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《Control Theory & Applications》 2006-06
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MAS-based distributed decoupling control for the pressure of gas collectors of coke ovens

QIN Bin~(1,2) WU Min~2 WANG Xin~(1,2) YANG Cun-hua~2 (1.School of Electrical Engineering,Hunan University of Technology,Zhuzhou Hunan 412008,China 2.School of Information Science & Engineering,Central South University,Changsha Hunan 410083,China)  
For the multi-variable nonlinear coupled system such as the pressure of gas collectors of coke ovens,a scheme of intelligent coordinated control system is proposed based on multi-agent system.Firstly,the structures of hierarchical organization and evolution mechanism of agents in system are presented.In control agent,the T-S (Takagi-Sugeno) type recurrent fuzzy network (TSRFN) is employed to set up the distributed model of the plant,and the distributed intelligent coordinated decoupling control algorithm is adopted to realize the decoupling control.The supervised learning combines with reinforcement learning.The agents in system are then optimized coordinately by using the genetic co-evolution algorithm.The system can switch to different mode using the state-change of agents in order to operate in rapid time- varying environments.Finally,the real-world application shows that the proposed control strategy successfully solved the complex process control problem such as the pressure of gas collectors of coke ovens.
【Fund】: 国家杰出青年科学基金(60425310);; 教育部青年教师奖励计划资助项目(教人[2002]5号);; 湖南教育厅资助项目(04C718).
【CateGory Index】: TP273
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 QIN Bin~(1,2),WU Min~1,WANG Xin~(1,2),YANG Cun-hua~1 ~1(School of Information Science & Engineering,Central South University,Changsha 410083,China) ~2(Department of Electrical Engineering of Zhuzhou Institute of Technology,Zhuzhou 412008,China);Development and Application of Distributed Integrated Intelligent Control System Based on Multi-Agent System[J];Journal of Chinese Computer Systems;2006-07
【Co-citations】
Chinese Journal Full-text Database 1 Hits
1 Huang Jianmin Wang Weizhi;Traffic Control Based on Data Fusion[J];Process Automation Instrumentation;2009-05
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 QIN Bin1,LUO Zhi2,LIU Xiang yu2, GONG Tao2,WANG Xin1(1.Electrical Engineering Department of Zhuzhou Institute of Technology, Zhuzhou 412008,China;2.Xiangtan Iron and Steel Group Co Ltd);A control system based on a fuzzy neural network for the collection pressure of coke oven[J];Metallurgical Industry Automation;2002-02
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