Title :
MIMO second order sliding mode fuzzy type-2 control
Author :
Manceur, Malik ; Essounbouli, Najib ; Hamzaoui, A.
Author_Institution :
CReSTIC - URCA, IUT de Troyes, Troyes, France
Abstract :
This paper deals with the synthesis of a second order sliding mode type-2 fuzzy controller for an nth order multi input multi output (MIMO) nonlinear systems suffering from model uncertainties and subjected to external perturbation. 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 model. For sliding modes, adaptive fuzzy type-2 systems have been introduced to generate the 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 adaptation laws deduced from the stability analysis in Lyapunov sense. Many simulation results for two link robot manipulator are given to illustrate the good tracking performances, the robustness of the closed loop system and smooth signal control obtained by the proposed approach.
Keywords :
Lyapunov methods; MIMO systems; adaptive control; closed loop systems; control system synthesis; fuzzy control; fuzzy systems; manipulators; nonlinear control systems; perturbation techniques; variable structure systems; Lyapunov method; MIMO system; adaptive fuzzy type- 2 system; closed loop system; controller synthesis; fuzzy type-2 control; model uncertainties; multiinput multioutput nonlinear system; second order sliding mode control; stability analysis; two link manipulator; type-2 nominal fuzzy model; Adaptation model; Artificial neural networks; MIMO; Robustness; Tin; Variable speed drives; Fuzzy logic type-2; Lyapunov stability; MIMO modelling; Nonlinear uncertain system; Robot manipulator; Robust adaptive control; T-S fuzzy system; Two order sliding mode;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642289