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Yufan Zhang
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Year
Energy management for aggregate prosumers in a virtual power plant: A robust Stackelberg game approach
S Yin, Q Ai, Z Li, Y Zhang, T Lu
International Journal of Electrical Power & Energy Systems 117, 105605, 2020
892020
Typical wind power scenario generation for multiple wind farms using conditional improved Wasserstein generative adversarial network
Y Zhang, Q Ai, F Xiao, R Hao, T Lu
International Journal of Electrical Power & Energy Systems 114, 105388, 2020
832020
Bi-level distributed day-ahead schedule for islanded multi-microgrids in a carbon trading market
Y Zhang, Q Ai, H Wang, Z Li, K Huang
Electric power systems research 186, 106412, 2020
302020
Energy theft detection in an edge data center using threshold-based abnormality detector
Y Zhang, Q Ai, H Wang, Z Li, X Zhou
International Journal of Electrical Power & Energy Systems 121, 106162, 2020
242020
基于深度长短时记忆网络的区域级超短期负荷预测方法
张宇帆, 艾芊, 林琳, 袁帅, 李昭昱
电网技术 43 (6), 1884-1891, 2019
192019
Intelligent demand response resource trading using deep reinforcement learning
Y Zhang, Q Ai, Z Li
CSEE Journal of Power and Energy Systems, 2021
162021
Improving aggregated baseline load estimation by Gaussian mixture model
Y Zhang, Q Ai, Z Li
Energy Reports 6, 1221-1225, 2020
132020
Data augmentation strategy for small sample short‐term load forecasting of distribution transformer
Y Zhang, Q Ai, Z Li, S Yin, K Huang, M Yousif, T Lu
International Transactions on Electrical Energy Systems 30 (7), e12209, 2020
122020
Optimal adaptive prediction intervals for electricity load forecasting in distribution systems via reinforcement learning
Y Zhang, H Wen, Q Wu, Q Ai
IEEE Transactions on Smart Grid, 2022
92022
Closed-loop aggregated baseline load estimation using contextual bandit with policy gradient
Y Zhang, Q Wu, Q Ai, JPS Catalão
IEEE Transactions on Smart Grid 13 (1), 243-254, 2021
92021
数据驱动技术在虚拟电厂中的应用综述
李昭昱, 艾芊, 张宇帆, 殷爽睿, 孙东磊, 李雪亮
电网技术 44 (7), 2411-2419, 2020
92020
Improving aggregated load forecasting using evidence accumulation k-shape clustering
Y Zhang, Y Liu, Z Yu, W Xiong, L Wang, Q Ai, Z Li, K Huang, R Hao, ...
2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020
72020
数据驱动电能质量分析现状及其支撑技术与展望
张宇帆, 艾芊, 肖斐, 张昭丞, 谢善益
电力自动化设备 38 (11), 187-196, 2018
62018
A contextual bandit approach for value-oriented prediction interval forecasting
Y Zhang, H Wen, Q Wu
IEEE Transactions on Smart Grid, 2023
52023
ADMM‐based distributed response quantity estimation: a probabilistic perspective
Y Zhang, Q Ai, Z Li
IET Generation, Transmission & Distribution 14 (26), 6594-6602, 2020
52020
基于特征提取的面向边缘数据中心的窃电监测
张宇帆, 艾芊, 李昭昱, 肖斐, 饶渝泽
电力系统自动化 44 (9), 128-137, 2020
42020
基于机会约束规划的楼宇综合能源系统经济调度
张宇帆, 艾芊, 郝然, 孙树敏, 林琳, 袁帅
电网技术 43 (1), 108-115, 2019
42019
Value-oriented renewable energy forecasting for coordinated energy dispatch problems at two stages
Y Zhang, M Jia, H Wen, Y Shi
arXiv preprint arXiv:2309.00803, 2023
22023
Enabling fast unit commitment constraint screening via learning cost model
X He, H Wen, Y Zhang, Y Chen
arXiv preprint arXiv:2212.00483, 2022
22022
Grouping of dynamic electricity consumption behaviour: An f‐divergence based hierarchical clustering model
Y Zhang, Q Ai, Z Li
IET Generation, Transmission & Distribution 15 (22), 3164-3175, 2021
22021
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Articles 1–20