Title :
Chattering-free sliding mode fuzzy control with continuous inherent boundary layer
Author :
Allamehzadeh, Hamid ; Cheung, John Y.
Author_Institution :
Dept. of Electron. Eng., Eastern New Mexico Univ., Portales, NM, USA
fDate :
6/24/1905 12:00:00 AM
Abstract :
A sliding-mode fuzzy controller (SMFC) was designed based on the principles of sliding mode control. Then, the concept of an input-output mapping factor was used to tune the parameters and the density of the controller´s input and output membership functions. The tuned controller behaved like a linear controller in the neighborhood of the sliding manifold, and the chattering problem was eliminated. Furthermore, the controller was insensitive to system parameter variations and disturbances. To illustrate the SMFC´s performance, we used this controller to stabilize an inverted pendulum in its upright position, starting from various initial conditions
Keywords :
control system synthesis; fuzzy control; nonlinear control systems; pendulums; stability; tuning; variable structure systems; chattering-free sliding mode fuzzy control; continuous inherent boundary layer; controller input membership functions; controller output membership functions; fuzzy controller design; initial conditions; input-output mapping factor; inverted pendulum stabilization; linear controller; membership function density tuning; parameter tuning; parameter variation insensitivity; performance; sliding manifold; system disturbance insensitivity; tuned controller; upright position; Control systems; Equations; Feedback; Fuzzy control; Piecewise linear approximation; Sliding mode control; Sufficient conditions; Uncertainty; Variable structure systems;
Conference_Titel :
Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7280-8
DOI :
10.1109/FUZZ.2002.1006708