Hierarchical Graph Neural Network for Probabilistic Power Flow with Grid Topology Contingencies

Jinbao Wang, Jun Liu, Shiliang Zhang +4

Data-driven surrogates reduce the nonlinear solves required for probabilistic power flow (PPF), but models tied to a fixed bus--branch graph often generalize poorly when outages ch…