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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
View  |  Adobe PDF(3383Kb)  |  Favorite  |  View/Download:15/2  |  Submit date:2019/09/15
Deep reinforcement learning  model-free  EV charging scheduling  
Dynamic Energy Management of a Microgrid using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning 期刊论文
IEEE Transactions on Smart Grid, 2019, 卷号: 10, 期号: 4, 页码: 4435-4445
Authors:  Zeng P(曾鹏);  Li HP(李鹤鹏);  He HB(何海波);  Li SH(李署辉)
View  |  Adobe PDF(3242Kb)  |  Favorite  |  View/Download:195/36  |  Submit date:2018/08/11
Microgrid  Dynamic Energy Management System  Approximate Dynamic Programming  Recurrent Neural Network  Deep Learning  
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)
View  |  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
View  |  Adobe PDF(1037Kb)  |  Favorite  |  View/Download:60/12  |  Submit date:2019/02/24
Data-driven  reinforcement learning  EV charging management