DocumentCode :
35457
Title :
Analysis of the Fuzzy Controllability Property and Stabilization for a Class of T–S Fuzzy Models
Author :
Meda-Campana, Jesus Alberto ; Rodriguez-Valdez, Jorge ; Hernandez-Cortes, Tonatiuh ; Tapia-Herrera, Ricardo ; Nosov, Valeriy
Author_Institution :
Campus Zacatenco, Dept. of Mech. Eng., Inst. Politec. Nac., Mexico City, Mexico
Volume :
23
Issue :
2
fYear :
2015
fDate :
Apr-15
Firstpage :
291
Lastpage :
301
Abstract :
In this paper, the controllability property for a class of Takagi-Sugeno (T-S) fuzzy models is analyzed, while a fully nonlinear stabilizer is designed in a practical way. It is shown that global fuzzy stabilizers can be constructed in a nonconservative way by means of a relatively simple approach. The existence of such controllers depends on the fuzzy controllability conditions, which are derived in a straightforward way. The main advantage of the proposed approach is that the convergence of the closed-loop system can be imposed arbitrarily. Some examples are given in order to illustrate the validity of the method. Finally, the proposed controller is applied on an underactuated system known as “pendubot” and the results are compared with an stabilizer designed on the basis of LMIs.
Keywords :
closed loop systems; controllability; fuzzy control; fuzzy set theory; linear matrix inequalities; nonlinear control systems; stability; LMI; T-S fuzzy model; Takagi-Sugeno fuzzy model; closed-loop system; fuzzy controllability; global fuzzy stabilizer; nonlinear stabilizer; pendubot; stabilization; Analytical models; Controllability; Eigenvalues and eigenfunctions; Fuzzy systems; Mathematical model; Nonlinear systems; Time-varying systems; Fuzzy Ackermann’s formula; Takagi–Sugeno (T–S) fuzzy models; fuzzy controllability; fuzzy stability;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2014.2312025
Filename :
6767055
Link To Document :
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