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INTELLIGENT ADAPTIVE CONTROL FOR ANTI-LOCK BRAKING SYSTEM

机译:防抱死制动系统的智能自适应控制

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One of the most important safety features of an automobile is its braking system. The ability of a braking system to provide safe and repeatable stopping is the key to safe motoring. Mechatronics subsystems are more and more developed in automotive industries and in the recent years modern control techniques have been applied to a wide range of many electronic control systems in the automotive industry such as Anti-Lock Brake Systems (ABS). This article proposed an intelligent adaptive control for anti-lock braking system (ABS), to control the desired slip ratio that prevents wheels from locking. A Fuzzy controller having Gaussian memberships is developed to calculate the amount of reduction of the applied torque based on the error signal (the difference between the measured slip ratio and the desired slip ratio). Results of the proposed controller are compared with the results of a PID controller. The scheme is implemented using a quarter car model and simulation tests were carried out in different conditions. The simulation results show that the proposed scheme is robust and effective.
机译:汽车的最重要的安全特性之一是其制动系统。制动系统提供安全和可重复停止的能力是安全驾驶的关键。机电一体化子系统在汽车工业中越来越发达,近年来,现代控制技术已应用于汽车工业中的许多电子控制系统,例如防抱死制动系统(ABS)。本文提出了一种用于防抱死制动系统(ABS)的智能自适应控制,以控制所需的滑移率,以防止车轮锁死。开发具有高斯隶属关系的模糊控制器,以基于误差信号(测得的滑移率与所需滑移率之差)来计算所施加扭矩的减小量。将拟议控制器的结果与PID控制器的结果进行比较。该方案使用四分之一汽车模型实施,并且在不同条件下进行了模拟测试。仿真结果表明,该方案是鲁棒的和有效的。

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