DocumentCode :
436154
Title :
Fuzzy model usage and readability in identification for control
Author :
Sala, A. ; Diez, J.L. ; Navarro, J.L. ; Albertos, P.
Author_Institution :
Departamento de Ingenieria de Sistemas y Automatica, Universidad Politecnica de Valencia, Camino de Vera, 14: 46022 Valencia
Volume :
16
fYear :
2004
fDate :
June 28 2004-July 1 2004
Firstpage :
113
Lastpage :
118
Abstract :
Fuzzy modelling has interpretability of the obtained models is a fundamental goal. The ??local model?? paradigm has gained widespread acceptance, in particular the local linear models. mainly in the form of Takagi-Surgeon fuzzy systems. This paper discusses some issues regarding readability of the obtained model and points out the limitations in applicability of home control design techniques based on them, even if ensuring ??global stability?? from a theoretical point of view.
Keywords :
Artificial intelligence; Control design; Fuzzy control; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Neural networks; Nonlinear dynamical systems; Stability; Takagi-Sugeno model; LMI control; fuzzy clustering; fuzzy systems identification; local model control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Congress, 2004. Proceedings. World
Conference_Location :
Seville
Print_ISBN :
1-889335-21-5
Type :
conf
Filename :
1438641
Link To Document :
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