DocumentCode :
2296693
Title :
Optimization Target Resetting Distributed Model Predictive Control for accelerated cooling process
Author :
Yi Zheng ; Shaoyuan Li ; Xiaobo Wang
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
fYear :
2012
fDate :
6-8 July 2012
Firstpage :
2764
Lastpage :
2769
Abstract :
In accelerated cooling (ACC) processes-large scale systems, since the starting temperature varies along plate, the cooling curves of plate-points are different to each other for obtaining the uniform characteristic of the whole plate. To satisfy the complicated control targets--the various cooling curves, and real-time control requirement, a novel method called Optimization Target Resetting based Distributed Model Predictive Control (OTR-DMPC) is proposed. The whole system is divided into many subsystems, and each subsystem is controlled by a local Model Predictive Control (MPC) to decrease the computation cost. The neighborhood optimization is used to coordinate subsystem-based MPC to guarantee the global performance. Meanwhile, the optimization target of each subsystem-based MPC is recalculated in each control period according to the current starting temperature. The experimental results show the efficiency of the proposed method.
Keywords :
cooling; large-scale systems; optimisation; plates (structures); predictive control; temperature control; ACC process; OTR-DMPC; accelerated cooling process; computation cost; cooling curve; global performance; large scale system; optimization target resetting based distributed model predictive control; plate-points; real-time control requirement; subsystem-based MPC; temperature; Cooling; Optimal control; Optimization; Process control; Temperature; Temperature measurement; Accelerated cooling; Distributed Model Predictive Control; Laminar cooling; Model Predictive Control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2012 10th World Congress on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-1397-1
Type :
conf
DOI :
10.1109/WCICA.2012.6358341
Filename :
6358341
Link To Document :
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