Research on Steering and Suspension–Integrated Control Based on Robust MPC Considering Road Vibration Prediction

IF 2 4区 工程技术 Q2 ENGINEERING, CIVIL
Taowen Cui, Shuaiyin Wang, Yuxiang Cao, Bo Li, Can Xu, Jingda Wu
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引用次数: 0

Abstract

The steering and suspension systems, as key actuators of intelligent vehicles, have a significant impact on vehicle handling stability and ride comfort. However, in view of the coupling between them, it is difficult to balance the above two aspects of performance when controlled separately. To improve the comprehensive control effect of the automobile chassis system, this paper presents an integrated control method for active steering and active suspension system (ASS) based on robust model predictive controller (MPC) considering road vibration prediction. The designed controller considers the motion of the vehicle in yaw, roll, pitch, and vertical directions. Based on the established vehicle dynamics model, road surface model, and driver model, the integrated system control framework is constructed. Then, the proposed robust MPC (R-MPC) with road vibration prediction is testified through simulation. The results show that the R-MPC has better anti-interference ability than the MPC method under road excitation or slippery road condition, and the comprehensive performance of vehicle handling stability and ride comfort can be improved through road vibration prediction.

考虑道路振动预测的鲁棒MPC转向悬架综合控制研究
转向和悬架系统作为智能车辆的关键执行机构,对车辆的操纵稳定性和乘坐舒适性有着重要的影响。然而,鉴于两者之间的耦合性,在单独控制时,很难平衡上述两个方面的性能。为了提高汽车底盘系统的综合控制效果,提出了一种基于鲁棒模型预测控制器(MPC)的主动转向与主动悬架系统综合控制方法。所设计的控制器考虑了飞行器在偏航、横摇、俯仰和垂直方向上的运动。在建立的车辆动力学模型、路面模型和驾驶员模型的基础上,构建了集成系统控制框架。然后,通过仿真验证了所提出的鲁棒MPC (R-MPC)预测道路振动的有效性。结果表明,在路面激励或湿滑路面条件下,R-MPC方法比MPC方法具有更好的抗干扰能力,通过路面振动预测可以提高车辆操纵稳定性和乘坐舒适性的综合性能。
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来源期刊
Journal of Advanced Transportation
Journal of Advanced Transportation 工程技术-工程:土木
CiteScore
5.00
自引率
8.70%
发文量
466
审稿时长
7.3 months
期刊介绍: The Journal of Advanced Transportation (JAT) is a fully peer reviewed international journal in transportation research areas related to public transit, road traffic, transport networks and air transport. It publishes theoretical and innovative papers on analysis, design, operations, optimization and planning of multi-modal transport networks, transit & traffic systems, transport technology and traffic safety. Urban rail and bus systems, Pedestrian studies, traffic flow theory and control, Intelligent Transport Systems (ITS) and automated and/or connected vehicles are some topics of interest. Highway engineering, railway engineering and logistics do not fall within the aims and scope of JAT.
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