• DocumentCode
    2871536
  • Title

    Experimental evaluation of a type-2 fuzzy control algorithm on an Anti-Lock Braking System

  • Author

    Oniz, Yesim ; Aras, Ayse Cisel ; Kaynak, Okyay ; Abiyev, Rahib

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Bogazici Univ., Istanbul, Turkey
  • fYear
    2011
  • fDate
    7-10 Nov. 2011
  • Firstpage
    564
  • Lastpage
    568
  • Abstract
    Control of nonlinear systems is a challenging task in control engineering and the use of type-2 fuzzy logic controllers (FLCs) has been proposed as a promising approach, as they can perform adequately in dynamically unstructured environments that include large amount of uncertainties. In this paper, an Anti-Lock Braking System (ABS) is controlled by an interval type-2 fuzzy logic controller. The control algorithm is used on a quarter vehicle model and it is seen through simulation studies that it results in a good performance with fast convergence. These results are experimentally validated on a laboratory setup.
  • Keywords
    braking; fuzzy control; nonlinear control systems; road traffic control; anti-lock braking system; nonlinear control systems; quarter vehicle model; type-2 fuzzy control algorithm; Control systems; Fuzzy logic; Mathematical model; Roads; Torque; Vehicles; Wheels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
  • Conference_Location
    Melbourne, VIC
  • ISSN
    1553-572X
  • Print_ISBN
    978-1-61284-969-0
  • Type

    conf

  • DOI
    10.1109/IECON.2011.6119372
  • Filename
    6119372