Active Reduction of Pressure Ripple for Electric Power Steering Systems via Fuzzy Control Approach

被引:1
|
作者
Li, Xin [1 ]
Zhao, Xue-Ping [1 ]
Chen, Jie [1 ]
机构
[1] Shanghai Jiao Tong Univ, Inst Body Mfg Technol Ctr, Shanghai, Peoples R China
关键词
D O I
10.1109/FUZZY.2008.4630428
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Pressure ripple in electric power steering (EPS) system can be caused by the phase lag between driver's steering torque and steer angle, the nonlinear frictions, and the disturbances from road and sensor noise especially during high frequency maneuvers. This paper novelly applied the robust fuzzy control method of active reduction of pressure ripple for EPS system, which achieves remarkable progress on steering maneuverability. First, an EPS dynamics are described by an eight-order nonlinear state-space model and approximated by a Takagi-Sugeno (T-S) fuzzy model with time-varying delays and external disturbances. Then, a fuzzy controller is applied based on the fuzzy model of the EPS system. The closed loop stability conditions of EPS system with the fuzzy controller are parameterized in terms of Linear Matrix Inequality (LMI) problem, which can be solved efficiently by using the convex optimization techniques. The numerical simulation of the EPS system with and without the use of the developed controller has been carried out. The simulation result shows that the proposed fuzzy control method can reduce the torque ripple to achieve a better steering feel and more stable driving.
引用
收藏
页码:587 / 592
页数:6
相关论文
共 50 条
  • [31] Steering Control in Electric Power Steering Autonomous Vehicle Using Type-2 Fuzzy Logic Control and PI Control
    Arifin, Bustanul
    Suprapto, Bhakti Yudho
    Prasetyowati, Sri Arttini Dwi
    Nawawi, Zainuddin
    WORLD ELECTRIC VEHICLE JOURNAL, 2022, 13 (03):
  • [32] Vehicle speed dependent assistant control for electric power steering systems
    Du, Pan-Pan
    Su, Hao
    Tang, Gong-You
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 4241 - 4246
  • [33] Optimal Disturbance Rejection Control Design for Electric Power Steering Systems
    Mehrabi, N.
    Azad, N. L.
    McPhee, J.
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 6584 - 6589
  • [34] The control strategy of the electric power steering system for steering feel control
    Guan, Xin
    Zhang, YuNing
    Lu, PingPing
    Duan, ChunGuang
    Zhan, Jun
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2024, 238 (2-3) : 347 - 357
  • [35] Active Fault Tolerant Control of Electric Power Steering System with Sensor Fault
    Gao, Zhengang
    Yang, Liuqing
    Wang, Hongbo
    Li, Xiaoxue
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 9630 - 9636
  • [36] Observer-Based Fuzzy Control for Four-Wheel Independently Driven Electric Vehicles with Active Steering Systems
    Lin Chen
    Panshuo Li
    Wenshuai Lin
    Qi Zhou
    International Journal of Fuzzy Systems, 2020, 22 : 89 - 100
  • [37] Time-Delayed Control for Automated Steering Wheel Tracking of Electric Power Steering Systems
    Baek, Jaemin
    Kang, Changmook
    IEEE ACCESS, 2020, 8 : 95457 - 95464
  • [38] Time-Delay H∞ Control of Novel Active Steering Integrated with Electric Power Steering Function
    Wan-Zhong, Zhao
    Chun-Yan, Wang
    Yi-Jun, Li
    JOURNAL OF THE CHINESE SOCIETY OF MECHANICAL ENGINEERS, 2015, 36 (01): : 11 - 19
  • [39] Integrated control of active front steering and electric power steering system with EKF estimation of lateral force
    Zhou, Bing
    Xu, Meng
    Fan, Lu
    Yuan, Xiwen
    International Journal of Vehicle Systems Modelling and Testing, 2015, 10 (03) : 224 - 238
  • [40] Time-delay H∞ control of novel active steering integrated with electric power steering function
    Zhao, Wan-Zhong
    Wang, Chun-Yan
    Li, Yi-Jun
    Journal of the Chinese Society of Mechanical Engineers, Transactions of the Chinese Institute of Engineers, Series C/Chung-Kuo Chi Hsueh Kung Ch'eng Hsuebo Pao, 2015, 36 (01): : 11 - 19