Title :
Higher order sliding fuzzy type-2 interval control for SISO uncertain nonlinear systems
Author :
Manceur, Malik ; Essounbouli, Najib ; Hamzaoui, Abdelaziz
Author_Institution :
CReSTIC, Univ. of Champagne-Ardenne, Troyes, France
Abstract :
A higher order sliding fuzzy type-2 controller scheme for nonlinear uncertain perturbed systems is proposed in the paper. To overcome the constraint on the knowledge of the system model, local models related to some operating points were used to synthesize a nominal fuzzy type-2 global model. The controller uses integral sliding mode concept and contains two parts. The first one leads to achieve finite time stabilization of the higher order input output dynamics without uncertainties. The second part has the object to reject bounded uncertainties throughout the entire response of the system. 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 of both disturbances and uncertainties. These fuzzy type-2 systems are adjusted on-line by adaptation laws deduced from the stability analysis in Lyapunov sens. The advantages of the method are that its implementation is easy, the convergence time is chosen in advance and the robustness is ensured. A robot arm actuated by a DC motor is used as illustrative example. The obtained results show the good tracking performances and the applicability of the method.
Keywords :
Lyapunov methods; adaptive control; control system synthesis; fuzzy control; nonlinear control systems; perturbation techniques; uncertain systems; variable structure systems; DC motor; Lyapunov method; SISO uncertain nonlinear systems; adaptive fuzzy type-2 systems; finite time stabilization; higher order sliding fuzzy type-2 interval control; integral sliding mode concept; nonlinear uncertain perturbed systems; robot arm; stability analysis; super twisting signals; Adaptive systems; Fuzzy logic; Fuzzy systems; Manifolds; Sliding mode control; Trajectory; Uncertainty; Higher order sliding mode control; T-S fuzzy systems; fuzzy type-2 sets; integral sliding mode control;
Conference_Titel :
Fuzzy Systems (FUZZ), 2011 IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7315-1
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2011.6007664