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PyPSA / pypsa-ariadne

High resolution, sector-coupled model of the German Energy System
https://ariadneprojekt.de/en/model-documentation-pypsa/
MIT License
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post-discretize the projects in the hacking function to unify later code #269

Closed lindnemi closed 3 weeks ago

lindnemi commented 3 weeks ago

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Validator Report

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:warning: Config changes detected! Results may differ due to these changes: ```diff diff --git a/config/config.yaml b/config/config.yaml index b0d4609..fb1a0a2 100644 --- a/config/config.yaml +++ b/config/config.yaml @@ -4,7 +4,7 @@ # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#run run: - prefix: 20241030_limit_FT + prefix: 20241030-PlotHeat name: # - CurrentPolicies @@ -238,11 +238,11 @@ clustering: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: - 2020: 0.720 # average emissions of 2019 to 2021 relative to 1990, excl LULUCF, EEA data, European Environment Agency. (2023a). Annual European Union greenhouse gas inventory 1990–2021 and inventory report 2023 - CRF Table. https://unfccc.int/documents/627830 - 2025: 0.648 # With additional measures (WAM) projection, CO2 excl LULUCF, European Environment Agency. (2023e). Member States’ greenhouse gas (GHG) emission projections 2023. https://www.eea.europa.eu/en/datahub/datahubitem-view/4b8d94a4-aed7-4e67-a54c-0623a50f48e8 + 2020: 0.800 # 20% reduction by 2020 + 2025: 0.620 2030: 0.450 # 55% reduction by 2030 (Ff55) 2035: 0.250 - 2040: 0.100 # 90% by 2040 + 2040: 0.100 # goal to be set next year 2045: 0.050 2050: 0.000 # climate-neutral by 2050 @@ -412,7 +412,7 @@ solving: line_unit_size: 1700 line_threshold: 0.3 link_unit_size: - DC: 1000 + DC: 2000 gas pipeline: 1500 gas pipeline new: 1500 H2 pipeline: 13000 @@ -551,12 +551,12 @@ solving: 2045: 325 FT_production: DE: - 2020: 15 - 2025: 15 - 2030: 15 - 2035: 15 - 2040: 15 - 2045: 15 + 2020: 200 + 2025: 200 + 2030: 200 + 2035: 200 + 2040: 200 + 2045: 200 limits_volume_min: electrolysis: DE: ```

Ariadne Variables

Comparison
NRMSE Pearson
Capacity|Electricity|Storage Converter 0.487 0.365
Investment|Energy Supply|Electricity|Transmission|AC|Offshore 0.480 0.584
Capacity|Methanol 0.475 0.999
Trade|Secondary Energy|Methanol|Gross Import|Volume 0.463 0.288
Trade|Secondary Energy|Methanol|Volume 0.462 0.530
Final Energy|Liquids|Efuel 0.456 0.614
Final Energy|Industry excl Non-Energy Use|Liquids|Efuel 0.437 0.578
Secondary Energy|Methanol 0.428 0.998
Secondary Energy Input|Hydrogen|Liquids 0.422 0.979
Price|Secondary Energy|Hydrogen|Green 0.408 0.000
Capacity Additions|Hydrogen|Gas|w/ CCS 0.407 0.015
Capacity|Hydrogen|Gas|w/ CCS 0.407 0.015
Final Energy|Transportation|Liquids|Efuel 0.407 0.605
Investment|Energy Supply|Methanol 0.388 0.995
Secondary Energy|Electricity|Hydro 0.378 0.620
Price|Secondary Energy|Liquids|Hydrogen 0.340 0.686
Capacity|Liquids|Hydrogen 0.332 0.988
Length Additions|Electricity|Transmission|AC|NEP 0.326 0.987
Capacity|Liquids 0.318 0.990
Capacity|Heat|Hydrogen 0.307 1.000
Capacity|Electricity|Hydrogen|CC 0.307 1.000
Capacity|Electricity|Hydrogen 0.307 1.000
Investment|Energy Supply|Electricity|Hydrogen 0.307 1.000
Investment|Energy Supply|Heat|Hydrogen 0.307 1.000
Investment|Energy Supply|Electricity|Hydrogen|CC 0.307 1.000
Primary Energy|Oil|Electricity 0.304 0.744
Length Additions|Electricity|Transmission|AC 0.292 0.757
Capacity|Electricity|Gas|OC 0.289 0.800
Investment|Energy Supply|Heat|Gas 0.279 0.698
Capacity Additions|Heat|Gas 0.278 0.687
Capacity Additions|Methanol 0.274 0.999
Length Additions|Electricity|Transmission 0.266 0.815
Investment|Energy Supply|Electricity|Transmission|DC|Onshore|NEP 0.263 1.000
Investment|Energy Supply|Liquids|Hydrogen 0.262 0.974
Investment|Energy Supply|Heat|Biomass|w/o CCS 0.261 1.000
Investment|Energy Supply|Electricity|Biomass|Solids 0.261 1.000
Investment|Energy Supply|Heat|Biomass 0.261 1.000
Investment|Energy Supply|Electricity|Biomass 0.261 1.000
Investment|Energy Supply|Electricity|Biomass|w/o CCS 0.261 1.000
Price|Secondary Energy|Gases|Hydrogen 0.260 0.000
Investment|Energy Supply|Liquids 0.260 0.962
Emissions|CO2|Model|CCU 0.252 0.961
Investment|Energy Supply|Electricity|Transmission|Onshore|NEP 0.242 0.996
Capacity|Electricity|Transmission|AC 0.240 0.989
Secondary Energy Input|Hydrogen|Heat 0.237 0.999
Secondary Energy|Heat|Hydrogen 0.237 0.999
Secondary Energy|Electricity|Hydrogen 0.237 0.999
Secondary Energy Input|Hydrogen|Electricity 0.237 0.999
Secondary Energy|Liquids|Hydrogen 0.232 0.954
Trade|Secondary Energy|Hydrogen|Volume 0.226 0.912
Capacity Additions|Heat|Processes 0.220 0.853
Capacity Additions|Electricity|Hydrogen|CC 0.217 1.000
Capacity Additions|Heat|Hydrogen 0.217 1.000
Capacity Additions|Electricity|Hydrogen 0.217 1.000
Capacity Additions|Hydrogen 0.214 0.790
Capacity Additions|Hydrogen|Electricity 0.214 0.808
Capacity Additions|Electricity|Transmission|AC 0.211 0.867
Investment|Energy Supply|Electricity|Transmission|DC|Onshore 0.206 0.999
Emissions|CO2|Efuels|Liquids 0.204 0.876
Capacity Additions|Electricity|Transmission 0.203 0.867
Investment|Energy Supply|Electricity|Transmission|Onshore 0.200 0.978
Capacity Additions|Liquids 0.199 0.957
Capacity Additions|Liquids|Hydrogen 0.199 0.962
Capacity|Heat|Processes 0.195 0.991
Secondary Energy|Electricity|Oil 0.193 0.901
Final Energy|Industry|Liquids|Efuel 0.192 0.891
Capacity Additions|Heat|Biomass|w/o CCS 0.184 1.000
Capacity Additions|Electricity|Biomass|w/o CCS 0.184 1.000
Capacity Additions|Electricity|Biomass|Solids 0.184 1.000
Capacity Additions|Electricity|Biomass 0.184 1.000
Capacity Additions|Heat|Biomass 0.184 1.000
Final Energy|Non-Energy Use|Liquids|Efuel 0.182 0.902
Trade|Secondary Energy|Electricity|Volume 0.181 0.894
Price|Secondary Energy|Liquids 0.177 0.910
Capacity|Electricity|Transmission 0.169 0.995
Capacity|Heat|Gas 0.167 0.990
Capacity|Electricity|Transmission|AC|NEP 0.164 0.963
Length Additions|Electricity|Transmission|NEP 0.163 0.942
Investment|Energy Supply|Hydrogen|Electrolysis 0.162 0.909
Investment|Energy Supply|Hydrogen|Electricity 0.162 0.909
Price|Final Energy|Residential and Commercial|Gases 0.161 0.954
Capacity|Electricity|Gas 0.159 0.985
Capacity|Electricity|Gas|w/o CCS 0.159 0.985
Secondary Energy|Heat|Oil 0.157 0.994
Final Energy|Bunkers|Aviation|Liquids|Efuel 0.155 0.929
Primary Energy|Oil|Heat 0.152 0.995
Secondary Energy|Heat|Other 0.145 0.951
Investment|Energy Supply|Heat|Processes 0.142 0.962
Trade|Secondary Energy|Liquids|Hydrogen|Volume 0.134 0.946
Investment|Energy Supply|Electricity|Transmission|DC 0.128 0.994
Secondary Energy|Hydrogen 0.125 0.959
Capacity|Heat 0.121 0.992
Capacity Additions|Heat 0.115 0.931
Emissions|CO2|Efuels|Gases 0.115 0.971
Investment|Energy Supply|Electricity|Transmission 0.114 0.980
Investment|Energy Supply|Electricity|Transmission|DC|NEP 0.112 1.000
Emissions|CO2|Energy|Demand|Other Sector 0.110 0.965
Investment|Energy Supply|Electricity|Solar|PV|Open Field 0.108 0.980
Secondary Energy|Hydrogen|Electricity 0.104 0.973
Secondary Energy Input|Electricity|Hydrogen 0.102 0.973
NRMSE: Normalized (combined-min-max) Root Mean Square Error Pearson: Pearson correlation coefficient Threshold: NRMSE > 0.1 Only variables reaching the threshold are shown. Find the equivalent plot for all of them below.
Plots
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:warning: Note: Only the first 20 variables are shown, but more are above the threshold. Find all of them in the artifacts.

General

Plots comparison
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Files comparison
Status NRMSE MAE (norm)
csvs/metrics.csv :warning:Changed 0.002 0.15
csvs/curtailment.csv :warning:Changed 0.000 0.13
csvs/price_statistics.csv :warning:Changed 0.017 0.16
csvs/cumulative_cost.csv :warning:Changed 0.002 0.11
csvs/nodal_cfs.csv :warning: NaN mismatch
csvs/nodal_supply_energy.csv :warning: NaN mismatch
csvs/nodal_costs.csv :warning: NaN mismatch
csvs/nodal_capacities.csv :warning: NaN mismatch
csvs/capacities.csv :white_check_mark: Almost equal 0.000 0.00
csvs/market_values.csv :white_check_mark: Almost equal 0.049 0.02
csvs/supply.csv :white_check_mark: Almost equal 0.002 0.01
csvs/prices.csv :white_check_mark: Almost equal 0.004 0.04
csvs/cfs.csv :white_check_mark: Almost equal 0.055 0.01
csvs/costs.csv :white_check_mark: Almost equal 0.001 0.01
csvs/supply_energy.csv :white_check_mark: Almost equal 0.001 0.02
csvs/energy.csv :white_check_mark: Almost equal 0.001 0.01
csvs/weighted_prices.csv :white_check_mark: Equal
NRMSE: Normalized (combined-min-max) Root Mean Square Error MAE (norm): Mean Absolute Error on normalized data (min-max) Status Threshold: MAE (norm) > 0.05 and NRMSE > 0.3

Model Metrics

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Comparing refactor-post-discretization (0d79195) with main (06b56b4). Branch is 4 commits ahead and 5 commits behind. Last updated on 2024-11-01 13:22:25 CET.