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	Structure analysis and system design for a class of Mamdani fuzzy controllers
	Du, Xinyu ; Zhang, Naiyao ; Ying, Hao
	2010-05-06 ; 2010-05-06
关键词	fuzzy control analysis design local stability bounded-input bounded-output stability controller structure PID CONTROLLERS MEMBERSHIP FUNCTIONS STABILITY ANALYSIS LOGIC CONTROLLER OUTPUT Computer Science, Theory & Methods Ergonomics
中文摘要	Analytical analysis of the structure of fuzzy controllers is important as it provides insightful information and makes it possible to eliminate or reduce the trial-and-error effort in system design. Most results available in the literature only deal with the fuzzy controllers using up to three input variables (i.e. PI, PD, or PID type with the input space being three dimensional at most). In this paper, we study a class of Mamdani fuzzy controllers whose input space can be arbitrary dimension. We derived mathematically the input-output relation for these fuzzy controllers. We also investigated the bounded-input bounded-output global stability as well as local stability of the fuzzy control systems. Based on the explicit input-output relation and the local stability property, a procedure for designing the fuzzy controllers regulating (nonlinear) plants is proposed. Its effectiveness is demonstrated by a numerical example with computer simulations.
语种	英语 ; 英语
出版者	TAYLOR & FRANCIS LTD ; ABINGDON ; 4 PARK SQUARE, MILTON PARK, ABINGDON OX14 4RN, OXON, ENGLAND
内容类型	期刊论文
源URL	[http://hdl.handle.net/123456789/9128]
专题	清华大学
推荐引用方式 GB/T 7714	Du, Xinyu,Zhang, Naiyao,Ying, Hao. Structure analysis and system design for a class of Mamdani fuzzy controllers[J],2010, 2010.
APA	Du, Xinyu,Zhang, Naiyao,&Ying, Hao.(2010).Structure analysis and system design for a class of Mamdani fuzzy controllers..
MLA	Du, Xinyu,et al."Structure analysis and system design for a class of Mamdani fuzzy controllers".(2010).

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