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

doi:10.1007/s11633-016-0973-7

CORC > 自动化研究所 > 中国科学院自动化研究所 > 学术期刊 > International Journal of Automation and Computing

	PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process
	Shu-Zhi Gao 2; Xiao-Feng Wu 2; Liang-Liang Luan 2; Jie-Sheng Wang 1; Gui-Cheng Wang 2
刊名	International Journal of Automation and Computing
	2018
卷号	15 期号:4 页码:482-491
关键词	Polyvinyl chloride (PVC) polymerization temperature model-free adaptive control particle swarm optimization (PSO) algorithm.
ISSN号	1476-8186
DOI	10.1007/s11633-016-0973-7
英文摘要	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.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/42426]
专题	自动化研究所_学术期刊_International Journal of Automation and Computing
作者单位	1.University of Science and Technology Liaoning, National Financial Security and System Equipment Engineering Research Center, Anshan 114044, China 2.School of Electronic and Information Engineering, Shenyang University of Chemical Technology, Shenyang 110142, 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.