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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make targets a little less ambitious #210

Closed lindnemi closed 1 month ago

lindnemi commented 1 month ago

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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 9d53517..e05cf06 100644 --- a/config/config.yaml +++ b/config/config.yaml @@ -234,7 +234,7 @@ clustering: # docs in https://pypsa-eur.readthedocs.io/en/latest/configuration.html#co2-budget co2_budget: 2020: 0.800 # 20% reduction by 2020 - 2025: 0.600 + 2025: 0.620 2030: 0.450 # 55% reduction by 2030 (Ff55) 2035: 0.250 2040: 0.100 # goal to be set next year @@ -426,7 +426,7 @@ solving: DE: 2020: 54.5 2025: 69 - 2030: 250 + 2030: 157 # EEG2023 Ziel für 2035 2035: 250 2040: 250 2045: 250 @@ -442,7 +442,7 @@ solving: DE: 2020: 53.7 2025: 110 # EEG2023; assumes for 2026: 128 GW, assuming a fair share reached by end of 2025 - 2030: 400 + 2030: 309 # EEG2023 Ziel für 2035 2035: 1000 2040: 1000 2045: 1000 @@ -459,16 +459,16 @@ solving: Generator: onwind: DE: - 2030: 115 # Wind-an-Land Law - 2035: 115 # Wind-an-Land Law + 2030: 99 # Wind-an-Land Law 2028 + 2035: 115 # Wind-an-Land Law 2030 2040: 115 # Wind-an-Land Law 2045: 115 offwind: DE: - 2030: 30 # Wind-auf-See Law + 2030: 22.5 # 75% Wind-auf-See Law 2035: 30 - 2040: 30 - 2045: 30 + 2040: 40 + 2045: 50 solar: DE: # EEG2023; Ziel for 2024: 88 GW and for 2026: 128 GW, ```

Ariadne Variables

Comparison
NRMSE Pearson
Investment|Energy Supply|Electricity|Transmission|Offwind-AC 0.667 -0.500
Capacity|Heat|Hydrogen 0.574 0.633
Capacity|Electricity|Hydrogen 0.574 0.592
Capacity|Electricity|Hydrogen|FC 0.574 0.592
Investment|Energy Supply|Electricity|Transmission|Offwind-DC 0.525 0.374
Investment|Energy Supply|Electricity|Wind|Offshore 0.506 0.415
Capacity|Electricity|Storage Converter 0.455 -0.130
Secondary Energy Input|Hydrogen|Heat 0.453 0.869
Secondary Energy|Heat|Hydrogen 0.453 0.867
Secondary Energy|Electricity|Hydrogen 0.452 0.831
Secondary Energy Input|Hydrogen|Electricity 0.452 0.807
Capacity|Electricity|Gas|OC 0.408 0.632
Capacity Additions|Heat|Hydrogen 0.405 1.000
Capacity Additions|Electricity|Hydrogen|FC 0.404 0.986
Capacity Additions|Electricity|Hydrogen 0.404 0.986
Investment|Energy Supply|Electricity|Transmission|AC 0.355 0.373
Price|Secondary Energy|Gases|Hydrogen 0.349 0.000
Capacity Additions|Electricity|Wind|Offshore 0.328 0.611
Carbon Sequestration|DACCS 0.317 1.000
Investment|Energy Supply|Electricity|Transmission 0.306 0.828
Investment|Energy Supply|Electricity|Transmission|DC 0.295 0.856
Secondary Energy|Electricity|Hydro 0.253 0.915
Secondary Energy|Electricity|Wind|Offshore 0.238 0.821
Capacity Additions|Electricity|Solar 0.236 0.767
Capacity Additions|Electricity|Solar|PV 0.236 0.767
Capacity Additions|Electricity|Solar|PV|Rooftop 0.236 0.772
Capacity|Electricity|Wind|Offshore 0.228 0.839
Trade|Secondary Energy|Electricity|Volume 0.217 0.900
Investment|Energy Supply|Electricity|Solar|PV|Rooftop 0.211 0.887
Investment|Energy Supply|Electricity|Solar|PV 0.171 0.921
Investment|Energy Supply|Electricity|Solar 0.171 0.921
Capacity|Electricity|Solar|PV|Rooftop 0.155 0.953
Capacity Additions|Electricity|Wind 0.129 0.921
Capacity|Electricity|Solar 0.115 0.965
Capacity|Electricity|Solar|PV 0.115 0.965
Investment|Energy Supply|Electricity|Wind 0.112 0.959
Capacity Additions|Electricity 0.110 0.945
Capacity Additions|Heat|Non-Renewable Waste 0.106 0.993
Capacity Additions|Electricity|Non-Renewable Waste 0.106 0.993
Primary Energy|Solar 0.104 0.971
Secondary Energy|Electricity|Solar 0.104 0.971
Capacity|Heat 0.100 0.976
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/price_statistics.csv :warning:Changed 0.009 0.16
csvs/cumulative_cost.csv :warning:Changed 0.000 0.11
csvs/metrics.csv :warning:Changed 0.000 0.08
csvs/curtailment.csv :warning:Changed 0.000 0.11
csvs/nodal_cfs.csv :warning: NaN mismatch
csvs/nodal_costs.csv :warning: NaN mismatch
csvs/nodal_capacities.csv :warning: NaN mismatch
csvs/nodal_supply_energy.csv :warning: NaN mismatch
csvs/costs.csv :white_check_mark: Almost equal 0.001 0.00
csvs/cfs.csv :white_check_mark: Almost equal 0.037 0.00
csvs/supply.csv :white_check_mark: Almost equal 0.001 0.01
csvs/capacities.csv :white_check_mark: Almost equal 0.000 0.00
csvs/energy.csv :white_check_mark: Almost equal 0.001 0.01
csvs/supply_energy.csv :white_check_mark: Almost equal 0.001 0.01
csvs/prices.csv :white_check_mark: Almost equal 0.010 0.00
csvs/market_values.csv :white_check_mark: Almost equal 0.045 0.02
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 adjust-targets (38fd77c) with main (ed2abcf). Branch is 3 commits ahead and 0 commits behind. Last updated on 2024-09-27 17:35:59 CEST.