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Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON SMART GRID, 2019, 卷号: 10, 期号: 5, 页码: 5246-5257
Authors:  Wan, Zhiqiang;  Li HP(李鹤鹏);  He HB(何海波);  Prokhorov, Danil
Adobe PDF(3383Kb)  |  Favorite  |  View/Download:15/2  |  Submit date:2019/09/15
Deep reinforcement learning  model-free  EV charging scheduling  
Residential Energy Management with Deep Reinforcement Learning 会议论文
Proceedings of the International Joint Conference on Neural Networks, Rio de Janeiro, Brazil, July 8-13, 2018
Authors:  Wan, Zhiqiang;  Li HP(李鹤鹏);  He HB(何海波)
Adobe PDF(2794Kb)  |  Favorite  |  View/Download:47/6  |  Submit date:2018/12/01
A Data-Driven Approach for Real-Time Residential EV Charging Management 会议论文
2018 IEEE Power and Energy Society General Meeting, PESGM 2018, Portland, OR, United states, August 5-10, 2018
Authors:  Wan, Zhiqiang;  Li HP(李鹤鹏);  He HB(何海波);  Prokhorov, Danil
Adobe PDF(1037Kb)  |  Favorite  |  View/Download:60/12  |  Submit date:2019/02/24
Data-driven  reinforcement learning  EV charging management