Graph Neural Network Framework for Line Status Prediction in Power Systems Cascading Failures
Cascading failures in power systems are complex, high-impact phenomena that can result in significant financial and societal impacts. Accurately predicting the severity of these cascades and the postcascade status of transmission lines early in the event can greatly aid in risk assessment and the formulation of effecti...