#critical clearing time

Event-Structured Physics-Informed Neural Networks for Differentiable Critical Clearing Boundaries

Baoli Hao, Chenxi Hu, Ming Zhong +1

The paper introduces an event-structured physics‑informed neural network (ES‑PINN) that models pre‑fault, fault‑on, and post‑clearing dynamics to accurately estimate the critical c…