Modeling and Controller Comparison for Quarter Car Suspension System by Using PID and Type-1 Fuzzy Logic

Author:

Çakan Abdullah1ORCID,Botsalı Fatih Mehmet1,Tinkir Mustafa2

Affiliation:

1. Selcuk University

2. Necmettin Erbakan University

Abstract

Ensuring vehicle drive comfort and securing drive safety are the leading topics among the most interested issues for researchers in vehicle dynamics area. In this paper, a method utilizing a linear actuator is proposed for active control of the vehicle vibrations which are caused by road profile, intending to improve drive comfort and safety of road vehicles. The mathematical model belonging to the system that is evaluated as two degrees of freedom quarter car suspension system is derived by using Lagrange Equation of Motion and MATLAB/Simulink software. In addition to modeling technique, dynamic model of proposed system is created in MSC-ADAMS software and it is simulated in both Matlab and Adams programs together. Moreover two different controllers are designed, which are PID and Artificial Neural Network Based Fuzzy Logic (ANNFL) control in order to use in active vibration control simulations. Performances of the designed controllers are examined and the suitability of the designed controllers is studied by comparing their performances in case of using two different road profile functions.

Publisher

Trans Tech Publications, Ltd.

Reference9 articles.

1. R. K. Pekgökgöz, M. A. Gürel, M. Bilgehan, M. Kısa, Actıve Suspension Of Cars Using Fuzzy Logic Controller Optımized By Genetic Algorithm, International Journal of Engineering and Applied Sciences (IJEAS), Vol. 2, Issue 4, (2010), pp.27-37.

2. E. D. John, J. E. D. Ekoru, O. A. Dahunsi, J. O. Pedro, PID Control of a Nonlinear Half-Car Active Suspension System via Force Feedback, IEEE Africon 2011 - The Falls Resort and Conference Centre, Livingstone, Zambia, 13 - 15 September (2011).

3. A. A. Aldair, W. J. Wang, A Neurofuzzy Controller for Full Vehicle Active Suspension Systems, Journal of Vibration and Control 18(12), (2011), p.1837–1854.

4. S. M. Fayyad, Constructing Control System for Active Suspension System, Contemporary Engineering Sciences, Vol. 5, (2012), no. 4, p.189 – 200.

5. İ. Eski, Control of Active Suspension System of Vehicles Using Artificial Neural Network Controller, Erciyes University, Graduate School of Natural and Applied Sciences Ph.D. Thesis, (2007).

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Investigation of the Suspension Characteristics of the Line Model of the Vehicle Using the Taguchi Method;International Journal of Applied Mechanics and Engineering;2022-12-01

2. ARI ALGORİTMASI (AA) VE PARÇACIK SÜRÜ OPTİMİZASYONU (PSO) KULLANARAK ÇEYREK ARAÇ MODELİ TASARIM PARAMETRELERİNİN BELİRLENMESİ;Konya Journal of Engineering Sciences;2021-09-01

3. Modeling and Analysis of Passive Suspension System Using Half Car Model Based on Hybrid Shock Absorber Model;Lecture Notes in Mechanical Engineering;2020-12-24

4. Designing PID Controller Based Semi-active Suspension System Using MATLAB Simulink;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2018

5. Multi-Objective Optimization on Ride Comfort and Handling Stability of the Articulated Dump Truck;2017 4th International Conference on Information Science and Control Engineering (ICISCE);2017-07

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