2 papers
eess.SY2026
Stochastic Model Predictive Control under AC Power-Flow Constraints Using Generative Learning
Jie Zhu, Yinliang Xu, Guan Wang
This paper proposes an end-to-end generative framework for efficiently solving multi-period and multi-scenario stochastic model predictive control (SMPC) problems under nonlinear A…
eess.SY2026
Real-Time Neural Distributed Energy Resources Dispatch with Feasibility Guarantees
Jie Zhu, Yinliang Xu, Hongbin Sun
The growing penetration of renewable energy necessitates high-frequency real-time scheduling. While neural network-based surrogates enable computationally efficient scheduling, str…