使用 Matlab/Simulink 对防抱死制动系统中不同类型控制器的比较研究

Men Van Truong, Banh Thanh Huynh
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引用次数: 0

摘要

防抱死制动系统是现代汽车和卡车的重要安全功能之一,可以防止车辆在行驶过程中刹车时车轮抱死。在制动状态下,防抱死制动系统中的速度传感器向防抱死制动系统控制单元发送信号,以估算车轮打滑比率,如果比率与期望值不同,控制单元将向制动执行器发送信息,以控制制动扭矩。本文介绍了防抱死制动系统的动力学和子系统,并在 MATLAB/SIMULINK 软件中开发了防抱死制动系统模型。在模型中集成了不同类型的控制器,包括 Bang-Bang 控制器、比例积分控制器、比例导数控制器和比例积分导数控制器,以研究控制策略对制动距离、车辆速度、滑移比和制动扭矩的影响。模拟结果表明,在不同类型的道路上,与 Bang-Bang 和比例积分控制器相比,比例导数和比例积分导数控制器的停车距离和停车时间最短。此外,还观察到比例导数和比例积分导数控制器在制动过程中的滑移率与期望值(20%)相近,而 BangBang 和比例积分控制器的滑移率则在 10% 至 30% 之间波动。制动扭矩的变化趋势也与滑移比相似。该模型可用于预测防抱死制动系统在不同条件下的制动性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
COMPARATIVE STUDY OF DIFFERENT TYPES OF CONTROLLERS IN AN ANTI-LOCK BRAKING SYSTEM USING MATLAB/SIMULINK
Anti-lock Braking System is one of the vital safety features in modern cars and trucks that can prevent the wheels from locking while the brakes are applied in the moving vehicles. During a braking condition, speed sensors in ABS send signals to the Anti-lock Braking System control unit to estimate the wheel slip ratio, and if the ratio is different from the desired value, the control unit will send a message to the braking actuator to control braking torque. In this paper, the dynamics and subsystems of the Anti-lock Braking System are presented and a model of the Anti-lock Braking System is developed in MATLAB/SIMULINK software. Different types of controllers, including the Bang-Bang controller, proportional-integral, proportional derivative, and proportional integral derivative controllers, are integrated into the model to investigate the effects of controlling strategies on the stopping distance, vehicle velocity, slip ratio, and braking torque. The simulation results show that the proportional derivative and proportional integral derivative controllers provide the shortest stopping distances and stopping times as compared with Bang-Bang and proportional-integral controllers on different types of roads. Furthermore, it also observed that the slip ratio during braking is kept similar to the desired value (20%) with the proportional derivative and proportional integral derivative controllers while it fluctuates between 10% and 30% for BangBang and proportional-integral controllers. The trend of the braking torque is also similar to the slip ratio. The model can be used to predict the braking performance of the Anti-lock Braking System under different conditions.
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