Dynamic stability of synthetic power grid models

Published 2022-05-23· Dataset· Open

Zenodo record DOI 10.5281/zenodo.8204334

Authors:Nauck, Christian Lindner, Michael Hellmann, Frank

Keywords:Power grids, dynamic stability, dataset for Machine Learning, Graph Neural Networks

Communities: pikpotsdam

License: cc-by-4.0

Files: 4

This repository contains three datasets of synthetic power grids and their dynamic stability.

1. 10,000 grids of size 20 (ds20) stored in dataset020.zip

2. 10,000 grids of size 100 (ds100) stored in dataset100.zip

3. 1 Texan power grid model with 1,910 nodes (texas) stored intexas.zip

There are three tasks SNBS (regression) and the identification of troublemakers using regression and thresholding based on the maximum frequency deviation or classification based on binary targets.