Merge pull request #31 from Open-ISP/read-table-edge-case-fixes

Fix `read_table` column edge case issues
Open-ISP · Sep 5, 2024 · 8f1a006 · 8f1a006
2 parents 2e72d64 + b534c9b
commit 8f1a006
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diff --git a/example_output/6.0/additional_projects_summary.csv b/example_output/6.0/additional_projects_summary.csv
@@ -1,8 +1,4 @@
-Additional projects,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),"Forced outage rate_Full outage
-(% of time)_Until 2022","Forced outage rate_Full outage
-(% of time)_Post 2022","Forced outage rate_Partial outage
-(% of time)_Until 2022","Forced outage rate_Partial outage
-(% of time)_Post 2022",Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
+Additional projects,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),Forced outage rate_Full outage (% of time)_Until 2022,Forced outage rate_Full outage (% of time)_Post 2022,Forced outage rate_Partial outage (% of time)_Until 2022,Forced outage rate_Partial outage (% of time)_Post 2022,Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
 Coppabella Wind Farm,Wind,NSW,SNSW,Tumut,Additional projects,Additional projects,Wind,Wind,Mortlake South Wind Farm,Mortlake South Wind Farm,Wind,Wind,Wind,Wind,Wind,Wind,Wind,Wind,Wind,Wind,Wind,All Wind,All Wind,All Wind,Coppabella Wind Farm,Wind
 Derby Solar Project BESS,Battery Storage,VIC,VIC,Murray River,Additional projects,Additional projects,Battery,Battery,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,All Battery storage (2hrs storage),All Battery storage (2hrs storage),All Battery storage (2hrs storage),Derby Solar Project BESS,Battery Storage
 Fulham Solar Farm,Large scale Solar PV,VIC,VIC,Gippsland,Additional projects,Additional projects,Solar,Solar,Frasers Solar Farm,Frasers Solar Farm,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,All Large scale solar PV,All Large scale solar PV,All Large scale solar PV,Fulham Solar Farm,Solar

diff --git a/example_output/6.0/affine_heat_rates_new_entrants.csv b/example_output/6.0/affine_heat_rates_new_entrants.csv
@@ -1,4 +1,4 @@
-Technology,Unit nominal capacity (MW),No load heat input (GJ/h).1,Marginal heat rate (GJ/MWh).1
+Technology,Unit nominal capacity (MW),No load heat input (GJ/h),Marginal heat rate (GJ/MWh)
 OCGT (small GT),49.0,133.26693333333316,7.470500644286201
 OCGT (large GT),265.0,720.7293333333324,8.211510347152009
 CCGT,409.0,390.12757142857146,6.2953736263736255

diff --git a/example_output/6.0/anticipated_projects_summary.csv b/example_output/6.0/anticipated_projects_summary.csv
@@ -1,8 +1,4 @@
-Anticipated projects,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),"Forced outage rate_Full outage
-(% of time)_Until 2022","Forced outage rate_Full outage
-(% of time)_Post 2022","Forced outage rate_Partial outage
-(% of time)_Until 2022","Forced outage rate_Partial outage
-(% of time)_Post 2022",Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
+Anticipated projects,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),Forced outage rate_Full outage (% of time)_Until 2022,Forced outage rate_Full outage (% of time)_Post 2022,Forced outage rate_Partial outage (% of time)_Until 2022,Forced outage rate_Partial outage (% of time)_Post 2022,Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
 SA Hydrogen Turbine,Hydrogen-based gas turbines,SA,CSA,CSA,Anticipated,SA Low,Hyblend,SA new OCGT,SA Hydrogen Turbine,SA Hydrogen Turbine,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,Hydrogen-based gas turbines,SA Hydrogen Turbine,SA Hydrogen Turbine,SA Hydrogen Turbine,SA Hydrogen Turbine,Hydrogen-based gas turbines
 Borumba,Pumped Hydro,QLD,SQ,Banana,Anticipated,Anticipated,Water,Hydro,Borumba,Borumba,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,All Hydro,All Hydro,All Hydro,Borumba,Hydro
 Aramara Solar Farm,Large scale Solar PV,QLD,SQ,Wide Bay,Anticipated,Anticipated,Solar,Solar,Aramara Solar Farm,Aramara Solar Farm,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,Large scale Solar PV,All Large scale solar PV,All Large scale solar PV,All Large scale solar PV,Aramara Solar Farm,Solar

diff --git a/example_output/6.0/auxiliary_load_new_entrants.csv b/example_output/6.0/auxiliary_load_new_entrants.csv
@@ -1,4 +1,4 @@
-Generator,Auxiliary load (% of nameplate capacity).1
+Generator,Auxiliary load (% of nameplate capacity)
 OCGT (small GT),1.7000000000000002
 OCGT (large GT),1.0999999999999999
 CCGT,2.5

diff --git a/example_output/6.0/batteries_summary.csv b/example_output/6.0/batteries_summary.csv
@@ -1,8 +1,4 @@
-Batteries,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),"Forced outage rate_Full outage
-(% of time)_Until 2022","Forced outage rate_Full outage
-(% of time)_Post 2022","Forced outage rate_Partial outage
-(% of time)_Until 2022","Forced outage rate_Partial outage
-(% of time)_Post 2022",Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
+Batteries,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),Forced outage rate_Full outage (% of time)_Until 2022,Forced outage rate_Full outage (% of time)_Post 2022,Forced outage rate_Partial outage (% of time)_Until 2022,Forced outage rate_Partial outage (% of time)_Post 2022,Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
 Adelaide Desalination Plant BESS,Battery Storage,SA,CSA,CSA,Existing,Existing,Battery,Battery,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,All Battery storage (2hrs storage),All Battery storage (2hrs storage),All Battery storage (2hrs storage),Adelaide Desalination Plant BESS,Battery Storage
 Aldoga BESS Stage 1,Battery Storage,QLD,GG,GG,Anticipated,Anticipated,Battery,Battery,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,All Battery storage (1hr storage),All Battery storage (1hr storage),All Battery storage (1hr storage),Aldoga BESS Stage 1,Battery Storage
 Ballarat Energy Storage System,Battery Storage,VIC,VIC,Western Victoria,Existing,Existing,Battery,Battery,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,Battery Storage,All Battery storage (1hr storage),All Battery storage (1hr storage),All Battery storage (1hr storage),Ballarat Energy Storage System,Battery Storage

diff --git a/example_output/6.0/biomass_prices.csv b/example_output/6.0/biomass_prices.csv
@@ -1,11 +1,4 @@
-Property,Battery storage (1hr storage),Battery storage (2hrs storage),Battery storage (4hrs storage),Battery storage (8hrs storage),"Virtual Power Plants
-(aggregated ESS)4",Units
-Maximum power1,1,1,1,1,1,MW
-Energy capacity2,1,2,4,8,2.2,MWh
-Round trip efficiency (aggregated)3,not applicable,not applicable,not applicable,not applicable,85,%
-Charge efficiency (utility),91.6515138991168,91.6515138991168,92.19544457292888,91.10433579144299,not applicable,%
-Discharge efficiency (utility),91.6515138991168,91.6515138991168,92.19544457292888,91.10433579144299,not applicable,%
-Round trip efficiency (utility),84,84,85,83,not applicable,%
-Annual degradation (utility),1.8,1.8,1.8,1.8,,%
-Allowable max state of charge,100,100,100,100,85,%
-Allowable min state of charge,0,0,0,0,0,%
+Biomass price,Price Scenario,2022-23,2023-24,2024-25,2025-26,2026-27,2027-28,2028-29,2029-30,2030-31,2031-32,2032-33,2033-34,2034-35,2035-36,2036-37,2037-38,2038-39,2039-40,2040-41,2041-42,2042-43,2043-44,2044-45,2045-46,2046-47,2047-48,2048-49,2049-50,2050-51,2051-52,2052-53,2053-54
+Biomass,Central,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265
+Biomass,Low Price,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265
+Biomass,High Price,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265,0.624253379366265
diff --git a/example_output/6.0/build_limits_phes.csv b/example_output/6.0/build_limits_phes.csv
@@ -1,4 +1,4 @@
-Name_Name,ISP Sub-region,Region,Pumped Hydro Energy Storage (PHES) limits (MW)_8hrs storage,Pumped Hydro Energy Storage (PHES) limits (MW)_24hrs storage,Pumped Hydro Energy Storage (PHES) limits (MW)_48hrs storage,Pumped Hydro Energy Storage (PHES) limits (MW)_BOTN - Cethana
+Name,ISP Sub-region,Region,Pumped Hydro Energy Storage (PHES) limits (MW)_8hrs storage,Pumped Hydro Energy Storage (PHES) limits (MW)_24hrs storage,Pumped Hydro Energy Storage (PHES) limits (MW)_48hrs storage,Pumped Hydro Energy Storage (PHES) limits (MW)_BOTN - Cethana
 Northern New South Wales,NNSW,NSW,1275,500,500,0
 Central New South Wales,CNSW,NSW,1750,235,83,0
 South New South Wales,SNSW,NSW,2500,583,167,0

diff --git a/example_output/6.0/coal_and_biomass_price_consultant_scenario_mapping.csv b/example_output/6.0/coal_and_biomass_price_consultant_scenario_mapping.csv
@@ -1,2 +1,2 @@
-Unnamed: 7,Progressive Change ,Step Change  ,Green Energy Exports
+Unnamed: 7,Progressive Change,Step Change,Green Energy Exports
 Fuel Cost Scenario,High price,Central,Low price
diff --git a/example_output/6.0/committed_generator_summary.csv b/example_output/6.0/committed_generator_summary.csv
@@ -1,8 +1,4 @@
-Committed generator,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),"Forced outage rate_Full outage
-(% of time)_Until 2022","Forced outage rate_Full outage
-(% of time)_Post 2022","Forced outage rate_Partial outage
-(% of time)_Until 2022","Forced outage rate_Partial outage
-(% of time)_Post 2022",Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
+Committed generator,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),Forced outage rate_Full outage (% of time)_Until 2022,Forced outage rate_Full outage (% of time)_Post 2022,Forced outage rate_Partial outage (% of time)_Until 2022,Forced outage rate_Partial outage (% of time)_Post 2022,Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
 Kurri Kurri OCGT,OCGT,NSW,SNW,SNW,Committed,Committed,Gas,Kurri Kurri,Kurri Kurri OCGT,Kurri Kurri OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,Kurri Kurri OCGT,Kurri Kurri OCGT,Kurri Kurri OCGT2,Kurri Kurri OCGT,OCGT
 Tallawarra B*,OCGT,NSW,SNW,SNW,Committed,Committed,Gas,Tallawarra B,Tallawarra B*,Tallawarra B*,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,OCGT,Tallawarra B,Tallawarra B,Tallawarra B,Tallawarra B*,OCGT
 Kidston ,Pumped Hydro,QLD,NQ,NQ,Committed,Committed,Water,Hydro,Kidston ,Kidston ,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,Hydro,All Hydro,All Hydro,All Hydro,Kidston ,Hydro

diff --git a/example_output/6.0/connection_costs_for_wind_and_solar.csv b/example_output/6.0/connection_costs_for_wind_and_solar.csv
@@ -1,4 +1,4 @@
-REZ names,Region,REZ network voltage (kV),Connection capacity (MVA),Feeder length (km),Total cost ($M)2,$/kW,System Strength connection cost ($/kW)3
+REZ names,Region,REZ network voltage (kV),Connection capacity (MVA),Feeder length (km),Total cost ($M),$/kW,System Strength connection cost ($/kW)
 Far North Queensland,QLD,275,300.0,5.0,35.0,116.67,137.0
 North Queensland Clean Energy Hub,QLD,275,300.0,10.0,48.0,160.0,137.0
 Northern Queensland,QLD,275,300.0,5.0,35.0,116.67,137.0

diff --git a/example_output/6.0/connection_costs_other.csv b/example_output/6.0/connection_costs_other.csv
@@ -1,4 +1,4 @@
-Region,CCGT2,CCGT with CCS,Small OCGT2,Large OCGT,Reciprocating engines,Hydrogen Reciprocating engines,Biomass,1 hr Battery Storage,2 hr Battery Storage,4 hr Battery Storage,8 hr Battery Storage,Pumped Hydro3 (8 hrs storage),Pumped Hydro (24 hrs storage),Pumped Hydro (48 hrs storage),BOTN- Cethana
+Region,CCGT,CCGT with CCS,Small OCGT,Large OCGT,Reciprocating engines,Hydrogen Reciprocating engines,Biomass,1 hr Battery Storage,2 hr Battery Storage,4 hr Battery Storage,8 hr Battery Storage,Pumped Hydro3 (8 hrs storage),Pumped Hydro (24 hrs storage),Pumped Hydro (48 hrs storage),BOTN- Cethana
 QLD,110.49433333333297,110.49433333333297,110.49433333333332,110.49433333333332,110.49433333333332,110.49433333333332,110.49433333333332,103.36566666666667,103.36566666666667,103.36566666666667,103.36566666666667,0,0,0,0
 NSW,85.544,85.544,85.544,85.544,85.544,85.544,85.544,77.52425,77.52425,77.52425,77.52425,0,0,0,0
 VIC,80.19749999999999,80.19749999999999,115.4844,115.4844,115.4844,115.4844,115.4844,106.92999999999999,106.92999999999999,106.92999999999999,106.92999999999999,0,0,0,0

diff --git a/example_output/6.0/connection_costs_outside_rez.csv b/example_output/6.0/connection_costs_outside_rez.csv
@@ -1,3 +1,3 @@
-Non-REZ name,Region,Network voltage (kV),Connection capacity (MVA),Feeder length (km),Total cost ($M),$/kW,System strength connection costs ($/kW)2
+Non-REZ name,Region,Network voltage (kV),Connection capacity (MVA),Feeder length (km),Total cost ($M),$/kW,System strength connection costs ($/kW)
 New South Wales Non-REZ,NSW,500,600,20,138,230,137
 Victoria Non-REZ,VIC,500,600,20,126,210,137
diff --git a/example_output/6.0/emissions_intensity_new_entrants.csv b/example_output/6.0/emissions_intensity_new_entrants.csv
@@ -1,4 +1,4 @@
-Generator.1,Scope 1 emissions intensity (kg/MWh as-gen).1
+Generator,Scope 1 emissions intensity (kg/MWh as-gen)
 OCGT (small GT),541.6007456765004
 OCGT (large GT),580.9846703741154
 CCGT,377.6704246153846

diff --git a/example_output/6.0/existing_generator_long_duration_outages.csv b/example_output/6.0/existing_generator_long_duration_outages.csv
@@ -1,5 +1,4 @@
-Fuel Type,"Full outage
-(% of time)",Mean time to repair (hrs)
+Fuel Type,Full outage (% of time),Mean time to repair (hrs)
 All Coal Average,0.009001590861024021,5621.528766731918
 OCGT,0.00774428665878886,2561.7305333333334
 Hydro,0.0009648237633182907,2870.056

diff --git a/example_output/6.0/existing_generator_outages_2023-2024.csv b/example_output/6.0/existing_generator_outages_2023-2024.csv
@@ -1,4 +1,4 @@
-Fuel type,Forced Outage Rate (%)_Full outage (% of time),Forced Outage Rate (%)_Partial outage (% of time),Mean time to repair (hrs) _Full outage,Mean time to repair (hrs) _Partial outage,Partial Outage Derating Factor (%)
+Fuel type,Forced Outage Rate (%)_Full outage (% of time),Forced Outage Rate (%)_Partial outage (% of time),Mean time to repair (hrs)_Full outage,Mean time to repair (hrs)_Partial outage,Partial Outage Derating Factor (%)
 Brown Coal,0.0775,0.1156,90.05,12.2,0.1791
 Black Coal NSW,0.0631,0.3146,157.62,33.97,0.166
 Black Coal QLD,0.0675,0.1286,185.0,56.42,0.2516

diff --git a/example_output/6.0/existing_generator_summary.csv b/example_output/6.0/existing_generator_summary.csv
@@ -1,8 +1,4 @@
-Existing generator,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),"Forced outage rate_Full outage
-(% of time)_Until 2022","Forced outage rate_Full outage
-(% of time)_Post 2022","Forced outage rate_Partial outage
-(% of time)_Until 2022","Forced outage rate_Partial outage
-(% of time)_Post 2022",Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
+Existing generator,Technology type,Region,Sub-region,REZ location,Status,Regional build cost zone,Fuel type,Fuel cost mapping,Summer rating (MW),Winter rating (MW),Forced outage rate_Full outage (% of time)_Until 2022,Forced outage rate_Full outage (% of time)_Post 2022,Forced outage rate_Partial outage (% of time)_Until 2022,Forced outage rate_Partial outage (% of time)_Post 2022,Mean time to repair_Full outage_Until 2022,Mean time to repair_Full outage_Post 2022,Mean time to repair_Partial outage_Until 2022,Mean time to repair_Partial outage_Post 2022,Maintenance duration (%),Minimum load (MW),Maximum capacity factor (%),FOM ($/kW/annum),VOM ($/MWh sent-out),Heat rate,MLF,Auxiliary load (%)
 Bayswater,Steam Sub Critical,NSW,CNSW,CNSW,Existing,Existing,Black Coal,Bayswater,Bayswater,Bayswater,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal,BW01,NSW Coal,Bayswater,Bayswater,Bayswater,Bayswater,Black Coal NSW
 Eraring,Steam Sub Critical,NSW,SNW,SNW,Existing,Existing,Black Coal,Eraring,Eraring,Eraring,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal,ER01,NSW Coal,Eraring,Eraring,Eraring,Eraring,Black Coal NSW
 Mt Piper,Steam Sub Critical,NSW,CNSW,CNSW,Existing,Existing,Black Coal,Mt Piper,Mt Piper,Mt Piper,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal NSW,Black Coal,MP1,NSW Coal,Mt Piper,Mt Piper,Mt Piper,Mt Piper,Black Coal NSW

diff --git a/example_output/6.0/expected_closure_years.csv b/example_output/6.0/expected_closure_years.csv
@@ -1,4 +1,4 @@
-Generator name,DUID,Expected Closure Year (Calendar year),QEJP Expected Closure Year (Calendar year) - Phase 1 / Phase2 / Phase3
+Generator name,DUID,Expected Closure Year (Calendar year),QEJP Expected Closure Year (Calendar year) - Phase 1 / Phase2 / Phase
 Bayswater,BW01,2033,
 Bayswater,BW02,2033,
 Bayswater,BW03,2033,