Title :
Robust fuzzy control with sliding mode property and inherent boundary layer
Author :
Allamehzadeh, Hamid ; Cheung, John Y.
Author_Institution :
Dept. of Electron. Eng., Eastern New Mexico Univ., Portales, NM, USA
Abstract :
A new sliding mode fuzzy controller (SMFC) with smooth control law is proposed for a class of nonlinear system with a known linear model. The concept of variable structure system with sliding mode is employed to derive a set of rules for a robust fuzzy controller. The proposed controller preserves the most fundamental property of conventional sliding mode control (SMC) that is robustness, invariance to parameters variations, and model uncertainties. However, unlike the conventional sliding mode control, SMFC eliminates the chattering problem through the concept input-output mapping factor and behave like a linear controller in the neighborhood of its sliding manifold. To illustrate the performance of SFMC, we applied it to the inverted pendulum problem on a cart. Simulation studies were conducted on stabilizing the inverted pendulum to its upright position from various initial conditions in the presence of external disturbances, model uncertainties, and parameters variation.
Keywords :
fuzzy control; invariance; linear systems; nonlinear control systems; robust control; variable structure systems; chattering problem; external disturbance; inherent boundary layer; input-output mapping factor; invariance; inverted pendulum problem; linear controller; linear model; model uncertainty; nonlinear system; robust fuzzy control; robustness; sliding mode control; sliding mode fuzzy controller; sliding mode property; smooth control law; variable structure system; Control systems; Fuzzy control; Fuzzy sets; Fuzzy systems; Nonlinear control systems; Nonlinear systems; Robust control; Sliding mode control; Uncertainty; Variable structure systems;
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
Print_ISBN :
0-7803-7896-2
DOI :
10.1109/ACC.2003.1240500