Abstract: Over the last decades, the generation of largescale electricity has increased considerably using renewable energy. This idea came to resolve the overwhelming electricity demand by consumers ...

Abstract: We investigate the utility of graph neural networks (GNNs) as proxies of power grid operational decision-making algorithms (optimal power flow (OPF) and security-constrained unit commitment ...