This code accompanies the multi-area system adequancy case study of the paper Generating Multivariate Load States Using a Conditional Variational Autoencoder by Chenguang Wang, Ensieh Sharifnia, Zhi Gao, Simon H. Tindemans, Peter Palensky, accepted for publication at PSCC 2022 and a special issue of EPSR.
A preprint is available at: https://arxiv.org/abs/2110.11435. If you use (parts of) this code, please cite the preprint or published paper.
One non-standard Python packages are required to run the code: quadprog.
List of all dependencies are avialable in the requirement.txt and mc-pscc2022.yml
Please extract the compressed files in data\process-data\generated-load and
run Multi-Area-Case-Study_PSCC2022.ipynb to reproduce case study's result
Find Generative models at: https://github.com/ChenguangWang-Sam/PSCC2022-CVAE