DocumentCode :
718052
Title :
Controller design with constraint on control input and output for T-S fuzzy systems with nonlinear local model
Author :
Koopaee, Mohammad Ali Javaheri ; Majd, Vahid Johari
Author_Institution :
Electr. & Comput. Eng, Tarbiat Modares Univ., Tehran, Iran
fYear :
2015
fDate :
10-14 May 2015
Firstpage :
876
Lastpage :
881
Abstract :
In this paper, a recently proposed fuzzy controller with nonlinear local models is extended to consider the constraint control input and output. Unlike the well-known Takagi-Sugeno fuzzy systems this model consists of sector bounded nonlinear terms in consequent part of each rules which decrease the number of needed rules for representing the nonlinear system. As a direct result of this reduction, a fuzzy controller with less computational burden can be designed. The control input and the output constraint criteria for such a system are obtained in terms of LMIs and the effectiveness of the controller is investigated for an inverted pendulum.
Keywords :
control system synthesis; fuzzy control; linear matrix inequalities; nonlinear control systems; pendulums; LMIs; T-S fuzzy systems; Takagi-Sugeno fuzzy systems; control input constraint criteria; control output constraint criteria; controller design; inverted pendulum; nonlinear local model; sector bounded nonlinear terms; Conferences; Decision support systems; Electrical engineering; Constraint on control input; Fuzzy controller; Linear matrix inequality; Nonlinear local model; Sector bounded non-linearity; T-S fuzzy models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering (ICEE), 2015 23rd Iranian Conference on
Conference_Location :
Tehran
Print_ISBN :
978-1-4799-1971-0
Type :
conf
DOI :
10.1109/IranianCEE.2015.7146335
Filename :
7146335
Link To Document :
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