Optimal Vehicle Charging in Bilevel Power-Traffic Networks via Charging Demand Function Yufan Zhang, Sujit Dey, and Yuanyuan Shi IEEE Transactions on Smart Grid (IEEE TSG 2023)
A Contextual Bandit Approach for Value-oriented Prediction Interval Forecasting Yufan Zhang, Honglin Wen, and Qiuwei Wu IEEE Transactions on Smart Grid (IEEE TSG 2023)
Optimal adaptive prediction intervals for electricity load forecasting in distribution systems via reinforcement learning Yufan Zhang, Honglin Wen, Qiuwei Wu, Qian Ai IEEE Transactions on Smart Grid (IEEE TSG 2022)
Closed-loop aggregated baseline load estimation using contextual bandit with policy gradient Yufan Zhang, Qiuwei Wu, Qian Ai, and João P. S. Catalão IEEE Transactions on Smart Grid (IEEE TSG 2022)
Typical wind power scenario generation for multiple wind farms using conditional improved Wasserstein generative adversarial network Yufan Zhang, Qian Ai, Fei Xiao, Ran Hao, and Tianguang Lu International Journal of Electrical Power & Energy Systems (IJEPES)
Bi-level distributed day-ahead schedule for islanded multi-microgrids in a carbon trading market Yufan Zhang, Qian Ai, Hao Wang, Zhaoyu Li, Kaiyi Huang Electric Power Systems Research (EPSR)
Energy theft detection in an edge data center using threshold-based abnormality detector Yufan Zhang, Qian Ai, Hao Wang, Zhaoyu Li, and Xiaoqian Zhou International Journal of Electrical Power & Energy Systems (IJEPES)
Improving aggregated baseline load estimation by Gaussian mixture model Yufan Zhang, Qian Ai, and Zhaoyu Li Energy Reports
Data augmentation strategy for small sample short‐term load forecasting of distribution transformer Yufan Zhang, Qian Ai, Zhaoyu Li, Shuangrui Yin, Kaiyi Huang, Muhammad Yousif, and Tianguang Lu International Transactions on Electrical Energy Systems
Intelligent demand response resource trading using deep reinforcement learning Yufan Zhang, Qian Ai, and Zhaoyu Li CSEE Journal of Power and Energy Systems (CSEE JPES)
ADMM-based distributed response quantity estimation: a probabilistic perspective Yufan Zhang, Qian Ai, and Zhaoyu Li IET Generation, Transmission & Distribution (IET GTD)
Improving aggregated load forecasting using evidence accumulation k-shape clustering Yufan Zhang, Yuquan Liu, Zhiwen Yu, Wen Xiong, Li Wang, Qian Ai, Zhaoyu Li, Kaiyi Huang, Ran Hao, Ziqing Jiang 2020 IEEE Power & Energy Society General Meeting (Selected in Best Paper Session)
Grouping of dynamic electricity consumption behaviour: An f‐divergence based hierarchical clustering model Yufan Zhang, Qian Ai, Zhaoyu Li IET Generation, Transmission & Distribution (IET GTD)
Energy management for aggregate prosumers in a virtual power plant: A robust Stackelberg game approach Shuangrui Yin, Qian Ai, Zhaoyu Li, Yufan Zhang, Tianguang Lu International Journal of Electrical Power & Energy Systems (IJEPES)
Deriving Loss Function for Value-oriented Renewable Energy Forecasting Yufan Zhang, Honglin Wen, Yuexin Bian, and Yuanyuan Shi Arxiv Preprint
Value-oriented Renewable Energy Forecasting for Coordinated Energy Dispatch Problems at Two Stages Yufan Zhang, Mengshuo Jia, Honglin Wen, and Yuanyuan Shi Arxiv Preprint
Targeted Demand Response: Formulation, LMP Implications, and Fast Algorithms Yufan Zhang, Honglin Wen, Tao Feng, and Yize Chen Arxiv Preprint
Enabling Fast Unit Commitment Constraint Screening via Learning Cost Model Xuan He, Honglin Wen, Yufan Zhang, and Yize Chen Arxiv Preprint