PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process

doi:10.1007/s11633-016-0973-7

CASIA OpenIR > 学术期刊 > Machine Intelligence Research

	PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process
	Shu-Zhi Gao 1; Xiao-Feng Wu 1; Liang-Liang Luan 1; Jie-Sheng Wang 2; Gui-Cheng Wang 1
发表期刊	International Journal of Automation and Computing
ISSN	1476-8186
	2018
卷号	15 期号:4 页码:482-491
摘要	Polyvinyl chloride (PVC) polymerizing process is a typical complicated industrial process with the characteristics of large inertia, big time delay and nonlinearity. Firstly, for the general nonlinear and discrete time system, a design scheme of model-free adaptive (MFA) controller is given. Then, particle swarm optimization (PSO) algorithm is applied to optimizing and setting the key parameters for controller tuning. After that, the MFA controller is used to control the system of polymerizing temperature. Finally, simulation results are given to show that the MAC strategy based on PSO obtains a good controlling performance index.
关键词	Polyvinyl chloride (PVC) polymerization temperature model-free adaptive control particle swarm optimization (PSO) algorithm.
DOI	10.1007/s11633-016-0973-7
引用统计	被引频次：13[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/173211/42426
专题	学术期刊_Machine Intelligence Research
作者单位	1.School of Electronic and Information Engineering, Shenyang University of Chemical Technology, Shenyang 110142, China 2.University of Science and Technology Liaoning, National Financial Security and System Equipment Engineering Research Center, Anshan 114044, China
推荐引用方式 GB/T 7714	Shu-Zhi Gao,Xiao-Feng Wu,Liang-Liang Luan,et al. PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process[J]. International Journal of Automation and Computing,2018,15(4):482-491.
APA	Shu-Zhi Gao,Xiao-Feng Wu,Liang-Liang Luan,Jie-Sheng Wang,&Gui-Cheng Wang.(2018).PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process.International Journal of Automation and Computing,15(4),482-491.
MLA	Shu-Zhi Gao,et al."PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process".International Journal of Automation and Computing 15.4(2018):482-491.

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