• DocumentCode
    903408
  • Title

    A Grey System Modeling Approach for Sliding-Mode Control of Antilock Braking System

  • Author

    Kayacan, Erdal ; Oniz, Yesim ; Kaynak, Okyay

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Bogazici Univ., Istanbul, Turkey
  • Volume
    56
  • Issue
    8
  • fYear
    2009
  • Firstpage
    3244
  • Lastpage
    3252
  • Abstract
    In this paper, a grey sliding-mode controller is proposed to regulate the wheel slip, depending on the vehicle forward velocity. The proposed controller anticipates the upcoming values of wheel slip and takes the necessary action to keep the wheel slip at the desired value. The performance of the control algorithm as applied to a quarter vehicle is evaluated through simulations and experimental studies that include sudden changes in road conditions. It is observed that the proposed controller is capable of achieving faster convergence and better noise response than the conventional approaches. It is concluded that the use of grey system theory, which has certain prediction capabilities, can be a viable alternative approach when the conventional control methods cannot meet the desired performance specifications.
  • Keywords
    braking; convergence; grey systems; road vehicles; tyres; variable structure systems; velocity control; wheels; antilock braking system; convergence; grey system modeling; noise response; road condition; sliding-mode control; vehicle forward velocity; wheel slip; Antilock braking system (ABS); GM(1,1); grey system theory; sliding-mode control;
  • fLanguage
    English
  • Journal_Title
    Industrial Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0046
  • Type

    jour

  • DOI
    10.1109/TIE.2009.2023098
  • Filename
    4957103