Fix capacity constraints for post discretization

[toniseibold]

With the post discretization the capacity constraints were not active for the second optimization since they already existed in n.globalconstraints but are not present in n.model.

Validation Balance Scenario

Validation Current Policies Scenario

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

• [ ] Workflow with target rule ariadne_all completes without errors _assertion error in hack_transmission_grid_
• [ ] The logic of export_ariadne_variables has been adapted to the changes not applicable
• [x] 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 bugfix
• [x] The latest main has been merged into the PR
• [x] The config has a new prefix of the format YYYYMMDDdescriptive_title

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Ariadne Variables

Comparison

	NRMSE	Pearson
Capacity|Electricity|Storage Converter	0.505	0.428
Capacity|Electricity|Gas|OC	0.408	0.293
Secondary Energy|Electricity|Hydro	0.405	0.275
Price|Secondary Energy|Gases|Hydrogen	0.397	0.000
Price|Secondary Energy|Liquids|Hydrogen	0.279	0.000
Investment|Energy Supply|Electricity|Transmission|Offwind-AC	0.243	1.000
Investment|Energy Supply|Electricity|Transmission|AC	0.199	0.846
Carbon Sequestration|DACCS	0.143	1.000

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

General

Plots comparison

Main branch	Feature branch

Files comparison

	Status	NRMSE	MAE (norm)
csvs/price_statistics.csv	:warning:Changed	0.002	0.29
csvs/cumulative_cost.csv	:warning:Changed	0.000	0.11
csvs/metrics.csv	:warning:Changed	0.000	0.13
csvs/curtailment.csv	:warning:Changed	0.000	0.06
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	0.000	0.01
csvs/cfs.csv	:white_check_mark: Almost equal	0.039	0.00
csvs/supply.csv	:white_check_mark: Almost equal	0.001	0.00
csvs/capacities.csv	:white_check_mark: Almost equal	0.000	0.00
csvs/energy.csv	:white_check_mark: Almost equal	0.000	0.01
csvs/supply_energy.csv	:white_check_mark: Almost equal	0.000	0.03
csvs/prices.csv	:white_check_mark: Almost equal	0.027	0.00
csvs/market_values.csv	:white_check_mark: Almost equal	0.007	0.05
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 fix_disc_constraints (778c2d5) with main (99f2c86). Branch is 5 commits ahead and 3 commits behind. Last updated on 2024-10-02 19:14:56 CEST.