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Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 期号: 6, 页码: 59001 - 59014
Authors:  Chengbao,Liu;  Jie, Tan;  Heyuan,Shi;  Xuelei,Wang
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Lithium-ion Cell Screening  Time-series Clustering  Resampling  Convolutional Neural Networks  
基于自适应动态规划方法的智能微网系统电能优化协调控制 学位论文
, 北京: 中国科学院大学, 2018
Authors:  徐延才
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智能电网  神经网络  自适应动态规划  电能管理  
Lithium-Ion Cell Screening W th Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 无, 页码: 59001-59014
Authors:  Liu, Chengbao;  Tan, Jie;  Shi, Heyuan;  Wang, Xuelei
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Lithium-ion cell screening  time-series clustering  resampling  convolutional neural networks  
Residential energy scheduling for variable weather solar energy based on adaptive dynamic programming 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 卷号: 5, 期号: 1, 页码: 36-46
Authors:  Liu DR(刘德荣);  Xu YC(徐延才);  Wei QL(魏庆来);  Xinliang Liu
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Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Control Strategy  Residential Energy Management  Smart Grid  
Optimization of electricity consumption in office buildings based on adaptive dynamic programming 期刊论文
SOFT COMPUTING, 2017, 卷号: 21, 期号: 21, 页码: 6369-6379
Authors:  Shi, Guang;  Wei, Qinglai;  Liu, Derong
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Office Buildings  Electricity Consumption Optimization  Battery Management  Optimal Control  Adaptive Dynamic Programming  Neural Networks  
ESI工程学热点论文推送2017年第4期 其他
2017-08-01
Authors:  鲁宁;  张丽娟
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Echo state network-based Q-learning method for optimal battery control of offices combined with renewable energy 期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2017, 卷号: 11, 期号: 7, 页码: 915-922
Authors:  Shi, Guang;  Liu, Derong;  Wei, Qinglai
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Recurrent Neural Nets  Neurocontrollers  Learning (Artificial Intelligence)  Office Environment  Optimal Control  Solar Power  Energy Consumption  Time Series  Secondary Cells  Energy Management Systems  Function Approximation  Echo State Network-based Q-learning Method  Optimal Battery Control  Renewable Energy  Optimal Energy Management  Solar Energy  Energy Consumption  Energy Demand  Time Series  Real-time Electricity Rate  Periodic Functions  Q-function  Optimal Charging Strategy  Optimal Discharging Strategy  Optimal Idle Strategy  Numerical Analysis  
Optimal Constrained Self-learning Battery Sequential Management in Microgrid Via Adaptive Dynamic Programming 期刊论文
IEEE/CAA JOURNAL OF AUTOMATICA SINICA, 2017, 卷号: 4, 期号: 2, 页码: 1-9
Authors:  Yu Liu;  Qinglai Wei;  Derong Liu;  Ruizhuo Song
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Adaptive Critic Designs  Adaptive Dynamic Programming  Battery Management  Energy Management System  Neuro-dynamic Programming  Approximate Dynamic Programming  Smart Home  Optimal Control  
Adaptive dynamic programming for residential energy scheduling with solar energy 会议论文
, Guilin, China, 12-15 June 2016
Authors:  Xu YC(徐延才);  Liu DR(刘德荣);  Wei QL(魏庆来);  Luo B(罗彪);  Yancai Xu
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An adaptive dynamic programming based method for optimization of electricity consumption in office buildings 会议论文
, Vancouver, Canada, Jul. 23–29, 2016
Authors:  Shi, Guang;  Wei, Qinglai;  Liu, Derong
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