Title :
Interval type 2 fuzzy sliding mode control with application to inverted pendulum on a cart
Author :
Abdelaal, M.E. ; Emara, H.M. ; Bahgat, A.
Author_Institution :
Electr. Power & Machines Dept., Cairo Univ., Cairo, Egypt
Abstract :
Conventional sliding mode control (SMC) usually causes chattering problem. Fuzzy sliding mode has been proposed in literature to reduce chattering. Interval type 2 fuzzy logic systems (IT2FLS) enhances fuzzy system performance by incorporating uncertainties in rule base. In this paper, the reaching component of SMC is replaced by an IT2FLS to reduce chattering taking into consideration possible system uncertainties. The inputs of the IT2FLS are the sliding variable and its derivative. To investigate the validity of the proposed controller, it is used to control a simulated model of an under-actuated, unstable inverted pendulum. The Simulation results show that the proposed controller can handle more efficiently parameter uncertainty and disturbance in stabilization of the pendulum and cart position tracking to a reference trajectory.
Keywords :
fuzzy control; fuzzy set theory; nonlinear control systems; pendulums; stability; uncertain systems; variable structure systems; IT2FLS; Interval type-2 fuzzy logic systems; SMC; cart position tracking; chattering reduction; fuzzy system performance enhancement; interval type-2 fuzzy sliding mode control; parameter uncertainty; reference trajectory; rule base uncertainties; sliding variable; stabilization disturbance; under-actuated unstable inverted pendulum; Adaptation models; Firing; Fuzzy sets; Mathematical model; Niobium; Sliding mode control; Uncertainty; fuzzy type 2; nonlinear control; sliding mode control; under-actuated systems;
Conference_Titel :
Industrial Technology (ICIT), 2013 IEEE International Conference on
Conference_Location :
Cape Town
Print_ISBN :
978-1-4673-4567-5
Electronic_ISBN :
978-1-4673-4568-2
DOI :
10.1109/ICIT.2013.6505655