Design of ABS sliding mode control system for in-wheel motor vehicle based on road recognition

Author:

Zhu Shuaiwei1ORCID,Fan Xiaobin1ORCID,Qi Gengxin1ORCID,Wang Pan1ORCID,Chen Xinbo2

Affiliation:

1. School of Mechanical and Power Engineering, Henan Polytechnic University, Jiaozuo, P.R. China

2. China North Vehicle Research Institute, Beijing, China

Abstract

Aiming at the problem that the current ABS control algorithm cann’t make full use of the ground braking force to complete the braking when the complex road surface is in emergency braking, the ABS sliding mode variable structure control method based on road surface identification is proposed. Combined with the in-wheel motor of in-wheel motor electric vehicle, a coordinated control method of motor hydraulic composite is designed. Based on the fuzzy logic control method, the road adhesion coefficient is estimated to realize the identification of typical roads and dynamically obtain the optimal slip rate of different roads. The ABS sliding mode variable structure controller is designed with the optimal slip ratio and the actual slip ratio as input, and the saturation function is used to replace the sign function in the traditional sliding mode variable structure control to weaken the ’ chattering ’ phenomenon in the sliding mode variable structure control, and then the ABS controller is designed. Taking the experimental prototype vehicle driven by four-wheel hub motor as the research object, an eight-degree-of-freedom dynamic simulation model of the whole vehicle is established. Compared with the traditional PID controller, the braking time is shortened by 0.2 s and the braking distance is shortened by 2.3 m, which shows the feasibility of the designed controller. Through the simulation braking experiment of the docking road, the adaptability and real-time performance of the ABS sliding mode controller are verified, and the importance of the road adhesion coefficient identification to the ABS controller is verified.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference27 articles.

1. Integrated control strategy of composite braking and ABS based on road recognition;He;Journal of Jiangsu University (Natural Science Edition),2020

2. Estimation of road adhesion coefficient based on improved keras model [J];Lin;Journal of Mechanical Engineering,2021

3. Design, analysis and experimental research of an automobile braking simulation test-bed with real-time adjustable adhesion coefficient [J];Wang;Chinese Journal of Scientific Instrument,2021

4. Summarization of development status of road adhesion coefficient estimation technology [J];Yu;Automotive Engineering,2006

5. Tyreroad friction coefficient estimation based on the discrete-time extended Kalman Filter [J];Enisz;Journal of Vehicle Engineering,2015

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3