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A novel iterative adaptive critic design for smart home energy systems with solar energy 会议论文
, 中国厦门, 2022年11月
Authors:  Liao ZH(廖泽华);  Wei, Qinglai;  Li, Hongyang
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面向建筑分布式能源系统的自学习优化控制方法研究 学位论文
, 2023
Authors:  廖泽华
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建筑节能  自适应动态规划  最优控制  可再生能源  分布式能源管理  
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
Authors:  Wei, Qinglai;  Liao, Zehua;  Shi, Guang
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Optimal control  Process control  Smart homes  Dynamic programming  Numerical models  Iterative methods  Informatics  Actor-critic learning  adaptive critic designs  adaptive dynamic programming (ADP)  approximate dynamic programming  energy management  optimal control  smart grid  
Self-Learning Optimal Control for Ice-Storage Air Conditioning Systems via Data-Based Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 卷号: 68, 期号: 4, 页码: 3599-3608
Authors:  Wei, Qinglai;  Liao, Zehua;  Song, Ruizhuo;  Zhang, Pinjia;  Wang, Zhuo;  Xiao, Jun
Adobe PDF(3395Kb)  |  Favorite  |  View/Download:420/48  |  Submit date:2021/03/02
Optimal control  Air conditioning  Load modeling  Neural networks  Dynamic programming  Predictive models  Adaptive dynamic programming (ADP)  cooling load prediction  ice-storage air conditioning (IAC)  neural network  optimal control  
Continuous-Time Time-Varying Policy Iteration 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 12, 页码: 4958-4971
Authors:  Wei, Qinglai;  Liao, Zehua;  Yang, Zhanyu;  Li, Benkai;  Liu, Derong
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Optimal control  Nonlinear systems  Time-varying systems  Mathematical model  Dynamic programming  Approximation algorithms  Iterative algorithms  Adaptive critic designs  adaptive dynamic programming (ADP)  neuro-dynamic programming  nonlinear systems  optimal control  policy iteration  
Discrete-Time Impulsive Adaptive Dynamic Programming 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 10, 页码: 4293-4306
Authors:  Wei, Qinglai;  Song, Ruizhuo;  Liao, Zehua;  Li, Benkai;  Lewis, Frank L.
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Optimal control  Performance analysis  Nonlinear systems  Dynamic programming  Heuristic algorithms  Indexes  Adaptive critic designs  adaptive dynamic programming (ADP)  approximate dynamic programming  impulsive control  nonlinear systems  optimal control  
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems 会议论文
, Xiamen, China, 2019-12
Authors:  Liao, Zehua;  Wei, Qinglai;  Song, Ruizhuo
View  |  Adobe PDF(199Kb)  |  Favorite  |  View/Download:316/89  |  Submit date:2020/06/26
Parallel adaptive critic design  Adaptive dynamic programming  Particle swarm optimization  Ice-storage air conditioning  
Adaptive Critic Designs of Optimal Control for Ice Storage Air Conditioning Systems 会议论文
, Siem Reap, Cambodia, 2018-12
Authors:  Liao, Zehua;  Wei, Qinglai
View  |  Adobe PDF(485Kb)  |  Favorite  |  View/Download:308/79  |  Submit date:2020/06/26
Ice storage air conditioning  Adaptive critic design  Adaptive dynamic programming  Neural network  Optimal control  
无权访问的条目 学位论文
Authors:  廖泽华
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