QQ客服 官方微博 反馈留言

	Predictive Control Based on Fuzzy Supervisor for PWARX Hybrid Model
	Olfa Yahya; Zeineb Lassoued; Kamel Abderrahim
刊名	International Journal of Automation and Computing
	2019
卷号	16期号:5页码:683-695
关键词	Nonlinear control hybrid systems mixed logical dynamic (MLD) model predictive control fuzzy supervisor.
ISSN号	1476-8186
DOI	10.1007/s11633-018-1148-5
英文摘要	In this paper, the problem of hybrid model predictive control (HMPC) strategy based on fuzzy supervisor for piecewise autoregressive with exogenous input (PWARX) models is addressed. We first represent the nonlinear behavior of the system with a PWARX model. Then, we transform the obtained PWARX model into a mixed logical dynamic (MLD) model in order to apply the proposed predictive control which is able to stabilize such systems along desired reference trajectories while satisfying operating constraints. Finally, we propose to introduce a fuzzy supervisor allowing the readjustment of the HMPC tuning parameters in order to maintain the desired performance. Simulation and experimental results are presented to illustrate the effectiveness of the proposed approach.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/42367]
专题	自动化研究所_学术期刊_International Journal of Automation and Computing
作者单位	Numerical Control of Industrial Processes, National Engineering School of Gabes, University of Gabes, Gabes 6029, Tunisia
推荐引用方式 GB/T 7714	Olfa Yahya,Zeineb Lassoued,Kamel Abderrahim. Predictive Control Based on Fuzzy Supervisor for PWARX Hybrid Model[J]. International Journal of Automation and Computing,2019,16(5):683-695.
APA	Olfa Yahya,Zeineb Lassoued,&Kamel Abderrahim.(2019).Predictive Control Based on Fuzzy Supervisor for PWARX Hybrid Model.International Journal of Automation and Computing,16(5),683-695.
MLA	Olfa Yahya,et al."Predictive Control Based on Fuzzy Supervisor for PWARX Hybrid Model".International Journal of Automation and Computing 16.5(2019):683-695.

个性服务

查看访问统计

相关权益政策

暂无数据

收藏/分享

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。