Global Sensitivity Analysis Workflow for PyPSA-USA
This repo contains a global sensitivity analysis (GSA) workflow for running on PyPSA-USA models. The logic is inspired by the open-source Usher et al. [1] paper on performing (GSA) on energy system optimization models, and the accompanying code [2].
[1] Usher W, Barnes T, Moksnes N and Niet T. Global sensitivity analysis to enhance the transparency and rigour of energy system optimisation modelling [version 1; peer review: 1 approved, 2 approved with reservations]. Open Res Europe 2023, 3:30 (https://doi.org/10.12688/openreseurope.15461.1)
[2] https://github.com/KTH-dESA/esom_gsa
To add
Install dependencies using conda or mamba into a new environment called pypsa-gsa. Activate the new environment.
conda env create --file pypsa-gsa.yaml
conda activate pypsa-gsa