• DocumentCode
    2907381
  • Title

    Adaptive fuzzy logical control for impact absorbing

  • Author

    Yu, Miao ; Zhu, L.X. ; Dong, X.M. ; Liao, C.R.

  • Author_Institution
    Dept. of Optoelectron. Eng., Chongqing Univ., Chongqing
  • fYear
    2008
  • fDate
    1-6 June 2008
  • Firstpage
    1853
  • Lastpage
    1860
  • Abstract
    A new adaptive fuzzy logical control (FLC) strategy using a hybrid Taguchi genetic algorithm (HTGA) is proposed to absorb the impact of car body caused by road bump. The controller consists of two control loops. The inner open loop controls a nonlinear magnet-orheological (MR) damper to achieve tracking of a desired force. The outer loop implements a fuzzy logic controller using HTGA. The HTGA is used to tune the membership functions and control rules of FLC with initial skyhook control rules. To verify the control performance, simulation and road test of the adaptive FLC are carried out. The simulation and experiment results show that adaptive FLC can achieve smaller acceleration peak and shorter adjusting time than sky-hook and passive system under bump input.
  • Keywords
    Taguchi methods; adaptive control; automobiles; fuzzy control; genetic algorithms; impact (mechanical); vehicle dynamics; adaptive fuzzy logical control; car body impact; hybrid Taguchi genetic algorithm; impact absorbing control; initial skyhook control; nonlinear magnet-orheological damper; open loop controls; road bump; Adaptive control; Damping; Fuzzy control; Fuzzy logic; Genetic algorithms; Open loop systems; Programmable control; Roads; Shock absorbers; Tracking loops; fuzzy logical control; genetic algorithm; impact control; magneto-rheological damper;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4244-1818-3
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZY.2008.4630622
  • Filename
    4630622