PSO Optimal Control of Model-free Adaptive Control for PVC Polymerization Process
文献类型：期刊论文
| 作者 | Shu-Zhi Gao2; Xiao-Feng Wu2; Liang-Liang Luan2; Jie-Sheng Wang1; Gui-Cheng Wang2 |
| 刊名 | International Journal of Automation and Computing
 |
| 出版日期 | 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. |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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