Prediction and mitigation of nonlocal cascading failures using graph neural networks

Bukyoung Jhun, Hoyun Choi, Yongsun Lee +3

Cascading failures (CFs) in electrical power grids propagate nonlocally; After a local disturbance, the second failure may be distant. To study the avalanche dynamics and mitigatio…