Active Front Wheel Steering System using Yaw Rate Estimation based Fuzzy Logic Due to Various Lateral Wind Disturbance

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
V. R. Aparow, Lok Tze Lun
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引用次数: 0

Abstract

The paper devised and compared the performances of PID, fuzzy-tuned PID and fuzzy logic controller in an Active Front Wheel Steering system to stabilize a 9-DOF nonlinear passenger vehicle when subjected to lateral wind disturbance. The vehicle model was derived mathematically and verified with data from IPG CarMaker at a longitudinal speed of 80 km/h. Initially, the disturbance test was conducted using three lateral wind disturbance profiles to test for controller resiliency with zero steering input. Then, a simple but effective yaw rate observer was derived without compromising the linearity of the vehicle model to simulate the disturbance test with a double lane change (DLC) steering input. A more extreme disturbance magnitude was evaluated in the latter test using the developed control designs. The three controllers showed good performances in both disturbance tests, with fuzzy logic having the lowest error out of the three, which is less than 5% for using the estimated yaw rate observer.
基于模糊逻辑的横摆角速度估计的前轮主动转向系统
设计并比较了主动式前轮转向系统中PID、模糊自整定PID和模糊控制器的性能,以稳定受侧风干扰的九自由度非线性乘用车。在纵向速度为80 km/h的情况下,用IPG汽车公司的数据对模型进行了数学推导和验证。最初,在零转向输入的情况下,采用三种侧风扰动剖面进行扰动测试,以测试控制器的弹性。然后,在不影响车辆模型线性度的前提下,推导了一个简单有效的横摆角速度观测器,用于模拟双变道(DLC)转向输入的扰动试验。在使用开发的控制设计的后一种测试中,评估了更极端的干扰幅度。这三种控制器在两种干扰测试中都表现出良好的性能,其中模糊逻辑的误差最小,使用估计偏航率观测器时误差小于5%。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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