Fuzzy Control of Electric Vehicles for Understeer Prevention

被引:1
|
作者
Zhang, Qian [1 ]
Liu, Zhiyuan [1 ]
机构
[1] Harbin Inst Technol, Dept Control Sci & Engn, Harbin, Heilongjiang, Peoples R China
来源
IFAC PAPERSONLINE | 2018年 / 51卷 / 31期
基金
中国国家自然科学基金;
关键词
Piecewise affine; T-S Fuzzy model; Understeer; Yaw stability; Partial state feedback; MODEL-PREDICTIVE CONTROL; YAW STABILITY; SYSTEMS;
D O I
10.1016/j.ifacol.2018.10.105
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In understeer manoeuver, lateral tire forces of front tires are saturated. Thus, the widely-used linear tire model in yaw stability control is no longer suitable for understeer prevention. Moreover, the longitudinal motion is neglected and only the lateral and yaw motions are taken into account in the dynamic model. To overcome these shortcomings, a new tire model and a control strategy are proposed in this paper. First, a piecewise affine (PWA) model is established. Next, a 3DoF dynamic model is obtained based on the new tire model. Finally, a fuzzy yaw stability controller is designed based on the T-S fuzzy model representing the above dynamic model. Simulation results show that the nonlinear lateral force can be approximated by the PWA tire model accurately, and the control strategy is efficient for understeer prevention. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:473 / 478
页数:6
相关论文
共 50 条
  • [31] Fuzzy Model Predictive Control of a Permanent Magnet Synchronous Motor in Electric Vehicles
    Liu, Zhitao
    Wang, Youyi
    Du, Jiani
    2013 10TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2013, : 604 - 608
  • [32] Design of genetic-fuzzy control strategy for parallel Hybrid Electric Vehicles
    Poursamad, Amir
    Montazeri, Morteza
    CONTROL ENGINEERING PRACTICE, 2008, 16 (07) : 861 - 873
  • [33] Fuzzy Logic Control Approach to the Energy Management of Parallel Hybrid Electric Vehicles
    Lu, Dengke
    Li, Weimin
    Xu, Guoqing
    Zhou, Meilan
    PROCEEDING OF THE IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2012, : 592 - 596
  • [34] A fuzzy-based supervisory robust control for parallel hybrid electric vehicles
    Bathaee, SMT
    Gastaj, AH
    Emami, SR
    Mohammadian, M
    2005 IEEE Vehicle Power and Propulsion Conference (VPPC), 2005, : 694 - 700
  • [35] Optimal Design for Anti-Skid Control of Electric Vehicles by Fuzzy Approach
    Chenming Li
    Han Zhao
    Kang Huang
    Ye-Hwa Chen
    Chinese Journal of Mechanical Engineering, 2021, 34
  • [36] Fuzzy-logic-based acceleration control strategy for battery electric vehicles
    Yu, Li-Min
    Xiong, Hui-Yuan
    Zong, Zhi-Jian
    DESIGN, MANUFACTURING AND MECHATRONICS (ICDMM 2015), 2016, : 289 - 296
  • [37] Novel control implementation for electric vehicles based on fuzzy -back stepping approach
    Sellali, M.
    Betka, A.
    Drid, S.
    Djerdir, A.
    Allaoui, L.
    Tiar, M.
    ENERGY, 2019, 178 : 644 - 655
  • [38] Use of fuzzy controller for hybrid traction control system in hybrid electric vehicles
    Zhang, Jianlong
    Yin, Chengliang
    Zhang, Jianwu
    IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2006, : 1351 - +
  • [39] Optimal Design for Anti-Skid Control of Electric Vehicles by Fuzzy Approach
    Li, Chenming
    Zhao, Han
    Huang, Kang
    Chen, Ye-Hwa
    CHINESE JOURNAL OF MECHANICAL ENGINEERING, 2021, 34 (01)
  • [40] Fuzzy Gradient Control of Electric Vehicles at Blended Braking with Volatile Driving Conditions
    Vodovozov, Valery
    Petlenkov, Eduard
    Aksjonov, Andrei
    Raud, Zoja
    ICINCO: PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, 2020, : 250 - 261