Yi Wang

B.Sc. (Eng.), Ph.D. H.K.; M.I.E.E.E.
Email:
Web: http://www.eeyiwang.com/
Tel.: 3917 8059
Office: CB604

Y. Wang

Assistant Professor
Data analytics in the smart grid, Energy forecasting, Multi-energy systems, Internet-of-things, Cyber-physical-social energy systems.
Dr. Yi Wang received his Bachelor’s degree in electrical engineering from Huazhong University of Science and Technology (HUST) in June 2014, and his Ph.D. degree in electrical engineering from Tsinghua University in Jan. 2019. From March 2017 to April 2018, he was an exchange student researcher at the University of Washington. Before joining the University of Hong Kong in September 2021, he served as a Postdoctoral Researcher in the Power Systems Laboratory, ETH Zurich from February 2019 to August 2021.
He currently serves as the secretary of IEEE Customer Systems & Smart Buildings Subcommittee and the secretary of IEEE PES Working Group on Energy Forecasting and Analytics.
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Selected Publications

Yi Wang, Qixin Chen, Chongqing Kang, “Smart Meter Data Analytics: Electricity Consumer Behavior Modeling, Aggregation, and Forecasting,”?Springer, 2020. (Monograph)
Yi Wang, Imane Lahmam Bennani, Xiufeng Liu, Mingyang Sun, and Yao Zhou, “Electricity Consumer Characteristics Identification: A Federated Learning Approach,”?IEEE Transactions on Smart Grid, 2021, 12(4):3637-3647.
Yi Wang, Ning Zhang, Yushi Tan, Tao Hong, Daniel Kirschen, and Chongqing Kang, “Combining Probabilistic Load Forecasts,”?IEEE Transactions on Smart Grid, 2019, 10(4):3664-3674.?
Yi Wang, Qixin Chen, Tao Hong, and Chongqing Kang, “Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges,”?IEEE Transactions on Smart Grid, 2019, 10(3):3125-3148.?
Yi Wang, Qixin Chen, Dahua Gan, Jingwei Yang, Daniel Kirschen, and Chongqing Kang, “Deep Learning-Based Socio-demographic Information Identification from Smart Meter Data,”?IEEE Transactions on Smart Grid, 2019, 10(3):2593-2602.
Yi Wang, Ning Zhang, Chongqing Kang, and Qing Xia, “Standardized Matrix Modeling of Multiple Energy Systems,”?IEEE Transactions on Smart Grid, 2019, 10(1): 257-270.?
Yi Wang, Ning Zhang, Qixin Chen, Daniel Kirschen, Pan Li, and Qing Xia, “Data-Driven Probabilistic Net Load Forecasting with High Penetration of Behind-the-Meter PV,”?IEEE Transactions on Power Systems, 2018, 33(3): 3255-3264.?
Yi Wang, Ning Zhang, Chongqing Kang, Miao Miao, Rui Shi, and Qing Xia, “An Efficient Approach to Power System Uncertainty Analysis with High-Dimensional Dependencies,”?IEEE Transactions on Power Systems, 2018, 33(3): 2984-2994.?
Yi Wang, Qixin Chen, Chongqing Kang, and Qing Xia, “Sparse and Redundant Representations-Based Smart Meter Data Compression and Pattern Extraction,”?IEEE Transactions on Power Systems, 2017, 32(3): 2142-2151.
Yi Wang, Qixin Chen, Chongqing Kang, and Qing Xia, “Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications,”?IEEE Transactions on Smart Grid, 2016, 7(5): 2437-2447.

Last updated: September 1st, 2021