5 citations · 12 across the 8 of their papers we have counts for
4 papers · 1 filter
Neuro-Dynamic State Estimation for Networked Microgrids
Fei Feng, Yifan Zhou, Peng Zhang
We devise neuro-dynamic state estimation (Neuro-DSE), a learning-based dynamic state estimation (DSE) algorithm for networked microgrids (NMs) under unknown subsystems. Our contrib…
Neuro-Reachability of Networked Microgrids
Yifan Zhou, Peng Zhang
A neural ordinary differential equations network (ODE-Net)-enabled reachability method (Neuro-Reachability) is devised for the dynamic verification of networked microgrids (NMs) wi…
Enhanced Microgrid Power Flow Incorporating Hierarchical Control
Fei Feng, Peng Zhang
An enhanced microgrid power flow (EMPF) is devised to incorporate hierarchical control effects. The new contributions are threefold: 1) an advanced-hierarchical-control-based Newto…
Enabling Cyberattack-Resilient Load Forecasting through Adversarial Machine Learning
Zefan Tang, Jieying Jiao, Peng Zhang +3
In the face of an increasingly broad cyberattack surface, cyberattack-resilient load forecasting for electric utilities is both more necessary and more challenging than ever. In th…