critical clearing time 1event-structured modeling 1physics-informed neural networks 1power system dynamics 1transient stability assessment 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
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…
cs.LG2026
Resilient Load Forecasting under Climate Change: Adaptive Conditional Neural Processes for Few-Shot Extreme Load Forecasting
Chenxi Hu, Yue Ma, Yifan Wu +1
Extreme weather can substantially change electricity consumption behavior, causing load curves to exhibit sharp spikes and pronounced volatility. If forecasts are inaccurate during…