DocumentCode :
169566
Title :
Adaptive fuzzy sliding mode control for the two-link robot
Author :
Naoual, Rachid ; Mellouli, El Mehdi ; Boumhidi, Ismail
Author_Institution :
Fac. of Sci. Dhar El Mehraz, Dept. of Phys., LESSI, Univ. Sidi Mohamed Ben Abdellah, Atlas, Morocco
fYear :
2014
fDate :
7-8 May 2014
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents a combined fuzzy logic with the sliding mode to design a robust controller for the two-link robot system. The fuzzy sliding mode controller is used to solve the nonlinear dynamic systems, uncertainties and external disturbances. The proposed strategy uses the adaptive fuzzy system Takagi-Sugeno (T-S) to approximate the sliding function control gain and the unknown dynamics of the considered system. The projection of the parameters is used to ensure that the auxiliary gain of the sliding mode control (SMC) is small. The proposed control law is composed of two terms, a nominal one and an auxiliary term which is introduced in order to attenuate the external disturbances and to remove the fuzzy approximation modeling error. The robust stability of the closed loop system is analyzed via Lyapunov approach. The simulation results show a satisfying performance of the proposed control strategy.
Keywords :
Lyapunov methods; adaptive control; approximation theory; closed loop systems; control system synthesis; fuzzy control; manipulators; nonlinear dynamical systems; robust control; variable structure systems; Lyapunov approach; Takagi-Sugeno method; adaptive fuzzy sliding mode control; adaptive fuzzy system; closed loop system; external disturbances; fuzzy approximation modeling error; nonlinear dynamic systems; robust controller; robust stability; sliding function control gain; two-link robot system; Adaptation models; Analytical models; Robots; Silicon; Fuzzy logic; Nonlinear systems; Sliding mode control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems: Theories and Applications (SITA-14), 2014 9th International Conference on
Conference_Location :
Rabat
Print_ISBN :
978-1-4799-3566-6
Type :
conf
DOI :
10.1109/SITA.2014.6847302
Filename :
6847302
Link To Document :
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