高级检索+

轮毂电动机驱动电动汽车自适应巡航系统控制策略

李胜琴, 冯秋实

李胜琴, 冯秋实. 轮毂电动机驱动电动汽车自适应巡航系统控制策略[J]. 江苏大学学报(自然科学版), 2023, 44(2): 125-132.
引用本文: 李胜琴, 冯秋实. 轮毂电动机驱动电动汽车自适应巡航系统控制策略[J]. 江苏大学学报(自然科学版), 2023, 44(2): 125-132.
LI Sheng-qin, FENG Qiu-shi. Control strategy of adaptive cruise system for electric vehicle driven by hub motor[J]. Journal of Jiangsu University(Natural Science Edition), 2023, 44(2): 125-132.
Citation: LI Sheng-qin, FENG Qiu-shi. Control strategy of adaptive cruise system for electric vehicle driven by hub motor[J]. Journal of Jiangsu University(Natural Science Edition), 2023, 44(2): 125-132.

轮毂电动机驱动电动汽车自适应巡航系统控制策略

基金项目: 

中央高校基本科研业务费专项资金资助项目(2572019BG01)

详细信息
    作者简介:

    李胜琴(1976—),女,黑龙江哈尔滨人,教授,博士生导师(lishengqin@nefu.edu.cn),主要从事车辆系统动力学建模及车辆操纵稳定性研究;冯秋实(1998—),男,辽宁沈阳人,硕士研究生(fengqiushi1998@163.com),主要从事车辆自适应巡航控制研究

  • 中图分类号: U469.72;U463.6

Control strategy of adaptive cruise system for electric vehicle driven by hub motor

  • 摘要: 以轮毂电动机驱动电动汽车为研究对象,采用分层控制策略提出自适应巡航系统,结合上层模型预测控制器与下层PID (proportion integral differential)控制器,针对复杂的纵向跟随工况,对轮毂电动机输出的驱动力矩进行精确控制.提出基于前车加速度的可变车头时距策略,利用模型预测控制算法(model predictive control, MPC)求解本车期望加速度的上层控制器,利用PID算法求解整车前后轴驱动力矩,并输入到轮毂电动机的下层控制器,实现前后轮驱动力矩分配,最终实现车辆纵向自适应巡航.建立联合仿真模型,针对匀速前进、紧急制动、城市循环工况等场景,对所提出的自适应巡航分层控制策略进行验证,结果表明:所提出的自适应巡航系统控制策略针对纵向复杂行驶工况的跟驰效果良好,跟驰过程中车间距误差较小,加速度变化与电动机驱动转矩变化可以较好地进行同步与响应.
    Abstract: An adaptive cruise system was proposed based on hierarchical control strategy with an electric vehicle driven by hub motor as research object. Combined with the upper model predictive controller and the lower proportion integral differential(PID) controller, the driving torque output by the hub motor was precisely controlled under complex longitudinal following conditions. Based on the front vehicle acceleration, the variable headway of vehicle spacing strategy was proposed, and the model predictive control(MPC) algorithm was used to solve the expected acceleration of the upper controller. By PID algorithm, the vehicle front axle driving moment was solved to be entered into the lower wheel hub motor controller for realizing front and driving moment distribution, and finally realizing the vehicle longitudinal adaptive cruise. A co-simulation model was established to verify the proposed adaptive cruise hierarchical control strategy for scenarios of uniform forward speed, emergency braking and urban cycle conditions. The results show that the proposed adaptive cruise system control strategy has good car following effect under longitudinal complex driving conditions with small vehicle spacing error, and the acceleration change and motor drive torque change can be synchronized and responded well.
  • [1]

    JONES W D.Keeping cars from crashing[J].IEEE Spectrum,2001,38(9):40-45.

    [2] 李世豪.基于MPC的汽车自适应巡航控制策略研究[D].西安:长安大学,2019.
    [3] 赵公旗,王华,李佳.一种全速巡航系统的设计[J].汽车电器,2018(2):4-5.ZHAO G Q,WANG H,LI J.Design of a full speed ACC[J].Auto Electric Parts,2018(2):4-5.(in Chinese)
    [4]

    KIM D,MOON S,PARK J,et al.Design of an adaptive cruise control/collision avoidance with lane change support for vehicle autonomous driving[C]//ICROS-SICE International Joint Conference,2009:938-943.

    [5] 张宏,冯兴龙.一种全速型自适应巡航系统状态的转换机制[J].汽车实用技术,2016(5):130-133.ZHANG H,FENG X L.A full speed range adaptive cruise control system state transition mechanism[J].Automobile Applied Technology,2016(5):130-133.(in Chinese)
    [6] 姜阳.基于ADAS实验平台的自适应巡航系统全速域控制研究[D].锦州:辽宁工业大学,2021.
    [7] 冷姚,赵树恩.智能车辆多模式自适应巡航控制研究[J].重庆理工大学学报(自然科学),2020,34(9):73-81.LENG Y,ZHAO S E.Adaptive cruise control with multi-mode strategy of intelligent vehicle[J].Journal of Chongqing University of Technology(Natural Science),2020,34(9):73-81.(in Chinese)
    [8] 管欣,王景武,高振海.基于最优预瞄加速度决策的汽车自适应巡航控制系统[J].吉林大学学报(工学版),2004,34(2):189-193.GUAN X,WANG J W,GAO Z H.Vehicle adaptive cruise control system based on optimal preview acceleration decision making[J].Journal of Jilin University(Engineering and Technology Edition),2004,34(2):189-193.(in Chinese)
    [9] 薛杨.基于模糊PID控制的车辆纵向优化CACC系统[D].长春:吉林大学,2015.
    [10] 王启明,蒋江月,吕志超,等.基于改进MPC的协同自适应巡航控制策略研究[J].系统仿真学报,2022,34(9):2087-2097.WANG Q M,JIANG J Y,LYU Z C,et al.Research on cooperative adaptive cruise control strategy based on improved MPC[J].Journal of System Simulation,2022,34(9):2087-2097.(in Chinese)
    [11] 孙柱,赵强,张娜,等.基于粒子群算法的智能车辆多目标跟踪[J].森林工程,2020,36(4):70-75.SUN Z,ZHAO Q,ZHANG N,et al.Intelligent vehicle multi-objective tracking based on particle swarm algorithm[J].Forest Engineering,2020,36(4):70-75.(in Chinese)
    [12] 金辉,李斌虎,陈慧岩.装有AMT的越野车辆巡航控制技术研究[J].北京理工大学学报,2009,29(12):1067-1071.JIN H,LI B H,CHEN H Y.Cruise control for an off-road vehicle with automated mechanical transmission[J].Transactions of Beijing Institute of Technology,2009,29(12):1067-1071.(in Chinese)
    [13] 刘道旭东.基于神经网络PID控制器的汽车自适应巡航控制系统研究[D].长春:吉林大学,2017.
    [14] 王灿,马钧.汽车CACC系统的车头时距策略研究[J].农业装备与车辆工程,2015,53(2):60-67.WANG C,MA J.Study on automotive CACC system headway policy[J].Agricultural Equipment & Vehicle Engineering,2015,53(2):60-67.(in Chinese)
    [15] 龚建伟,刘凯,齐建永.无人驾驶车辆模型预测控制[M].2版.北京:北京理工大学出版社,2020.
  • 期刊类型引用(0)

    其他类型引用(5)

计量
  • 文章访问数:  0
  • HTML全文浏览量:  0
  • PDF下载量:  0
  • 被引次数: 5
出版历程
  • 收稿日期:  2022-05-25
  • 刊出日期:  2023-03-09

目录

    /

    返回文章
    返回