Two-level tuning of fuzzy PID controllers

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	Two-level tuning of fuzzy PID controllers
	Mann, GKI ; Hu, BG; Gosine, RG
发表期刊	IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
	2001-04-01
卷号	31 期号:2 页码:263-269
文章类型	Article
摘要	Fuzzy PID tuning requires two stages of tuning; low level tuning followed by high level tuning. At the higher level, a nonlinear tuning is performed to determine the nonlinear characteristics of the fuzzy output. At the lower level, a linear tuning is performed to determine the linear characteristics of the fuzzy output for achieving overall performance of fuzzy control. First, different fuzzy systems are defined and then simplified for two-point control. Non-linearity tuning diagrams are constructed for fuzzy systems in order to perform high level tuning. The linear tuning parameters are deduced from the conventional PID tuning knowledge. Using the tuning diagrams, high level tuning heuristics are developed, Finally, different applications are demonstrated to show the validity of the proposed tuning method.
关键词	Fuzzy Logic Control
WOS标题词	Science & Technology ; Technology
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence ; Computer Science, Cybernetics
WOS记录号	WOS:000167890400011
引用统计	被引频次：59[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9812
专题	09年以前成果
作者单位	1.Mem Univ Newfoundland, C CORE, St Johns, NF A1B 3X5, Canada 2.Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China 3.Mem Univ Newfoundland, Dept Engn & Appl Sci, St Johns, NF A1B 3X5, Canada
推荐引用方式 GB/T 7714	Mann, GKI,Hu, BG,Gosine, RG. Two-level tuning of fuzzy PID controllers[J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,2001,31(2):263-269.
APA	Mann, GKI,Hu, BG,&Gosine, RG.(2001).Two-level tuning of fuzzy PID controllers.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS,31(2),263-269.
MLA	Mann, GKI,et al."Two-level tuning of fuzzy PID controllers".IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS 31.2(2001):263-269.

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