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Model Predictive Control for Vapor Compression Cycle of Refrigeration Process 被引量:1

Model Predictive Control for Vapor Compression Cycle of Refrigeration Process
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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. 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.
出处 《International Journal of Automation and computing》 EI CSCD 2018年第6期707-715,共9页 国际自动化与计算杂志(英文版)
基金 supported by National Natural Science Foundation of China (Nos. 61233004, 61221003, 61374109 and 61473184) National Basic Research Program of China (973 Program)(No. 2013CB035500) partly sponsored by the Higher Education Research Fund for the Doctoral Program of China (No. 20120073130006) National Research Foundation of Singapore (No. NRF2011 NRF-CRP001-090)
关键词 Vapor compression refrigeration cycle model structure structure selection criterion model reduction model predictive control. Vapor compression refrigeration cycle model structure structure selection criterion model reduction model predictive control.
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