Predicting Dynamic Stability of Power Grids using Graph Neural Networks
This repository contains the source-code of the paper, but does not contain any data. The datasets including all scripts to reproduce the results in the paper are given at https://zenodo.org/record/5148085. In this repository, there are scripts in Julia to generate the dataset and prepare the data for PyTorch and also the python-scripts to train the ML-models.
Some minor changes are applied to the script to enable cuda and increase the speed. If you have problems to reproduce the results or suggestions to improve the code, please let me know.