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SAI: A Suspicion Assessment-Based Inspection Algorithm to Detect Malicious Users in Smart Grid 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2020, 卷号: 15, 页码: 361-374
Authors:  Xia XF(夏小芳);  Xiao Y(肖杨);  Liang W(梁炜)
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Smart grid  electricity theft  suspicion assessment  malicious meter inspection  security  
A load classification framework based on VMD and singular value energy difference spectrum 会议论文
Proceedings - IEEE International Conference on Energy Internet, ICEI 2019, Nanjing, China, May 27-31, 2019
Authors:  Chen, Shuo;  Guo, Kunya;  Zeng, Peng;  Lv, Xunming;  Jia, Zhida;  Yang JY(杨俊友)
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VMD  energy difference spectrum  load classification  compactness  
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
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Deep reinforcement learning  model-free  EV charging scheduling  
Lane scheduling around crossroads for edge computing based autonomous driving 期刊论文
Journal of Systems Architecture, 2019, 卷号: 95, 页码: 1-8
Authors:  Xia CQ(夏长清);  Jin X(金曦);  Kong LH(孔令和);  Xu C(许驰);  Zeng P(曾鹏)
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Edge computing  Autonomous driving  Scheduling  IoT  Crossroads  
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)
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Microgrid  Dynamic Energy Management System  Approximate Dynamic Programming  Recurrent Neural Network  Deep Learning  
Interval multiple-output soft sensors development with capacity control for wastewater treatment applications: A comparative study 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2019, 卷号: 184, 页码: 82-93
Authors:  Xiao HJ(肖红军);  Ba, Bingxin;  Li, Xianxiang;  Liu, Jian;  Liu YQ(刘乙奇);  Huang DP(黄道平)
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Soft-sensors  Multi-output  Capacity control  Wastewater  Uncertainty  
Investigations of cellular and molecular biophysical properties by atomic force microscopy nanorobotics 专著
Singapore:Springer Nature, 2018
Authors:  LI M(李密)
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Recent advances of light-driven micro/nanomotors: toward powerful thrust and precise control 期刊论文
NANOTECHNOLOGY REVIEWS, 2018, 卷号: 7, 期号: 6, 页码: 555-581
Authors:  Zhan ZH(詹子恒);  Wei FN(魏发南);  Zheng JH(郑江宏);  Yang WG(杨文广);  Luo, Jing;  Yao LG(姚立纲)
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actuation force  light driven  locomotion control  micro/nanomotor  
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)
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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
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Data-driven  reinforcement learning  EV charging management