AI-Driven Smart Grid

Related Publications

  1. Lizhi Wang, Songyuan Zhang, Yifan Zhou*, Chuchu Fan, Peng Zhang, Yacov A. Shamash, “Physics-Informed, Safety and Stability Certified Neural Control for Uncertain Networked Microgrids”, IEEE Transactions on Smart Grid, accepted, Aug. 2023

  2. Lizhi Wang, Songyuan Zhang, Yifan Zhou*, Chuchu Fan, Peng Zhang, Yacov A. Shamash, “Learning-Based, Safety and Stability-Certified Microgrid Control”, IEEE Power and Energy Society General Meeting (PESGM), 2023.

  3. Fei Feng, Yifan Zhou*, Peng Zhang, “Neuro Dynamic State Estimation for Networked Microgrids”, IEEE Transactions on Industry Applications, under review, Feb. 2023.

  4. Qing Shen, Yifan Zhou*, Peng Zhang, “Physics-Aware Neural Dynamic Equivalence of Power Systems”, IEEE Transactions on Power Systems, under review, Jan. 2023.

  5. Yifan Zhou, Peng Zhang*, “Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems,” in IEEE Transactions on Power Systems, vol. 38, no. 1, pp. 475-487, Jan. 2023.

  6. Dmitrii A. Etingov, Peng Zhang*, Zefan Tang, Yifan Zhou, “AI-Enabled Traveling Wave Protection for Microgrids,” in Electric Power Systems Research, vol. 210, pp. 108078, Sep. 2022.

  7. Yifan Zhou, Peng Zhang*, “Neural Electromagnetic Transients Program,” in 2022 IEEE Power and Energy Society General Meeting (PESGM), Denver, Colorado, 2022.

  8. Zefan Tang, Peng Zhang*, Yifan Zhou, “Quantum Renewable Scenario Generation,” IEEE Power and Energy Society General Meeting (PESGM), 2022

  9. Yifan Zhou, Peng Zhang*, “Neuro-Reachability of Networked Microgrids,” IEEE Transactions on Power Systems, vol. 37, no. 1, pp. 142-152, Jan. 2022.

  10. Yifan Zhou*, Wei Hu, Yong Min, “A Semi-Supervised Anomaly Detection Method for Wind Farm Power Data Preprocessing”, IEEE Power and Energy Society General Meeting (PESGM), 2017.

  11. Le Zheng*, Wei Hu, Yifan Zhou, Yong Min, “Deep belief network based nonlinear representation learning for transient stability assessment”, IEEE Power and Energy Society General Meeting (PESGM), 2017

Yifan Zhou
Yifan Zhou
Assistant Professor

My research interests include microgrid and networked microgrids, formal analysis, AI-driven smart grid and quantum computing.