• 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