Published May 1, 2025 | Version v1
Dataset Open

Accompanying data for publication: "A General Approach of Automated Environment Design for Learning the Optimal Power Flow"

  • 1. ROR icon Carl von Ossietzky Universität Oldenburg
  • 2. Oldenburger Forschungs- und Entwicklungsinstitut für Informatik eV
  • 3. ROR icon Oldenburger Institut für Informatik

Description

All the data created for the publication "A General Approach of Automated Environment Design for Learning the Optimal Power Flow" by Wolgast and Nieße. The dataset contains all training runs performed, meta-data about the training run, and various metrics during the course of training and environment design optimization, 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/auto-env-design

Files

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Additional details

Related works

Is supplement to
Conference paper: 10.1145/3679240.3734626 (DOI)

Software

Repository URL
https://github.com/Digitalized-Energy-Systems/auto-env-design
Programming language
Python