• DocumentCode
    2134851
  • Title

    Fuzzy logic anti-lock brake system for a limited range coefficient of friction surface

  • Author

    Madau, D.P. ; Yuan, F. ; Davis, L.I., Jr. ; Feldkamp, L.A.

  • Author_Institution
    Ford Motor Co., Dearborn, MI, USA
  • fYear
    1993
  • fDate
    1993
  • Firstpage
    883
  • Abstract
    Describes the preliminary research on and implementation of a fuzzy logic controller to control wheel slip for an antilock brake system. The dynamics of braking systems are highly nonlinear and time-variant. Simulation was used to derive an initial rule base, which was then tested on an experimental brake system. The rules were further refined by analysis of the data acquired from vehicle braking maneuvers on a surface with a high coefficient of friction. The robustness of the fuzzy logic slip regulator was further tested by varying operating conditions and external environmental variables
  • Keywords
    friction; fuzzy control; regenerative braking; antilock brake system; coefficient of friction; external environmental variables; fuzzy logic controller; initial rule base; operating conditions; slip regulator; vehicle braking maneuvers; wheel slip; Control systems; Data analysis; Friction; Fuzzy logic; Nonlinear dynamical systems; Robustness; System testing; Vehicle dynamics; Vehicles; Wheels;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 1993., Second IEEE International Conference on
  • Conference_Location
    San Francisco, CA
  • Print_ISBN
    0-7803-0614-7
  • Type

    conf

  • DOI
    10.1109/FUZZY.1993.327398
  • Filename
    327398