Staircase membership functions-based Hcontrol of discrete T-S fuzzy control systems

	Staircase membership functions-based Hcontrol of discrete T-S fuzzy control systems
	Cao, K.-R.; X.-J. Ban; X.-L. Huang and X.-N. Jiang
	2015
发表期刊	Dianji yu Kongzhi Xuebao/Electric Machines and Control
卷号	19 期号:12 页码:107-113
摘要	A staircase membership functions-based Hcontrol method was proposed for discrete T-S fuzzy control systems. In order to increase the flexibility of controller design, a fuzzy Lyapunov function was implemented as the candidate of Lyapunov function. And the non-parallel distributed compensation controller was used to close the control loop. Furthermore, staircase membership functions were used to approximate the membership functions of discrete T-S fuzzy model. Due to the discreteness and finiteness of the values of staircase membership functions, the fuzzy matrix inequalities which describe the stability and performance of the closed-loop system can be converted to some linear matrix inequalities. Since the information of membership functions was introduced into the controller design, the conservative of the controller design was reduced. Compared with traditional Hcontrol methods, the presented method could design a fuzzy controller with lower Hindex. A numerical simulation example was given to show the effectiveness of the proposed method. Keywords: discrete T-S fuzzy models; fuzzy Lyapunov functions; non-parallel distributed compensation; staircase membership 2015, Editorial Department of Electric Machines and Control. All right reserved.
文章类型	期刊论文
收录类别	EI
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/55968
专题	中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Cao, K.-R.,X.-J. Ban,X.-L. Huang and X.-N. Jiang. Staircase membership functions-based Hcontrol of discrete T-S fuzzy control systems[J]. Dianji yu Kongzhi Xuebao/Electric Machines and Control,2015,19(12):107-113.
APA	Cao, K.-R.,X.-J. Ban,&X.-L. Huang and X.-N. Jiang.(2015).Staircase membership functions-based Hcontrol of discrete T-S fuzzy control systems.Dianji yu Kongzhi Xuebao/Electric Machines and Control,19(12),107-113.
MLA	Cao, K.-R.,et al."Staircase membership functions-based Hcontrol of discrete T-S fuzzy control systems".Dianji yu Kongzhi Xuebao/Electric Machines and Control 19.12(2015):107-113.

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基于阶梯隶属度函数的离散T-S模糊系统H（374KB）	期刊论文	作者接受稿	开放获取	CC BY-NC-SA	浏览请求全文