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CASIA OpenIR
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A Data-Driven Iterative Learning Approach for Optimizing the Train Control Strategy 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 7, 页码: 7885-7893
作者:  Su, Shuai;  Zhu, Qingyang;  Liu, Junqing;  Tang, Tao;  Wei, Qinglai;  Cao, Yuan
收藏  |  浏览/下载：98/0  |  提交时间：2023/11/17
Deep reinforcement learning (RL)  driving strategy  energy-efficient train control (EETC)  soft actorcritic (SAC)  
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
作者:  Liao ZH(廖泽华);  Wei, Qinglai;  Li, Hongyang
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：158/71  |  提交时间：2023/06/06
Data-driven adaptive-critic optimal output regulation towards water level control of boiler-turbine systems 期刊论文
Expert Systems with Applications, 2022, 页码: 117883
作者:  Wei Qinglai;  Wang Xin;  Liu Yu;  Xiong Gang
Adobe PDF(2135Kb)  |  收藏  |  浏览/下载：147/52  |  提交时间：2023/05/23
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
作者:  Wei, Qinglai;  Liao, Zehua;  Shi, Guang
Adobe PDF(1229Kb)  |  收藏  |  浏览/下载：259/33  |  提交时间：2021/11/02
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
作者:  Wei, Qinglai;  Liao, Zehua;  Song, Ruizhuo;  Zhang, Pinjia;  Wang, Zhuo;  Xiao, Jun
Adobe PDF(3395Kb)  |  收藏  |  浏览/下载：375/39  |  提交时间：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  
Parallel Adaptive Critic Designs of Optimal Control for Ice-Storage Air Conditioning Systems 会议论文
, Xiamen, China, 2019-12
作者:  Liao, Zehua;  Wei, Qinglai;  Song, Ruizhuo
Adobe PDF(199Kb)  |  收藏  |  浏览/下载：284/78  |  提交时间：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
作者:  Liao, Zehua;  Wei, Qinglai
浏览  |  Adobe PDF(485Kb)  |  收藏  |  浏览/下载：269/63  |  提交时间：2020/06/26
Ice storage air conditioning  Adaptive critic design  Adaptive dynamic programming  Neural network  Optimal control  
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
作者:  Liu DR(刘德荣);  Xu YC(徐延才);  Wei QL(魏庆来);  Xinliang Liu
浏览  |  Adobe PDF(2171Kb)  |  收藏  |  浏览/下载：601/204  |  提交时间：2018/01/18
Action Dependent Heuristic Dynamic Programming  Adaptive Dynamic Programming  Control Strategy  Residential Energy Management  Smart Grid  
Adaptive dynamic programming for residential energy scheduling with solar energy 会议论文
, Guilin, China, 12-15 June 2016
作者:  Xu YC(徐延才);  Liu DR(刘德荣);  Wei QL(魏庆来);  Luo B(罗彪);  Yancai Xu
浏览  |  Adobe PDF(519Kb)  |  收藏  |  浏览/下载：311/99  |  提交时间：2018/01/18
An adaptive dynamic programming based method for optimization of electricity consumption in office buildings 会议论文
, Vancouver, Canada, Jul. 23–29, 2016
作者:  Shi, Guang;  Wei, Qinglai;  Liu, Derong
浏览  |  Adobe PDF(215Kb)  |  收藏  |  浏览/下载：252/70  |  提交时间：2017/05/25