Fractions.columns = ['*szn','frac'] -Export_Season_Fractions.round(4).to_csv(os.path.join(Output_folder, 'can_exports_szn_frac.csv'), index = False) +Export_Season_Fractions.round(5).to_csv(os.path.join(Output_folder, 'can_exports_szn_frac.csv'), index = False) ######################################## diff --git a/exogenous_canadian_trade/create_province_to_county_map.py b/exogenous_canadian_trade/create_province_to_county_map.py index 4466b0d..f21fa5b 100644 --- a/exogenous_canadian_trade/create_province_to_county_map.py +++ b/exogenous_canadian_trade/create_province_to_county_map.py @@ -5,6 +5,11 @@ import pandas as pd import json +import sys + +reeds_path = '../../ReEDS' # User should specify path to ReEDS repository here +sys.path.append(reeds_path) +import reeds def get_line_data(line_id_certificate_map): @@ -58,12 +63,8 @@ def main(): ) county_capacities = county_capacities.loc[county_capacities.Capacity > 0].copy() - # Rename counties to match ReEDS counties file and merge to get corresponding pFIPS - reeds_counties = pd.read_excel( - '../Region_Disaggregation/processing_scripts/county_reeds_corrected0310.xlsx', - header=0, - usecols=['NAME','STATE_NAME','pFIPS'] - ) + # Rename counties to match ReEDS counties file and merge to get corresponding FIPS code + reeds_counties = reeds.io.get_countymap()[['NAME', 'STATE', 'rb']] county_capacities['County'] = county_capacities['County'].str.replace('Saint', 'St.') assert ( len(reeds_counties.loc[reeds_counties.NAME.isin(county_capacities.County)].NAME.unique()) @@ -71,11 +72,11 @@ def main(): ) county_capacities = ( county_capacities.merge( - reeds_counties[['NAME', 'STATE_NAME', 'pFIPS']], + reeds_counties, left_on=['County', 'State'], - right_on=['NAME', 'STATE_NAME'] + right_on=['NAME', 'STATE'] ) - [['Province', 'pFIPS', 'Capacity']] + [['Province', 'rb', 'Capacity']] ) # Calculate proportion of each province's transmission capacity going to each county @@ -87,7 +88,7 @@ def main(): province_to_county_map = pd.pivot_table( county_capacities, index='Province', - columns='pFIPS', + columns='rb', values='proportion_of_province_capacity' ) assert(all(province_to_county_map.sum(axis=1) == 1)) diff --git a/exogenous_canadian_trade/data/EIA_usa_can_lines.csv b/exogenous_canadian_trade/data/EIA_usa_can_lines.csv index d175d22..6ce5ac3 100644 --- a/exogenous_canadian_trade/data/EIA_usa_can_lines.csv +++ b/exogenous_canadian_trade/data/EIA_usa_can_lines.csv @@ -9,6 +9,7 @@ Ontario,New York,Canadian Niagara Power Inc.,Rainbow Bridge IPL_12,Niagara Falls Ontario,New York,Canadian Niagara Power Inc.,Peace Bridge IPL_115,Old Fort Erie,Buffalo (Peace Bridge),Niagara,115.0,1,Old Fort Erie-Buffalo (Peace Bridge)_115 Ontario,New York,Hydro One Networks Inc.,Cornwall-Massena L33P/L34P IPL_230,Cornwall Island,"Massena, Long Sault",Saint Lawrence,230.0,2,"Cornwall Island-Massena, Long Sault_230" Quebec,New York,Quebec Hydro - Hydro-Quebec,Chateauguay-Massena IPL_765,Dundee,Massena,Saint Lawrence,765.0,1,Dundee-Massena_765 +Quebec,New York,Quebec Hydro - Hydro-Quebec,CHPE_400,Hertel,Astoria Annex,Queens,400,1,Hertel-Astoria Annex_400 Quebec,Vermont,Quebec Hydro - Hydro-Quebec,Bedford-Vermont IPL_120,Saint-Armand,Highgate (Franklin),Franklin,120.0,1,Saint-Armand-Highgate (Franklin)_120 Quebec,Vermont,Quebec Hydro - Hydro-Quebec,Derby Line IPL_120,Stanstead,Derby,Orleans,120.0,1,Stanstead-Derby_120 Quebec,Vermont,Quebec Hydro - Hydro-Quebec,Des Cantons IPL_450,Dixville,Norton,Essex,450.0,1,Dixville-Norton_450 diff --git a/exogenous_canadian_trade/data/line_id_certificate_map.json b/exogenous_canadian_trade/data/line_id_certificate_map.json index 1925db6..32555bd 100644 --- a/exogenous_canadian_trade/data/line_id_certificate_map.json +++ b/exogenous_canadian_trade/data/line_id_certificate_map.json @@ -96,5 +96,8 @@ ], "Courtright-St. Claire_345": [ "EC-III-6" + ], + "Hertel-Astoria Annex_400": [ + "EP-306" ] } \ No newline at end of file diff --git a/exogenous_canadian_trade/data/province_to_county_map.csv b/exogenous_canadian_trade/data/province_to_county_map.csv index 3fb970d..3a860e9 100644 --- a/exogenous_canadian_trade/data/province_to_county_map.csv +++ b/exogenous_canadian_trade/data/province_to_county_map.csv @@ -1,8 +1,8 @@ -Province,p23003,p26147,p26163,p27071,p27135,p30035,p36063,p36089,p38023,p38079,p50009,p50011,p50019,p53051,p53073 -Alberta,,,,,,1.0,,,,,,,,, -British Columbia,,,,,,,,,,,,,,0.24324324324324326,0.7567567567567568 -Manitoba,,,,,0.5694294940796556,,,,,0.43057050592034446,,,,, -New Brunswick,1.0,,,,,,,,,,,,,, -Ontario,,0.363659401926001,0.14445007602635582,0.03801317790167258,,,0.4538773441459706,,,,,,,, -Quebec,,,,,,,,0.7092198581560284,,,0.19574468085106383,0.06382978723404255,0.031205673758865248,, -Saskatchewan,,,,,,,,,1.0,,,,,, +Province,p23003,p26147,p26163,p27071,p27135,p30035,p36063,p36081,p36089,p38023,p38079,p50009,p50011,p50019,p53051,p53073 +Alberta,,,,,,1.0,,,,,,,,,, +British Columbia,,,,,,,,,,,,,,,0.17647058823529413,0.8235294117647058 +Manitoba,,,,,0.5694294940796556,,,,,,0.43057050592034446,,,,, +New Brunswick,1.0,,,,,,,,,,,,,,, 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z!xJ*mxGd&qg_)%UHV=*=SP;(}l_CdekT*<@BD`|zS4PhK!9*SFSKPv-Q*O9hyhjE9(WtL*-;`l9YQ<#ZIy)l!pG#o##UF}$|e|($Z z_`F=~g#2t!sbf-^irqfR{86%*Zbj4xTOZiSR&%#vdmokdg`Focaqh}TM?w#wl_)|i zR!Qy*_xe}w6K4kMPaIA~9CL$-tQ)vWzp>-Zmye5qF8c!i5=vxHsq|h22*U=YL*N03 zP%kRL&1(Rt6<3U2SOQWV(0_^-7FwI zWk5DkX`tBeOK4y-4gf&--%#jX2O1=;9Eb-YhMq{(Q<*tyKmfo9%0FQnIRAl}Lt!M! ztVPLx-~j+?{C~pwAgSd*7Se`{rT8>f0ARo6pMWFs|HO0puh-SS*r4g@Kog+=^N&*vt*EHHcV-qd@56r&;$N|&v9a2>Rq$B%ZDjp92K>L4r_1XYHepdj=$^OYX z{TH>o1Ax$10wqA|X8;K2XCN*ls1nEl!oC7P>MMcbFzLdO^GYBc>A%$kXh{X3{xePW zvJj5XKv|HZA`k*`1JXirKLeRz2$dnU)34YXwb{V{~r`zZ_nfc4)@ zK<_k7Aci$SF&Hs(NKOrqTH*iqy#EUovjPJC(GUMcxxH6`gVrzrKnC5hp^ebb2KpYr F{{X~P)GPo1 From c3e973cbfa2a0d9584ba4f30f265b187b3d19e43 Mon Sep 17 00:00:00 2001 From: kodiobika Date: Tue, 4 Aug 2026 11:08:21 -0400 Subject: [PATCH 2/6] Remove specific ReEDS path --- exogenous_canadian_trade/create_province_to_county_map.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/exogenous_canadian_trade/create_province_to_county_map.py b/exogenous_canadian_trade/create_province_to_county_map.py index f21fa5b..b5df615 100644 --- a/exogenous_canadian_trade/create_province_to_county_map.py +++ b/exogenous_canadian_trade/create_province_to_county_map.py @@ -7,7 +7,7 @@ import json import sys -reeds_path = '../../ReEDS' # User should specify path to ReEDS repository here +reeds_path = '' # User should specify path to ReEDS repository here sys.path.append(reeds_path) import reeds From 3c71c68ad5b16f026a6e60a354659ea8c40ee6af Mon Sep 17 00:00:00 2001 From: kodiobika Date: Tue, 4 Aug 2026 13:15:41 -0400 Subject: [PATCH 3/6] Add note to README about CHPE line --- exogenous_canadian_trade/README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/exogenous_canadian_trade/README.md b/exogenous_canadian_trade/README.md index 54e264b..189cea8 100644 --- a/exogenous_canadian_trade/README.md +++ b/exogenous_canadian_trade/README.md @@ -37,3 +37,5 @@ To update the province-to-county map: -- In cases where the U.S. state listed in the datasets do not match, we use EIA's provided location, as it has county-level information. - Run create_province_to_county_map.py in the "Exogenous_Canadian_Trade" directory. + +Note: Input entries related to the CHPE Quebec-New York City line (https://chpexpress.com/construction/) were added/updated manually because the line's completion was not reflected in the EIA or CER inputs at the time of writing (August 2026). Specifically, "data/EIA_usa_can_lines.csv" was updated to add the row with line ID "Hertel-Astoria Annex_400", and "data/raw_inputs/CER_usa_can_lines.xlsx" was updated to change the status of the row with original regulatory instrument ID "EP-306" from "Approved" to "Operating". \ No newline at end of file From 17e330f8686d4827e421364edb9775f9fe1d14f8 Mon Sep 17 00:00:00 2001 From: kodiobika Date: Tue, 4 Aug 2026 13:18:23 -0400 Subject: [PATCH 4/6] Update README.md --- exogenous_canadian_trade/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/exogenous_canadian_trade/README.md b/exogenous_canadian_trade/README.md index 189cea8..449fb1f 100644 --- a/exogenous_canadian_trade/README.md +++ b/exogenous_canadian_trade/README.md @@ -38,4 +38,4 @@ To update the province-to-county map: - Run create_province_to_county_map.py in the "Exogenous_Canadian_Trade" directory. -Note: Input entries related to the CHPE Quebec-New York City line (https://chpexpress.com/construction/) were added/updated manually because the line's completion was not reflected in the EIA or CER inputs at the time of writing (August 2026). Specifically, "data/EIA_usa_can_lines.csv" was updated to add the row with line ID "Hertel-Astoria Annex_400", and "data/raw_inputs/CER_usa_can_lines.xlsx" was updated to change the status of the row with original regulatory instrument ID "EP-306" from "Approved" to "Operating". \ No newline at end of file +Note: Input entries related to the CHPE Quebec-New York City line (https://chpexpress.com/construction/) were added/updated manually because the line's completion was not reflected in the EIA or CER inputs at the time of writing (August 2026). Specifically, "data/EIA_usa_can_lines.csv" was updated to add the row with line ID "Hertel-Astoria Annex_400", and "data/raw_inputs/CER_usa_can_lines.xlsx" was updated to change the status of the corresponding line (the row with original regulatory instrument ID "EP-306") from "Approved" to "Operating". \ No newline at end of file From 2c348b1c8985572a26358abdc3fd453811baeac8 Mon Sep 17 00:00:00 2001 From: kodiobika Date: Tue, 4 Aug 2026 13:48:15 -0400 Subject: [PATCH 5/6] Clean up manual addition of CHPE line --- exogenous_canadian_trade/README.md | 3 ++- exogenous_canadian_trade/data/EIA_usa_can_lines.csv | 2 +- .../data/raw_inputs/manual_usa_can_lines.csv | 2 ++ exogenous_canadian_trade/process_eia_lines.py | 4 ++++ 4 files changed, 9 insertions(+), 2 deletions(-) create mode 100644 exogenous_canadian_trade/data/raw_inputs/manual_usa_can_lines.csv diff --git a/exogenous_canadian_trade/README.md b/exogenous_canadian_trade/README.md index 449fb1f..8756071 100644 --- a/exogenous_canadian_trade/README.md +++ b/exogenous_canadian_trade/README.md @@ -24,6 +24,7 @@ Option 2 has been deprecated in the current version of ReEDS (2024.4.0), so the To update the province-to-county map: - Download the "Border Crossings - Electric Transmission Line" dataset from the EIA: https://www.eia.gov/trilateral/#!/maps. - Move and rename the file to "data/raw_inputs/EIA_trilateral_lines.csv". +- If there are known lines that are not included in the EIA dataset, add them to "data/raw_inputs/manual_usa_can_lines.csv". - Run process_eia_lines.py to create "data/EIA_usa_can_lines.csv". - Download the "Sheet 1" Excel file from the Canadian government's "International Power Lines" dashboard: https://www.cer-rec.gc.ca/en/data-analysis/facilities-we-regulate/international-power-lines-dashboard/. @@ -38,4 +39,4 @@ To update the province-to-county map: - Run create_province_to_county_map.py in the "Exogenous_Canadian_Trade" directory. -Note: Input entries related to the CHPE Quebec-New York City line (https://chpexpress.com/construction/) were added/updated manually because the line's completion was not reflected in the EIA or CER inputs at the time of writing (August 2026). Specifically, "data/EIA_usa_can_lines.csv" was updated to add the row with line ID "Hertel-Astoria Annex_400", and "data/raw_inputs/CER_usa_can_lines.xlsx" was updated to change the status of the corresponding line (the row with original regulatory instrument ID "EP-306") from "Approved" to "Operating". \ No newline at end of file +Note: The entry of "data/raw_inputs/CER_usa_can_lines.xlsx" corresponding to the CHPE Quebec-New York City line (https://chpexpress.com/construction/), which has original regulatory instrument ID "EP-306", was updated manually to change its status from "Approved" to "Operating" because the line's completion was not reflected in the CER dataset at the time of writing (August 2026). \ No newline at end of file diff --git a/exogenous_canadian_trade/data/EIA_usa_can_lines.csv b/exogenous_canadian_trade/data/EIA_usa_can_lines.csv index 6ce5ac3..75079b5 100644 --- a/exogenous_canadian_trade/data/EIA_usa_can_lines.csv +++ b/exogenous_canadian_trade/data/EIA_usa_can_lines.csv @@ -9,7 +9,6 @@ Ontario,New York,Canadian Niagara Power Inc.,Rainbow Bridge IPL_12,Niagara Falls Ontario,New York,Canadian Niagara Power Inc.,Peace Bridge IPL_115,Old Fort Erie,Buffalo (Peace Bridge),Niagara,115.0,1,Old Fort Erie-Buffalo (Peace Bridge)_115 Ontario,New York,Hydro One Networks Inc.,Cornwall-Massena L33P/L34P IPL_230,Cornwall Island,"Massena, Long Sault",Saint Lawrence,230.0,2,"Cornwall Island-Massena, Long Sault_230" Quebec,New York,Quebec Hydro - Hydro-Quebec,Chateauguay-Massena IPL_765,Dundee,Massena,Saint Lawrence,765.0,1,Dundee-Massena_765 -Quebec,New York,Quebec Hydro - Hydro-Quebec,CHPE_400,Hertel,Astoria Annex,Queens,400,1,Hertel-Astoria Annex_400 Quebec,Vermont,Quebec Hydro - Hydro-Quebec,Bedford-Vermont IPL_120,Saint-Armand,Highgate (Franklin),Franklin,120.0,1,Saint-Armand-Highgate (Franklin)_120 Quebec,Vermont,Quebec Hydro - Hydro-Quebec,Derby Line IPL_120,Stanstead,Derby,Orleans,120.0,1,Stanstead-Derby_120 Quebec,Vermont,Quebec Hydro - Hydro-Quebec,Des Cantons IPL_450,Dixville,Norton,Essex,450.0,1,Dixville-Norton_450 @@ -31,3 +30,4 @@ Ontario,Minnesota,Hydro One Networks Inc.,Fort Frances IPL_115,Fort Frances,Inte Ontario,Michigan,Hydro One Networks Inc.,Sarnia Scott-Bunce Creek B3N IPL_230,FroomField,Marysville,Saint Clair,230.0,1,FroomField-Marysville_230 Ontario,Michigan,Hydro One Networks Inc.,Lambton-St. Clair L51D IPL_235,Courtright,St. Claire,Saint Clair,235.0,1,Courtright-St. Claire_235 Ontario,Michigan,Hydro One Networks Inc.,Lambton-St. Clair L4D IPL_345,Courtright,St. Claire,Saint Clair,345.0,1,Courtright-St. Claire_345 +Quebec,New York,Quebec Hydro - Hydro-Quebec,CHPE_400,Hertel,Astoria Annex,Queens,400.0,1,Hertel-Astoria Annex_400 diff --git a/exogenous_canadian_trade/data/raw_inputs/manual_usa_can_lines.csv b/exogenous_canadian_trade/data/raw_inputs/manual_usa_can_lines.csv new file mode 100644 index 0000000..d079988 --- /dev/null +++ b/exogenous_canadian_trade/data/raw_inputs/manual_usa_can_lines.csv @@ -0,0 +1,2 @@ +Origin,Destination,Company,LineName,CanadianSite,AmericanSite,County,voltage,num_lines,line_ID +Quebec,New York,Quebec Hydro - Hydro-Quebec,CHPE_400,Hertel,Astoria Annex,Queens,400,1,Hertel-Astoria Annex_400 diff --git a/exogenous_canadian_trade/process_eia_lines.py b/exogenous_canadian_trade/process_eia_lines.py index f19eef2..35e5e2d 100644 --- a/exogenous_canadian_trade/process_eia_lines.py +++ b/exogenous_canadian_trade/process_eia_lines.py @@ -102,6 +102,10 @@ def main(): ) df_eia['LineName'] = df_eia.LineName + '_' + df_eia.voltage.astype(int).astype(str) + # Append manually specified lines that aren't included in the EIA dataset + df_manual = pd.read_csv("data/raw_inputs/manual_usa_can_lines.csv") + df_eia = pd.concat([df_eia, df_manual], ignore_index=True) + out_fpath = "data/EIA_usa_can_lines.csv" df_eia.to_csv(out_fpath, index=False) print(f"Run complete. See {out_fpath} for outputs.") From cc7099edccdfb0cbc605df4f857e8de6b8d15fd8 Mon Sep 17 00:00:00 2001 From: kodiobika Date: Wed, 5 Aug 2026 17:33:12 -0400 Subject: [PATCH 6/6] bugfix: Wrong electricity interchange header was being parsed for Newfoundland & Labrador province --- exogenous_canadian_trade/Canadian_import_export_formatter.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/exogenous_canadian_trade/Canadian_import_export_formatter.py b/exogenous_canadian_trade/Canadian_import_export_formatter.py index 94c6deb..efc68fd 100644 --- a/exogenous_canadian_trade/Canadian_import_export_formatter.py +++ b/exogenous_canadian_trade/Canadian_import_export_formatter.py @@ -11,7 +11,7 @@ Canada_Projection_FN = 'Electricity_Interchange.xlsx' # From https://apps.cer-rec.gc.ca/ftrppndc/dflt.aspx?GoCTemplateCulture=en-CA # Ensure the headers for the provinces match the excel file -Province_header_dict = {'Newfoundland and Labrador':6, +Province_header_dict = {'Newfoundland and Labrador':15, 'Prince Edward Island':24, 'Nova Scotia':33, 'New Brunswick':42, @@ -151,4 +151,4 @@ Imports.round(1).to_csv(os.path.join(Output_folder, 'can_imports.csv')) -print(f"Run complete. See outputs folder for outputs which are inputs to ReEDS.") \ No newline at end of file +print(f"Run complete. See the '{Output_folder}' directory for outputs.") \ No newline at end of file