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