Research Summary
Planning, designing, operating, monitoring, and protecting of cyber-physical microgrids.
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Research Keywords
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Recent Publications
Interpretable short-term load forecasting via multi-scale temporal decomposition
Jiang, Y., Li, Y. & Chen, Y., Oct 2024, In: Electric Power Systems Research. 235, 110781.Research output: Contribution to journal › Article › peer-review
Modularized Bilinear Koopman Operator for Modeling and Predicting Transients of Microgrids
Jiang, X., Li, Y. & Huang, D., 2024, In: IEEE Transactions on Smart Grid. 15, 5, p. 5219-5231 13 p.Research output: Contribution to journal › Article › peer-review
HHL algorithm with mapping function and enhanced sampling for model predictive control in microgrids
Jing, H., Li, Y., Brandsema, M. J., Chen, Y. & Yue, M., May 1 2024, In: Applied Energy. 361, 122878.Research output: Contribution to journal › Article › peer-review
Small-signal stability enhancement of islanded microgrids via domain-enriched optimization
Kweon, J., Jing, H., Li, Y. & Monga, V., Jan 1 2024, In: Applied Energy. 353, 122172.Research output: Contribution to journal › Article › peer-review
Data-Driven Modeling of Microgrid Transient Dynamics Through Modularized Sparse Identification
Nandakumar, A., Li, Y., Zheng, H., Zhao, J., Zhao, D., Zhang, Y., Hong, T. & Chen, B., Jan 1 2024, In: IEEE Transactions on Sustainable Energy. 15, 1, p. 109-122 14 p.Research output: Contribution to journal › Article › peer-review
Enhancing Transient Dynamics Stabilization in Islanded Microgrids Through Adaptive and Hierarchical Data-Driven Predictive Droop Control
Nandakumar, A., Li, Y., Xu, Z. & Huang, D., 2024, (Accepted/In press) In: IEEE Transactions on Smart Grid.Research output: Contribution to journal › Article › peer-review
Multi-Factor-Coupled, Ahead-of-Time Aggregation of Power Flexibility Under Forecast Uncertainty
Wang, S., Du, L., Cui, B. & Li, Y., 2024, (Accepted/In press) In: IEEE Transactions on Sustainable Energy.Research output: Contribution to journal › Article › peer-review
PIDGeuN: Graph Neural Network-Enabled Transient Dynamics Prediction of Networked Microgrids Through Full-Field Measurement
Yu, Y., Jiang, X., Huang, D., Li, Y., Yue, M. & Zhao, T., 2024, In: IEEE Access. 12, p. 49464-49475 12 p.Research output: Contribution to journal › Article › peer-review
Data-driven quantum approximate optimization algorithm for power systems
Jing, H., Wang, Y. & Li, Y., Dec 2023, In: Communications Engineering. 2, 1, 12.Research output: Contribution to journal › Article › peer-review
Guest editorial: Secure and resilient operations of cyber-physical urban energy systems
Li, Y., Jun 2022, In: IET Energy Systems Integration. 4, 2, p. 157-158 2 p.Research output: Contribution to journal › Editorial › peer-review
Trajectory-driven planning of electric taxi charging stations based on cumulative prospect theory
Li, Y., Su, S., Liu, B., Yamashita, K., Li, Y. & Du, L., Nov 2022, In: Sustainable Cities and Society. 86, 104125.Research output: Contribution to journal › Article › peer-review
Programmable intrusion detection for distributed energy resources in cyber–physical networked microgrids
Ma, S., Li, Y., Du, L., Wu, J., Zhou, Y., Zhang, Y. & Xu, T., Jan 15 2022, In: Applied Energy. 306, 118056.Research output: Contribution to journal › Article › peer-review
Stochastically Stable Synchronous Learning for EV Aggregators Considering Their Collective Age of Information
Wang, S., Du, L., Li, Y. & Fan, R., Mar 1 2022, In: IEEE Transactions on Transportation Electrification. 8, 1, p. 432-441 10 p.Research output: Contribution to journal › Article › peer-review
Coordinated hierarchical voltage control for flexible DC distribution systems
Wei, Z., Peng, K., Xiao, C., Li, Y., Zhao, X. & Yao, G., Jan 2022, In: Electric Power Systems Research. 202, 107572.Research output: Contribution to journal › Article › peer-review
Data-driven resilience analysis of power grids
Sun, Q., Li, Y. & Philhower, J., Feb 2021, In: Global Energy Interconnection. 4, 1, p. 104-114 11 p.Research output: Contribution to journal › Article › peer-review