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音建华,牛礼民,张义奇,等. 基于MPC分层控制的自适应巡航策略[J]. 安徽工业大学学报(自然科学版),xxxx,x(x):x-xx. DOI: 10.12415/j.issn.1671-7872.24049
引用本文: 音建华,牛礼民,张义奇,等. 基于MPC分层控制的自适应巡航策略[J]. 安徽工业大学学报(自然科学版),xxxx,x(x):x-xx. DOI: 10.12415/j.issn.1671-7872.24049
YIN Jianhua, LIU Limin, ZHANG Yiqi, SI Ming, ZHOU Tianpeng. Research on Adaptive Cruise Strategy Based on MPC Hierarchical Control[J]. Journal of Anhui University of Technology(Natural Science). DOI: 10.12415/j.issn.1671-7872.24049
Citation: YIN Jianhua, LIU Limin, ZHANG Yiqi, SI Ming, ZHOU Tianpeng. Research on Adaptive Cruise Strategy Based on MPC Hierarchical Control[J]. Journal of Anhui University of Technology(Natural Science). DOI: 10.12415/j.issn.1671-7872.24049

基于MPC分层控制的自适应巡航策略

Research on Adaptive Cruise Strategy Based on MPC Hierarchical Control

  • 摘要: 为减少车辆追尾等交通事故的发生,同时提升跟车稳定性、经济性和乘坐舒适性,提出1种车辆自适应巡航分层控制 (adaptive cruise control, ACC)策略。上层控制器基于模型预测控制(model predictive control, MPC)计算车辆输出期望加速度,并根据行车工况切换进行速度与间距控制;下层控制器基于建立的纯电动汽车逆纵向动力学、驱动电机和制动模型优化驱动/制动切换策略,并通过上层输出的期望加速度计算得到期望电机转矩或期望制动管路压力,控制车辆的加速度和速度,达到速度控制或间距控制的目的。在CarSim/Simulink中设置4种典型行车工况进行仿真实验,验证提出ACC策略的性能。结果表明:在定速巡航与跟车巡航工况中,车辆能够快速稳定地跟随设定的初始速度进行行驶,且与前车始终保持安全车距;在紧急制动工况下,车辆能够迅速做出减速反应,保证行车安全性;在复杂工况下,车辆平稳跟踪前车且速度、加速度变化相对平稳,可有效实现车辆跟随的动态响应。提出的控制策略在不同行驶工况下均可准确安全地跟踪目标车辆,且在车辆行驶过程中可兼顾经济性和舒适性的要求。

     

    Abstract: In order to reduce the occurrence of traffic accidents such as rear-end collision and improve following stability, economy and ride comfort of following the car, a vehicle adaptive cruise control (ACC) strategy was proposed. The upper controller was used to calculate the expected acceleration based on the model predictive control (MPC), and the speed and distance was controlled according to the switching of driving conditions. The lower controller was used to optimize the driving/braking switching strategy based on the established inverse longitudinal dynamics, drive motor and brake models of pure electric vehicles, and the expected motor torque or the expected brake pipeline pressure was obtained by calculating the expected acceleration output of the upper layer. The acceleration and speed of the vehicle was controlled to achieve the goal of speed control or spacing control. Four typical driving conditions were set up in CarSim/Simulink for simulation tests to verify the performance of the proposed ACC strategy. The results show that in both constant speed cruise and following cruise conditions, the vehicle can quickly and stably follow the set initial speed and maintain a safe distance from the preceding vehicle at all times. Under emergency braking conditions, the vehicle can quickly respond to deceleration to ensure driving safety.Under complex working conditions, the vehicle can track the preceding vehicle smoothly and the changes in speed and acceleration are relatively stable, which can effectively achieve the dynamic response of the vehicle following.The proposed control strategy can accurately and safely track the target vehicle under different driving conditions, and can balance the requirements of economy and comfort during vehicle operation.

     

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