Vehicle Traction Control System using Fuzzy Logic Theory

퍼지논리를 이용한 차량 구동력 제어 시스템

  • 서영덕 (한양대학교 대학원 자동차공학과) ;
  • 여문수 (정회원, 인하공업전문대학 자동차공학과) ;
  • 이승종 (정회원, 한양대학교 자동차공학과)
  • Published : 1998.09.01

Abstract

Recently, TCS(Traction Control System) is attracting attention, because it maintains traction ability and steerability of vehicles on low-$\mu$ surface roads by controlling the slip rate between tire and road surface. The development of TCS control law is difficult due to the highly nonlinearity and uncertainty involved in TCS. A fuzzy logic approach is appealing for TCS. In this paper, fuzzy logic controller for TCS is introduced and evaluated by the computer simulation with 8 DOF vehicle model. The result indicate that the fuzzy logic TCS improves vehicle's stability and steerability.

Keywords

References

  1. Int. Journal of Vehicle Design v.12 no.1 Traction Control System - Simulation Analysis of the Control System Kiichi Yamada;Masayuki Hashiguich;Masayoshi Ito
  2. SAE 900204 ASR- Traction Control, State of the Art and Some Prospects Alfred Sigl;Herbert Demel
  3. Journal of Dynamics System, Measurement, and Control v.113 no.June Vehicle Traction Control: Variable-Structure Control Approach Han-Shue Tan
  4. IEEE Trans. on Control Systems Technology v.1 no.2 Fuzzy Learning Control for Antiskid Brakong Systems Jeffery R. Layne;Kevin M. Passino;Stephen Yurkovich
  5. SAE 940830 Fuzzy Logic Continuous and Quantizing Control of an ABS Braking System Georg F. Mauer;Gerard F. Giddinger;Yann Chamillard
  6. AVEC '94 (9438826) Estimation of Road Surface Condition Using Wheel Speed Behavior Masayoshi Ito;Kenneth Youshioko;Takeshi Saji
  7. Vehicle System Dynamics v.25 Fuzzy Logic Traction Controllers ans thier Effect in Longgitudinal Vehicle Platoon Systems Mike Bauer;M. Tomizuka
  8. 한국자동차공학회 논문집 v.4 no.6 GUI를 이용한 Powertrain 설계용 소프트웨어 개발 김인찬;이승종
  9. SAE 920055 Nonlinear Analysis of Closed Loop Driver/Automobile Performance with Four Wheel Steering Vehicle X. Xia;E.H. Law
  10. SAE 890087 A New Tire Model with an Application inn Vehicle Dynamics Studies Ebert Bakker;Hans B.;Pacejka;Lars Linder
  11. 퍼지 이론 및 응용 이광형;오길록