JOURNAL ARTICLE

Adaptive fuzzy sliding mode control design for vehicle steer-by-wire systems

Zhe SunJinchuan ZhengZhihong ManHai WangKe ShaoDefeng He

Year: 2019 Journal:   Journal of Intelligent & Fuzzy Systems Vol: 37 (5)Pages: 6601-6612   Publisher: IOS Press

Abstract

This paper presents a novel adaptive fuzzy sliding mode (AFSM) control scheme for a vehicle steer-by-wire (SbW) system. Initially, the dynamics of the SbW system are described by a second-order differential equation where the Coulomb friction and the self-aligning torque are treated as external disturbances. Furthermore, an AFSM controller is designed for the SbW system, which utilizes an adaptive law to estimate both the Coulomb friction and the self-aligning torque, a sliding mode control component to deal with the parametric uncertainties and unmodeled dynamics, and a fuzzy strategy to strike a good balance between the chattering-alleviation and the tracking precision. The stability of the control system is verified in the sense of Lyapunov, and the selection of control parameters is provided in detail. Lastly, experiments are carried out under various road conditions. The experimental results demonstrate that the developed AFSM controller possesses superiority in terms of higher tracking accuracy, stronger robustness and a better balance between the control precision and smoothness in comparison with a conventional sliding mode (CSM) controller and a boundary layer-based adaptive sliding mode (BLASM) controller.

Keywords:
Control theory (sociology) Sliding mode control Robustness (evolution) Fuzzy logic Parametric statistics Torque Computer science Lyapunov function Controller (irrigation) Lyapunov stability Adaptive control Fuzzy control system Control engineering Engineering Mathematics Nonlinear system Control (management) Physics Artificial intelligence

Metrics

8
Cited By
0.53
FWCI (Field Weighted Citation Impact)
29
Refs
0.69
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Vehicle Dynamics and Control Systems
Physical Sciences →  Engineering →  Automotive Engineering
Hydraulic and Pneumatic Systems
Physical Sciences →  Engineering →  Mechanical Engineering
Control and Dynamics of Mobile Robots
Physical Sciences →  Engineering →  Control and Systems Engineering

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