Active slip control of a vehicle using fuzzy control and active suspension
  • Khan, Muhammad Arshad
  • Haroon, Saima
  • Ahmad, Ejaz
  • Hayat, Bashir
  • Youn, Iljoong
Citations

WEB OF SCIENCE

5
Citations

SCOPUS

6

초록

This paper presents an active slip control system (ASCS) for a four-wheel drive electric vehicle (EV) using an active suspension of the vehicle. The integrated control mechanism is designed using a combination of a fuzzy controller and a nonlinear back-stepping controller to control the slip of the individual wheels with the help of the active suspension of the vehicle. In this research, the presented control mechanism is implemented in two steps. In the first step, based on the friction coefficient calculated from a nonlinear tire model, the fuzzy controller will generate the vehicle roll and pitch angles required to reduce the slipping of the individual wheels by changing the vertical load of the individual wheel. In the second step, a nonlinear back-stepping controller is used to track the required roll and pitch angles using the active suspension of the vehicle. A linear seven degree of freedom (DOF) vertical mathematical model is used for the design of the nonlinear back-stepping controller, while the rules of the fuzzy controller are interpreted from the friction coefficients of the tyre model. The performance of the presented control mechanism is verified using a 14-DOF nonlinear model with nonlinear tyre dynamics. The simulations using a nonlinear vehicle model show that the presented controller can successfully improve vehicle stability by reducing the slipping of the individual wheel.

키워드

Fuzzy controlactive slip controlnonlinear controlactive suspensionelectric vehicleSYSTEMCARMODEL
제목
Active slip control of a vehicle using fuzzy control and active suspension
저자
Khan, Muhammad ArshadHaroon, SaimaAhmad, EjazHayat, BashirYoun, Iljoong
DOI
10.1080/00051144.2021.1972399
발행일
2021-10-02
유형
Article
저널명
Automatika
62
3-4
페이지
386 ~ 396