Model Predictive Control for Vapor Compression Cycle of Refrigeration Process

doi:10.1007/s11633-015-0942-6

CASIA OpenIR > 学术期刊 > Machine Intelligence Research

	Model Predictive Control for Vapor Compression Cycle of Refrigeration Process
	Xiao-Hong Yin; Shao-Yuan Li
发表期刊	International Journal of Automation and Computing
ISSN	1476-8186
	2018
卷号	15 期号:6 页码:707-715
摘要	A model predictive controller based on a novel structure selection criterion for the vapor compression cycle (VCC) of refrigeration process is proposed in this paper. Firstly, those system variables are analyzed which exert significant influences on the system performance. Then the structure selection criterion, a trade-off between computation complexity and model performance, is applied to different model structures, and the results are utilized to determine the optimized model structure for controller design. The controller based on multivariable model predictive control (MPC) strategy is designed, and the optimization problem for the reduced order models is formulated as a constrained minimization problem. The effectiveness of the proposed MPC controller is verified on the experimental rig.
关键词	Vapor compression refrigeration cycle model structure structure selection criterion model reduction model predictive control.
DOI	10.1007/s11633-015-0942-6
引用统计	被引频次：4[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/42445
专题	学术期刊_Machine Intelligence Research
作者单位	Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai 200240, China
推荐引用方式 GB/T 7714	Xiao-Hong Yin,Shao-Yuan Li. Model Predictive Control for Vapor Compression Cycle of Refrigeration Process[J]. International Journal of Automation and Computing,2018,15(6):707-715.
APA	Xiao-Hong Yin,&Shao-Yuan Li.(2018).Model Predictive Control for Vapor Compression Cycle of Refrigeration Process.International Journal of Automation and Computing,15(6),707-715.
MLA	Xiao-Hong Yin,et al."Model Predictive Control for Vapor Compression Cycle of Refrigeration Process".International Journal of Automation and Computing 15.6(2018):707-715.

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