DocumentCode :
2300637
Title :
Robust smooth sliding type-2 interval fuzzy control for uncertain system
Author :
Manceur, Malik ; Essounbouli, Najib ; Hamzaoui, Abdelaziz
Author_Institution :
CReSTIC, Reims Univ., Troyes, France
fYear :
2010
fDate :
18-23 July 2010
Firstpage :
1
Lastpage :
8
Abstract :
A new second order sliding modes type-2 fuzzy controller for nonlinear uncertain perturbed systems is developed in this paper. To overcome the constraint on the knowledge of the system model, local models related to some operating points were used to synthesize a type-2 nominal fuzzy global model. For sliding modes, two adaptive fuzzy type-2 systems have been introduced to generate the two super twisting signals to avoid both the chattering and the constraint on the knowledge of upper bounds disturbances and uncertainties. These adaptive fuzzy type-2 systems are adjusted on-line by two adaptation laws deduced from the stability analysis in Lyapunov sense. Many simulation results for a robot arm actuated by a DC motor are given to illustrate the good tracking performances and the smooth signal control obtained by the proposed approach.
Keywords :
Lyapunov methods; adaptive systems; fuzzy control; nonlinear control systems; perturbation techniques; robust control; uncertain systems; variable structure systems; DC motor; Lyapunov analysis; adaptive fuzzy system; nonlinear systems; perturbed system; robot arm; robust control; smooth sliding mode control; stability analysis; type-2 fuzzy control; uncertain system; Adaptation model; Adaptive systems; Fuzzy systems; Mathematical model; Sliding mode control; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems (FUZZ), 2010 IEEE International Conference on
Conference_Location :
Barcelona
ISSN :
1098-7584
Print_ISBN :
978-1-4244-6919-2
Type :
conf
DOI :
10.1109/FUZZY.2010.5583936
Filename :
5583936
Link To Document :
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