Power grid operational risk assessment using graph neural network surrogates

Yadong Zhang, Pranav M Karve, Sankaran Mahadevan

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 c…