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Two-level tuning of fuzzy PID controllers
Mann, GKI; Hu, BG; Gosine, RG
2001-04-01
发表期刊IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
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
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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
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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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