DocumentCode :
226670
Title :
Fuzzy disturbance observer for a class of polynomial fuzzy control systems
Author :
Hugang Han ; Higaki, Yuta ; Lam, H.K.
Author_Institution :
Fac. of Manage. & Inf. Syst., Prefectural Univ. of Hiroshima, Hiroshima, Japan
fYear :
2014
fDate :
6-11 July 2014
Firstpage :
2306
Lastpage :
2312
Abstract :
Disturbance observer-based control provides a promising approach to handle system disturbance and improve robustness. In this paper, a new fuzzy disturbance observer (FDO) is proposed into the SOS-based approach, where the polynomial fuzzy model is used to develop the system controller. Compared with other works published so far, the FDO mainly features two things: 1) the estimation error between the FDO and disturbance shrinks asymptotically to zero if the disturbance has a constant steady-state value; 2) parameters involved in the FDO is adjusted on the basis of the polynomial fuzzy model which is basically nonlinear. Finally, computer simulations are provided to illustrate the effectiveness of the proposed approach.
Keywords :
fuzzy control; fuzzy set theory; observers; polynomials; FDO; SOS-based approach; computer simulations; constant steady-state value; disturbance observer-based control; estimation error; fuzzy disturbance observer; polynomial fuzzy control systems; polynomial fuzzy model; Asymptotic stability; Control systems; Mathematical model; Observers; Polynomials; Stability analysis; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
Type :
conf
DOI :
10.1109/FUZZ-IEEE.2014.6891659
Filename :
6891659
Link To Document :
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