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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Update Germany specific costs (NEP, onwind, pellets) #193

Closed lindnemi closed 2 months ago

lindnemi commented 2 months ago

Hopefully for the last time. Firstly, all NEP costs have been updated / double-checked. Most importantly, the offwind cable costs are now more accurate (and lower) and the offwind station costs are more expensive. Interestingly, underground cables in NEP23 are cheaper than in NEP 21 (when correcting for inflation)

The new costs are:

Paramter & unit NEP 23 NEP 21 NEP 23 Inflation corrected NEP 21 inflation corrected
AC overhead (€/MW/km) 1325 736 1196 732
AC underground (€/MW/km) 4711 3386 4252 3369
AC offwind (€/MW/km) 618 854 558 850
DC overhead (€/MW/km) 0 1000 0 995
DC underground (€/MW/km) 3300 3250 2978 3234
DC submarine (€/MW/km) 0 0 0 0
DC offwind submarine (€/MW/km) 3000 2000 2708 1990
DC offwind onland (€/MW/km) 3800 3250 3430 3234
DC inverter pair (€/kW) 0 600 0 597
DC offwind station (€/kW) 1000 750 903 746
AC offwind station (€/kW) 800 700 722 697
Inflation 1.108 1.005    

Sources: NEP 21 Kostenschätzung NEP 21 offshore, Tabelle 16/17 NEP 23 Kostenschätzung NEP 23 offshore, Tabelle 24/25

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lindnemi commented 2 months ago

Closes #179. Partially adresses #141

github-actions[bot] commented 2 months ago

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 ea33f60..2ee9a57 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: 202406windcf + prefix: 202413costupdate name: # - CurrentPolicies - KN2045_Bal_v4 ```

Ariadne Variables

Comparison
NRMSE Pearson
Investment|Energy Supply|Electricity|Biomass|w/o CCS 597268853.477 0.000
Investment|Energy Supply|Heat|Biomass|w/o CCS 597268853.477 0.000
Capacity Additions|Electricity|Biomass|w/o CCS 61626.319 0.989
Capacity Additions|Heat|Biomass|w/o CCS 61578.289 0.989
Capacity|Hydrogen|Gas|w/o CCS 1991.208 -0.796
Capacity|Hydrogen|Gas 28.004 -0.626
Capacity Additions|Electricity|Biomass 5.020 -0.064
Capacity Additions|Electricity|Biomass|Solids 5.020 -0.064
Capacity Additions|Heat|Biomass 4.291 -0.040
Capacity|Electricity|Gas|OC 3.787 1.000
Investment|Energy Supply|Electricity|Biomass|Solids 2.871 -0.180
Investment|Energy Supply|Heat|Biomass 2.871 -0.180
Investment|Energy Supply|Electricity|Biomass 2.871 -0.180
Secondary Energy Input|Hydrogen|Gases 2.559 0.365
Investment|Energy Supply|Electricity|Gas|OC 2.360 1.000
Capacity|Gases|Hydrogen 2.334 0.310
Capacity Additions|Gases|Hydrogen 2.334 0.310
Capacity|Electricity|Gas|w/ CCS 2.173 0.243
Capacity Additions|Electricity|Gas|w/ CCS 2.173 0.243
Primary Energy|Nuclear 2.149 1.000
Secondary Energy|Electricity|Nuclear 2.051 1.000
NRMSE: Normalized (min-max) Root Mean Square Error Pearson: Pearson correlation coefficient Threshold: NRMSE > 2 Only variables reaching the threshold are shown. Find the equivalent plot for all of them below.
Plots
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General

Plots comparison
Main branch Feature branch
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Files comparison
Status NRMSE MAE (norm)
csvs/nodal_capacities.csv :warning: NaN mismatch
csvs/nodal_costs.csv :warning: NaN mismatch
csvs/nodal_cfs.csv :warning: NaN mismatch
csvs/nodal_supply_energy.csv :warning: NaN mismatch
csvs/cfs.csv :white_check_mark: Almost equal 0.054 0.02
csvs/costs.csv :white_check_mark: Almost equal 0.003 0.02
csvs/curtailment.csv :white_check_mark: Almost equal 0.000 0.11
csvs/price_statistics.csv :white_check_mark: Almost equal 0.021 0.31
csvs/market_values.csv :white_check_mark: Almost equal 0.061 0.04
csvs/cumulative_cost.csv :white_check_mark: Almost equal 0.004 0.10
csvs/metrics.csv :white_check_mark: Almost equal 0.006 0.12
csvs/capacities.csv :white_check_mark: Almost equal 0.000 0.01
csvs/prices.csv :white_check_mark: Almost equal 0.029 0.01
csvs/supply_energy.csv :white_check_mark: Almost equal 0.002 0.02
csvs/supply.csv :white_check_mark: Almost equal 0.004 0.02
csvs/energy.csv :white_check_mark: Almost equal 0.003 0.01
csvs/weighted_prices.csv :white_check_mark: Equal
NRMSE: Normalized (min-max) Root Mean Square Error MAE (norm): Mean Absolute Error on normalized Data (min-max Status Threshold: MAE (norm) > 0.05 and NRMSE > 2

Model Metrics

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Comparing update-wind-and-nep-costs (d592c6e) with main (7e36af1). Branch is 6 commits ahead and 1 commits behind. Last updated on 2024-09-13 12:50:30 CEST.