Improved state space model predictive fault-tolerant control for injection molding batch processes with partial actuator faults using GA optimization
文献类型：期刊论文
| 作者 | Zhang, Ridong; Zou T(邹涛) ; Wu, Sheng
|
| 刊名 | ISA TRANSACTIONS
 |
| 出版日期 | 2018 |
| 卷号 | 73页码:147-153 |
| ISSN号 | 0019-0578 |
| 关键词 | Model predictive fault-tolerant control Batch processes Genetic algorithm Partial actuator failure |
| 通讯作者 | Zhang, Ridong |
| 产权排序 | 1 |
| 中文摘要 | A novel model predictive fault-tolerant control (MPFTC) strategy adopting genetic algorithm (GA) is proposed for batch processes under the case of disturbances and partial actuator faults. Based on the extended state space model in which the tracking error is contained, there are more degrees of freedom provided for the controller design and better control performance is obtained. In order to enhance the control performance further, the GA is introduced to optimize the relevant weighting matrices in the cost function. The effectiveness of the proposed MPFTC approach is tested on the injection velocity regulation of the injection molding process. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Engineering, Multidisciplinary ; Instruments & Instrumentation |
| 研究领域[WOS] | Automation & Control Systems ; Engineering ; Instruments & Instrumentation |
| 关键词[WOS] | ITERATIVE LEARNING CONTROL ; DIAGNOSIS ; DESIGN ; SYSTEM ; FEEDBACK ; FAILURE |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000427664100014 |
| 源URL | [http://ir.sia.cn/handle/173321/21737]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 作者单位 | 1.Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Key Laboratory of Networked Control Systems, Chinese Academy of Sciences, Shenyang 110016, China 2.The Belt and Road Information Research Institute, School of Automation, Hangzhou Dianzi University, Hangzhou 310018, China 3.Key Laboratory of Advanced Control and Optimization for Chemical Processes, Shanghai 200237, China |
| 推荐引用方式 GB/T 7714 | Zhang, Ridong,Zou T,Wu, Sheng. Improved state space model predictive fault-tolerant control for injection molding batch processes with partial actuator faults using GA optimization[J]. ISA TRANSACTIONS,2018,73:147-153. |
| APA | Zhang, Ridong,Zou T,&Wu, Sheng.(2018).Improved state space model predictive fault-tolerant control for injection molding batch processes with partial actuator faults using GA optimization.ISA TRANSACTIONS,73,147-153. |
| MLA | Zhang, Ridong,et al."Improved state space model predictive fault-tolerant control for injection molding batch processes with partial actuator faults using GA optimization".ISA TRANSACTIONS 73(2018):147-153. |
入库方式： OAI收割
来源：沈阳自动化研究所
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