带角速度观测器和摩擦补偿的线控转向系统鲁棒角度跟踪控制器设计

IF 5.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
He Liu, Jiaqi Li, Xuewu Ji, Yahui Liu
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引用次数: 0

摘要

线控转向(SBW)系统可以增强驾驶体验,提高自动驾驶性能。一个关键的挑战是在手动和自动驾驶模式下确保准确的转向角度跟踪,同时处理不一致的命令更新周期、缺乏角速度传感器、未建模的动力学和非线性干扰。本文采用由角度环和角速度环组成的级联控制结构,重点通过优化角速度控制器来提高转向角度跟踪性能。基于卡尔曼滤波(KF)估计了角速度,推导了观测器模型的稳态传递函数。将角速度观测器模型与转向系统模型相结合,建立了扩展的标称模型。为了提高系统在不确定转向干扰和执行器能力有限情况下的鲁棒性,采用H∞控制理论设计了闭环控制律。为了减轻转向启动或转向变化过程中非线性摩擦的影响,设计了LuGre动态摩擦模型进行前馈补偿。最后进行了CarSim/Simulink联合仿真和整车试验。结果表明,所提出的控制策略在手动驾驶和自动驾驶模式下均具有优异的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of a robust angle tracking controller for steering-by-wire systems with angular velocity observer and friction compensation
Steering-by-wire (SBW) systems can enhance driving experience and improve autonomous driving performance. A key challenge is ensuring accurate steering angle tracking in both manual and autonomous driving modes while handling inconsistent command update cycles, the absence of an angular velocity sensor, unmodeled dynamics, and nonlinear disturbances. This paper adopts a cascaded control structure comprising an angle loop and an angular velocity loop, focusing on improving steering angle tracking performance by optimizing the angular velocity controller. The angular velocity is estimated based on the Kalman filter (KF), and the steady-state transfer function of the observer model is derived. By combining the angular velocity observer model and the steering system model, an extended nominal model is established. To improve system robustness in the presence of uncertain steering disturbances and limited actuator capabilities, the closed-loop control law is designed using H control theory. To mitigate the impact of nonlinear friction during steering start-up or direction changes, a LuGre dynamic friction model is designed for feedforward compensation. Finally, CarSim/Simulink co-simulation and vehicle tests are conducted. The results demonstrate that the proposed control strategy achieves excellent performance in both manual and autonomous driving modes.
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来源期刊
Control Engineering Practice
Control Engineering Practice 工程技术-工程:电子与电气
CiteScore
9.20
自引率
12.20%
发文量
183
审稿时长
44 days
期刊介绍: Control Engineering Practice strives to meet the needs of industrial practitioners and industrially related academics and researchers. It publishes papers which illustrate the direct application of control theory and its supporting tools in all possible areas of automation. As a result, the journal only contains papers which can be considered to have made significant contributions to the application of advanced control techniques. It is normally expected that practical results should be included, but where simulation only studies are available, it is necessary to demonstrate that the simulation model is representative of a genuine application. Strictly theoretical papers will find a more appropriate home in Control Engineering Practice''s sister publication, Automatica. It is also expected that papers are innovative with respect to the state of the art and are sufficiently detailed for a reader to be able to duplicate the main results of the paper (supplementary material, including datasets, tables, code and any relevant interactive material can be made available and downloaded from the website). The benefits of the presented methods must be made very clear and the new techniques must be compared and contrasted with results obtained using existing methods. Moreover, a thorough analysis of failures that may happen in the design process and implementation can also be part of the paper. The scope of Control Engineering Practice matches the activities of IFAC. Papers demonstrating the contribution of automation and control in improving the performance, quality, productivity, sustainability, resource and energy efficiency, and the manageability of systems and processes for the benefit of mankind and are relevant to industrial practitioners are most welcome.
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