Acceleration Slip Regulation for Electric Vehicles Based on Fuzzy PID Controller

Andrew Nguyen, B. Nguyen, J. Trovão, M. C. Ta
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Abstract

This paper proposes an acceleration slip regulation (ASR) by the fuzzy PID (FPID) controller for electric vehicles with four-wheel independent motor drive. The ASR architecture is hierarchically presented by three layers. The upper layer determines the total traction force based on the control of vehicle velocity. The middle layer determines optimum tire longitudinal force distribution depending on the total tire workload. In case of wheel slip, the optimum longitudinal force will be adjusted by the FPID controller. In the lower layer, the traction forces are converted to reference torque for each powertrain. The modeling and control organization of the studied vehicle are presented by using energetic macroscopic representation (EMR). Simulation tests show that ASR with FPID controller can limit the slip ratio of the wheels and improve the vehicle stability.
基于模糊PID控制器的电动汽车加速度滑移调节
针对四轮独立电机驱动的电动汽车,提出了一种基于模糊PID (FPID)控制器的加速度滑移调节方法。ASR体系结构按层次结构分为三层。上层在控制车速的基础上确定总牵引力。中间层根据轮胎总负荷确定最佳的轮胎纵向力分布。当车轮打滑时,由FPID控制器调节最佳纵向力。在下层,牵引力被转换为每个动力系统的参考扭矩。采用能量宏观表示(EMR)方法对所研究车辆进行建模和控制组织。仿真试验表明,采用FPID控制的自动响应系统可以限制车轮的滑移率,提高车辆的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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