• DocumentCode
    666237
  • Title

    Comparation of controllers based on Fuzzy Logic and Artificial Neural Networks for reducing vibration of the driver´s seat

  • Author

    Avdagic, Zikrija ; Besic, Ingmar ; Buza, Emir ; Omanovic, Samir

  • Author_Institution
    Fac. of Electr. Eng., Dept. for Comput. Sci. & Inf., Univ. of Sarajevo, Sarajevo, Bosnia-Herzegovina
  • fYear
    2013
  • fDate
    10-13 Nov. 2013
  • Firstpage
    3382
  • Lastpage
    3387
  • Abstract
    This paper presents two approaches in isolation of vibrations of driver´s seat . The first approach shows the ability of Fuzzy Logic Controller (FLC) to adjust the stiffness of the air spring, which is implemented between cabin floor and the seat together with damper in order to isolate the vertical vibrations. The second approach is based on Artificial Neural Network Controller (ANNC) with purpose of improvement vibration isolation producing appropriate voltage for valve flow diameter control of semi-active damper. The quality of isolation is measured using standardized technique. The results of simulation in Matlab/Simulink, as well as the results of implemented controllers on a real experimental model are presented.
  • Keywords
    elastic constants; fuzzy control; neurocontrollers; seats; shock absorbers; springs (mechanical); valves; vibration isolation; ANNC; FLC; Matlab; Simulink; air spring stiffness; artificial neural network controller; cabin floor; driver seat; fuzzy logic controller; semiactive damper; standardized technique; valve flow diameter control; vertical vibration isolation; vibration reduction; Acceleration; Floors; Mathematical model; Shock absorbers; Springs; Valves; Vehicles; air spring; fuzzy logic; neural networks; semi-active damper; vibration isolation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
  • Conference_Location
    Vienna
  • ISSN
    1553-572X
  • Type

    conf

  • DOI
    10.1109/IECON.2013.6699671
  • Filename
    6699671