Published August 9, 2024 | Version v1
Dataset Open

Accompanying data for publication: "Learning the Optimal Power Flow: Environment Design Matters"

  • 1. Oldenburger Forschungs- und Entwicklungsinstitut für Informatik eV
  • 2. Carl von Ossietzky University of Oldenburg
  • 3. University of Oldenburg

Description

All the data created for the publication "Learning the Optimal Power Flow: Environment Design Matters" by Wolgast and Nieße. The dataset contains all training runs performed, including the final neural network weights, meta-data about the training run, and various metrics during the course of training, which were used to generate the results and plots. The source code to re-produce the plots for the publication (and everything else) can be found on GitHub: https://github.com/Digitalized-Energy-Systems/rl-opf-env-design

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Additional details

Related works

Is supplement to
Journal article: 10.1016/j.egyai.2024.100410 (DOI)