基于遗传算法的自主地面车辆底盘设计与分析

Taher Deemyad, Ryan Moeller, Anish Sebastian
{"title":"基于遗传算法的自主地面车辆底盘设计与分析","authors":"Taher Deemyad, Ryan Moeller, Anish Sebastian","doi":"10.1109/IETC47856.2020.9249180","DOIUrl":null,"url":null,"abstract":"This paper analyzes the design of a prototype chassis for an autonomous ground vehicle (AGV). This prototype is a four-wheel powered vehicle which would be used for identifying and removal of potatoes affected by virus Y (PVY) in the field. Potato fields are fraught with rough terrain and deep irrigation ruts. Navigation of such a terrain is very challenging and demanding on the robot chassis. An optimization routine was used for finding the ideal size and material for the chassis. Seven different stress analysis were conducted to help narrow down the chassis design and material for the prototype. In addition to a general overview of the various vehicle sub-systems, a detailed description of the force and stress analysis for the chassis of this vehicle is provided. All stress analysis for this chassis passed the design requirements in CAD model (SolidWorks) and has been built and tested in the field.","PeriodicalId":186446,"journal":{"name":"2020 Intermountain Engineering, Technology and Computing (IETC)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":"{\"title\":\"Chassis Design and Analysis of an Autonomous Ground Vehicle (AGV) using Genetic Algorithm\",\"authors\":\"Taher Deemyad, Ryan Moeller, Anish Sebastian\",\"doi\":\"10.1109/IETC47856.2020.9249180\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper analyzes the design of a prototype chassis for an autonomous ground vehicle (AGV). This prototype is a four-wheel powered vehicle which would be used for identifying and removal of potatoes affected by virus Y (PVY) in the field. Potato fields are fraught with rough terrain and deep irrigation ruts. Navigation of such a terrain is very challenging and demanding on the robot chassis. An optimization routine was used for finding the ideal size and material for the chassis. Seven different stress analysis were conducted to help narrow down the chassis design and material for the prototype. In addition to a general overview of the various vehicle sub-systems, a detailed description of the force and stress analysis for the chassis of this vehicle is provided. All stress analysis for this chassis passed the design requirements in CAD model (SolidWorks) and has been built and tested in the field.\",\"PeriodicalId\":186446,\"journal\":{\"name\":\"2020 Intermountain Engineering, Technology and Computing (IETC)\",\"volume\":\"8 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 Intermountain Engineering, Technology and Computing (IETC)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IETC47856.2020.9249180\",\"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 Intermountain Engineering, Technology and Computing (IETC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IETC47856.2020.9249180","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6

摘要

本文分析了自主地面车辆(AGV)原型底盘的设计。这种原型车是一种四轮动力车辆,将用于识别和清除田间受Y病毒(PVY)影响的土豆。马铃薯地充满了崎岖的地形和深深的灌溉沟。在这样的地形中导航对机器人底盘的要求非常高。利用优化程序寻找理想的底盘尺寸和材料。进行了7种不同的应力分析,以帮助缩小底盘设计和原型材料的范围。除了对各种车辆子系统的总体概述外,还提供了该车辆底盘的受力和应力分析的详细描述。该底盘的所有应力分析均通过了CAD模型(SolidWorks)的设计要求,并在现场进行了搭建和测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Chassis Design and Analysis of an Autonomous Ground Vehicle (AGV) using Genetic Algorithm
This paper analyzes the design of a prototype chassis for an autonomous ground vehicle (AGV). This prototype is a four-wheel powered vehicle which would be used for identifying and removal of potatoes affected by virus Y (PVY) in the field. Potato fields are fraught with rough terrain and deep irrigation ruts. Navigation of such a terrain is very challenging and demanding on the robot chassis. An optimization routine was used for finding the ideal size and material for the chassis. Seven different stress analysis were conducted to help narrow down the chassis design and material for the prototype. In addition to a general overview of the various vehicle sub-systems, a detailed description of the force and stress analysis for the chassis of this vehicle is provided. All stress analysis for this chassis passed the design requirements in CAD model (SolidWorks) and has been built and tested in the field.
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
期刊最新文献
Virtual Reality Training in Electric Utility Sector - An Underground Application Study Case Different assignments as different contexts: predictors across assignments and outcome measures in CS1 2020 Intermountain Engineering, Technology and Computing (IETC) Micromachining of Silicon Carbide using Wire Electrical Discharge Machining Stereophonic Frequency Modulation using MATLAB: An Undergraduate Research Project
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1