Counterfactual Action-Conditioned Graph Prediction for Cascading-Failure Mitigation in Power Systems

Fangxin Liu, Zhentao Tian

Cascading failures develop through coupled power flow redistribution, protection actions, and topology changes, making remedial control dependent on how alternative interventions m…