improving NEP plots

[lindnemi]

• Consider links starting with DC as well as TYNDP as NEP projects
• Restrict NEP projects to the current planning horizon (if they are expanded further in other planning horizons, this is accounted as endogenous)
• Change the Trassen units (see discord)
• slightly improve the NEP plots

Before asking for a review for this PR make sure to complete the following checklist:

• [ ] Workflow with target rule ariadne_all completes without errors
• [ ] The logic of export_ariadne_variables has been adapted to the changes
• [ ] One or several figures that validate the changes in the PR have been posted as a comment
• [ ] A brief description of the changes has been added to Changelog.md
• [ ] The latest main has been merged into the PR
• [ ] The config has a new prefix of the format YYYYMMDDdescriptive_title

[github-actions[bot]]

Validator Report

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Ariadne Variables

Comparison

	NRMSE	Pearson
Price|Primary Energy|Oil	0.360	0.000
Capacity|Electricity|Storage Converter	0.333	0.636
Price|Secondary Energy|Gases|Hydrogen	0.325	0.000
Price|Secondary Energy|Gases|Biomass	0.267	0.000
Secondary Energy|Electricity|Hydro	0.225	0.992
Price|Secondary Energy|Liquids|Hydrogen	0.221	0.848
Length Additions|Electricity|Transmission|AC	0.205	0.788
Capacity|Heat|Non-Renewable Waste	0.167	0.980
Capacity|Electricity|Non-Renewable Waste	0.162	0.982
Length Additions|Electricity|Transmission	0.145	0.964
Primary Energy|Waste|Heat	0.120	0.981
Secondary Energy|Heat|Waste	0.119	0.982
Final Energy|Waste	0.119	0.982
Primary Energy|Waste	0.119	0.982
Primary Energy|Waste|Electricity	0.116	0.983
Secondary Energy|Electricity|Waste	0.115	0.983
Capacity Additions|Heat|Non-Renewable Waste	0.113	0.960
Trade|Secondary Energy|Electricity|Volume	0.112	0.956
Capacity Additions|Electricity|Non-Renewable Waste	0.108	0.963
Investment|Energy Supply|Electricity|Biomass|Solids	0.105	1.000
Investment|Energy Supply|Electricity|Biomass|w/o CCS	0.105	1.000
Investment|Energy Supply|Heat|Biomass|w/o CCS	0.105	1.000
Investment|Energy Supply|Heat|Biomass	0.105	1.000
Investment|Energy Supply|Electricity|Biomass	0.105	1.000
Investment|Energy Supply|Electricity|Non-Renewable Waste	0.102	0.982
Investment|Energy Supply|Heat|Non-Renewable Waste	0.102	0.982

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

Main branch	Feature branch

: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

Main branch	Feature branch

Files comparison

	Status	NRMSE	MAE (norm)
csvs/prices.csv	:warning:Changed	0.001	0.06
csvs/curtailment.csv	:warning:Changed	0.000	0.13
csvs/price_statistics.csv	:warning:Changed	0.002	0.19
csvs/cumulative_cost.csv	:warning:Changed	0.000	0.20
csvs/metrics.csv	:warning:Changed	0.000	0.08
csvs/nodal_cfs.csv	:white_check_mark: Almost equal	0.009	0.00
csvs/supply.csv	:white_check_mark: Almost equal	0.001	0.01
csvs/nodal_supply_energy.csv	:white_check_mark: Almost equal	0.000	0.00
csvs/capacities.csv	:white_check_mark: Almost equal	0.000	0.01
csvs/nodal_costs.csv	:white_check_mark: Almost equal	0.000	0.00
csvs/market_values.csv	:white_check_mark: Almost equal	0.008	0.05
csvs/nodal_capacities.csv	:white_check_mark: Almost equal	0.000	0.00
csvs/cfs.csv	:white_check_mark: Almost equal	0.037	0.00
csvs/costs.csv	:white_check_mark: Almost equal	0.000	0.01
csvs/supply_energy.csv	:white_check_mark: Almost equal	0.000	0.02
csvs/energy.csv	:white_check_mark: Almost equal	0.000	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

Benchmarks

Comparing improve-NEP-plots (158aa54) with main (48ccaef). Branch is 4 commits ahead and 1 commits behind. Last updated on 2024-11-05 18:18:44 CET.