2 papers
cs.LG2026
Inductive Power Grid Cascading Failure Analysis with GRU-Gated Graph Attention
Tianxin Zhou, Xiang Li, Haibing Lu
Identifying vulnerable transmission lines in power grids before a cascading failure occurs is challenging: existing methods can learn inter-line failure correlations from cascade d…
cs.LG2024
A Dual Power Grid Cascading Failure Model for the Vulnerability Analysis
Tianxin Zhou, Xiang Li, Haibing Lu
Considering the attacks against the power grid, one of the most effective approaches could be the attack to the transmission lines that leads to large cascading failures. Hence, th…