DocumentCode
2010710
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
fYear
2013
fDate
25-28 Feb. 2013
Firstpage
100
Lastpage
105
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICIT.2013.6505655
Filename
6505655
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