Title :
Sliding mode control of lorenz chaotic system on a moving fuzzy surface
Author :
Fateh, Mohammad Mehdi ; Alfi, Alireza ; Moradi, Majid ; Modarres, Hamidreza
Author_Institution :
Fac. of Electr. & Robotic Eng., Shahrood Univ. of Technol., Shahrood, Iran
Abstract :
This paper presents a novel fuzzy sliding mode approach to control Lorenz chaotic system without chattering problem. A boundary layer and a moving fuzzy surface with an algorithm to remove chattering are used in the proposed control law. Two folds present advantages of the proposed approach: 1) it has a flexibility to define the control law without cancelling useful nonlinearities; 2) the system performance is robust against parametric uncertainties. Consequently, the goals of stabilization of chaotic motion and tracking a reference signal are achieved without chattering. Theoretical analysis and numerical simulations illustrate the effectiveness of the proposed control approach. Moreover, the proposed method is superior to backstepping method in overcoming parametric uncertainties with less control effort.
Keywords :
chaos; fuzzy control; nonlinear control systems; signal processing; variable structure systems; Lorenz chaotic system; backstepping method; chaotic motion; fuzzy sliding mode control; parametric uncertainties; reference signal; Chaos; Control nonlinearities; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Robust control; Sliding mode control; System performance; Uncertainty; Backstepping control; Fuzzy Surface; Lorenz system; Sliding mode control;
Conference_Titel :
EUROCON 2009, EUROCON '09. IEEE
Conference_Location :
St.-Petersburg
Print_ISBN :
978-1-4244-3860-0
Electronic_ISBN :
978-1-4244-3861-7
DOI :
10.1109/EURCON.2009.5167751