5 citations · 11 across the 5 of their papers we have counts for
5 papers
Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems
Yifan Zhou, Peng Zhang
Transient stability assessment (TSA) is a cornerstone for resilient operations of today's interconnected power grids. This paper is a confluence of quantum computing, data science…
Quantum Power Flow
Fei Feng, Yifan Zhou, Peng Zhang
This letter is a proof of concept for quantum power flow (QPF) algorithms which underpin various unprecedentedly efficient power system analytics exploiting quantum computing. Our…
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…