基于引力搜索算法优化方向盘的三轴半挂车偏航控制

Muhamad Afiq Mohd Yussof, N. H. Amer, Z. A. Kadir, K. Hudha, M. S. Rahmat, M. H. Harun
{"title":"基于引力搜索算法优化方向盘的三轴半挂车偏航控制","authors":"Muhamad Afiq Mohd Yussof, N. H. Amer, Z. A. Kadir, K. Hudha, M. S. Rahmat, M. H. Harun","doi":"10.1109/ICSET51301.2020.9265398","DOIUrl":null,"url":null,"abstract":"Yaw stability in heavy vehicle have been one of the problem that is causing major road accidents nowadays. This paper presents the development and optimization of the yaw rejection control for truck semi-trailer using a steerable wheel located at the middle axles. This controller implemented aimed to minimize yaw disturbance which lateral stability on truck semi-trailer vehicles while maneuvering. The study includes 16 DOF of a truck model developed using Matlab software and the development of an electronic controller in the outer loop system for the yaw rejection control including a steerable wheel system placed at the middle axle on the truck vehicle. The system is controlled using a PID controller and optimized using Gravitational Search Algorithm (GSA). Then, the yaw rejection control which is the active model responses result is compared against the result from passive model responses in terms of magnitude and percentage of difference. In this study the controller was tested using two types of maneuverings, namely double and single lane change tests. Finally, it was shown that he optimized controller managed to improve the yaw rejection control performance.","PeriodicalId":299530,"journal":{"name":"2020 IEEE 10th International Conference on System Engineering and Technology (ICSET)","volume":"259 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-11-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Yaw Control of a 3-Axle Truck Semi-Trailer using Steerable-Wheel Optimized with Gravitational Search Algorithm\",\"authors\":\"Muhamad Afiq Mohd Yussof, N. H. Amer, Z. A. Kadir, K. Hudha, M. S. Rahmat, M. H. Harun\",\"doi\":\"10.1109/ICSET51301.2020.9265398\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Yaw stability in heavy vehicle have been one of the problem that is causing major road accidents nowadays. This paper presents the development and optimization of the yaw rejection control for truck semi-trailer using a steerable wheel located at the middle axles. This controller implemented aimed to minimize yaw disturbance which lateral stability on truck semi-trailer vehicles while maneuvering. The study includes 16 DOF of a truck model developed using Matlab software and the development of an electronic controller in the outer loop system for the yaw rejection control including a steerable wheel system placed at the middle axle on the truck vehicle. The system is controlled using a PID controller and optimized using Gravitational Search Algorithm (GSA). Then, the yaw rejection control which is the active model responses result is compared against the result from passive model responses in terms of magnitude and percentage of difference. In this study the controller was tested using two types of maneuverings, namely double and single lane change tests. Finally, it was shown that he optimized controller managed to improve the yaw rejection control performance.\",\"PeriodicalId\":299530,\"journal\":{\"name\":\"2020 IEEE 10th International Conference on System Engineering and Technology (ICSET)\",\"volume\":\"259 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-11-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 IEEE 10th International Conference on System Engineering and Technology (ICSET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSET51301.2020.9265398\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE 10th International Conference on System Engineering and Technology (ICSET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSET51301.2020.9265398","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

重型车辆的偏航稳定性问题一直是造成重大道路交通事故的主要原因之一。提出了一种采用中轴导向轮的载重半挂车抗偏航控制方法的开发与优化。该控制器设计的目的是为了最大限度地减小对载重半挂车机动时横向稳定性的偏航干扰。该研究包括利用Matlab软件开发的16自由度卡车模型,以及在外环系统中开发一个电子控制器,用于偏航抑制控制,其中包括放置在卡车中间轴上的方向盘系统。系统采用PID控制器进行控制,并采用重力搜索算法(GSA)进行优化。然后,将主动模型响应结果的偏航抑制控制与被动模型响应的结果在幅度和百分比方面进行比较。在本研究中,控制器使用两种类型的机动,即双变道和单变道测试。最后,实验结果表明,优化后的控制器能够有效地提高系统的抗偏航控制性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Yaw Control of a 3-Axle Truck Semi-Trailer using Steerable-Wheel Optimized with Gravitational Search Algorithm
Yaw stability in heavy vehicle have been one of the problem that is causing major road accidents nowadays. This paper presents the development and optimization of the yaw rejection control for truck semi-trailer using a steerable wheel located at the middle axles. This controller implemented aimed to minimize yaw disturbance which lateral stability on truck semi-trailer vehicles while maneuvering. The study includes 16 DOF of a truck model developed using Matlab software and the development of an electronic controller in the outer loop system for the yaw rejection control including a steerable wheel system placed at the middle axle on the truck vehicle. The system is controlled using a PID controller and optimized using Gravitational Search Algorithm (GSA). Then, the yaw rejection control which is the active model responses result is compared against the result from passive model responses in terms of magnitude and percentage of difference. In this study the controller was tested using two types of maneuverings, namely double and single lane change tests. Finally, it was shown that he optimized controller managed to improve the yaw rejection control performance.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信