Adaptive Critic Designs of Optimal Control for Ice Storage Air Conditioning Systems

	Adaptive Critic Designs of Optimal Control for Ice Storage Air Conditioning Systems
	Liao, Zehua; Wei, Qinglai
	2018-12
会议名称	25th International Conference on Neural Information Processing (ICONIP 2018)
会议日期	2018-12
会议地点	Siem Reap, Cambodia
摘要	In this paper, the optimal control scheme for ice storage air conditioning system is solved via an adaptive critic design method. Adaptive critic design is also called adaptive dynamic programming (ADP). First, the operation of the air conditioning system is analyzed. Next, adaptive critic method is designed to realize the optimal control for the air conditioning system. Numerical results show that using the databased ADP optimal control method can reduce the operation costs.
关键词	Ice storage air conditioning Adaptive critic design Adaptive dynamic programming Neural network Optimal control
收录类别	EI
语种	英语
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/39594
专题	多模态人工智能系统全国重点实验室_复杂系统智能机理与平行控制团队
通讯作者	Wei, Qinglai
作者单位	Institute of Automation, Chinese Academy of Sciences, Beijing, China
第一作者单位	中国科学院自动化研究所
通讯作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Liao, Zehua,Wei, Qinglai. Adaptive Critic Designs of Optimal Control for Ice Storage Air Conditioning Systems[C],2018.