重庆理工大学学报(自然科学) ›› 2023, Vol. 37 ›› Issue (12): 18-27.

• 汽车工程 • 上一篇    下一篇

基于LTV-MPC的主动四轮转向控制策略研究

高晋, 杨宝珠   

  1. 昆明理工大学交通工程学院
  • 出版日期:2024-02-04 发布日期:2024-02-04
  • 作者简介:高晋,男,工学博士,副教授,主要从事汽车设计及汽车系统动力学研究,E-mail:906845822@qq.com;通信作者 杨宝珠,男,硕士研究生,主要从事车辆动力学仿真研究,E-mail:591088453@qq.com。

Research on active four wheel steering control strategy based on LTV-MPC

  • Online:2024-02-04 Published:2024-02-04

摘要: 针对含有地面附着力约束和车辆转向执行机构峰值约束的主动四轮转向稳定性控制问题,提出了一种基于非线性轮胎模型的线性时变模型预测控制(LTV-MPC)方法。该方法对轮胎非线性模型进行局部线性化,结合地面附着系数和车轮转角输入限制,将该问题转化为二次规划问题,从而得到最优前后车轮转角。基于Matlab/Simulink搭建的非线性7自由度车辆动力学模型分别在前轮角阶跃输入和双移线输入工况下进行仿真试验。 结果表明:相比于LQR主动四轮转向控制器,在2种工况下,基于线性时变模型预测控制器的汽车质心侧偏角峰值分别降低了29%和19.62%,改善了车辆的操纵稳定性。

关键词: 主动四轮转向, 驾驶员模型, 模型预测控制, 操纵稳定性控制

Abstract: This paper proposes a linear time-varying model predictive control (LTV-MPC) method based on a nonlinear tire model for the stability control problem of active four-wheel steering with ground adhesion constraints and vehicle steering actuator peak constraints. In this method, the nonlinear tire model is locally linearized. The problem is converted into a Quadratic programming through the ground adhesion coefficient and wheel angle input constraints. The optimal front and rear wheel angles are obtained. The nonlinear seven degree of freedom vehicle dynamics model built based on Matlab/Simulink is simulated under the front wheel angle step input and double lane shift input conditions respectively. The results show under two working conditions, LTV-MPC helps reduce the peak the centroid sideslip angle of the vehicle by 29% and 19.62% respectively when compared with the LQR active four-wheel steering controller, improving the vehicle’s handling stability.

中图分类号: 

  • U461.1