AGV故障检测试验台的研制

M. Dares, Kai Woon Goh, Ye Sheng Koh, C. F. Yeong, E. Su, Ping Hua Tan
{"title":"AGV故障检测试验台的研制","authors":"M. Dares, Kai Woon Goh, Ye Sheng Koh, C. F. Yeong, E. Su, Ping Hua Tan","doi":"10.1109/ICCAR49639.2020.9107977","DOIUrl":null,"url":null,"abstract":"Modern machines are still susceptible to faults and breakdown. On the onset of Industry 4.0, machines are equipped with various sensors. This paper describes the development of an (Automated Guided Vehicle) AGV to be used as a test bed to simulate fault condition and generate sensor data which can be used to generate fault detecting models. The AGV is a two wheels differential drive mobile robot with motor on each wheel. The AGV is controlled by a microcontroller board connected to a Single Board Computer (SBC). Sensors are installed to monitor the performance of the AGV and the data generated by these sensors are logged to the SBC. The AGV and its sensors are tested. The AGV is functional, can simulate simple fault and fault detection.","PeriodicalId":412255,"journal":{"name":"2020 6th International Conference on Control, Automation and Robotics (ICCAR)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Development of AGV as Test Bed for Fault Detection\",\"authors\":\"M. Dares, Kai Woon Goh, Ye Sheng Koh, C. F. Yeong, E. Su, Ping Hua Tan\",\"doi\":\"10.1109/ICCAR49639.2020.9107977\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Modern machines are still susceptible to faults and breakdown. On the onset of Industry 4.0, machines are equipped with various sensors. This paper describes the development of an (Automated Guided Vehicle) AGV to be used as a test bed to simulate fault condition and generate sensor data which can be used to generate fault detecting models. The AGV is a two wheels differential drive mobile robot with motor on each wheel. The AGV is controlled by a microcontroller board connected to a Single Board Computer (SBC). Sensors are installed to monitor the performance of the AGV and the data generated by these sensors are logged to the SBC. The AGV and its sensors are tested. The AGV is functional, can simulate simple fault and fault detection.\",\"PeriodicalId\":412255,\"journal\":{\"name\":\"2020 6th International Conference on Control, Automation and Robotics (ICCAR)\",\"volume\":\"16 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 6th International Conference on Control, Automation and Robotics (ICCAR)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCAR49639.2020.9107977\",\"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 6th International Conference on Control, Automation and Robotics (ICCAR)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCAR49639.2020.9107977","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

现代机器仍然容易出故障。在工业4.0开始时,机器配备了各种传感器。本文介绍了一种自动导引车AGV的研制,该AGV可作为模拟故障状态和生成传感器数据的试验台,传感器数据可用于生成故障检测模型。AGV是一种两轮差动驱动移动机器人,每个车轮上都有电机。AGV由连接到单板计算机(SBC)的微控制器板控制。安装传感器来监控AGV的性能,并将这些传感器产生的数据记录到SBC。对AGV及其传感器进行了测试。该AGV功能齐全,可以模拟简单故障并进行故障检测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development of AGV as Test Bed for Fault Detection
Modern machines are still susceptible to faults and breakdown. On the onset of Industry 4.0, machines are equipped with various sensors. This paper describes the development of an (Automated Guided Vehicle) AGV to be used as a test bed to simulate fault condition and generate sensor data which can be used to generate fault detecting models. The AGV is a two wheels differential drive mobile robot with motor on each wheel. The AGV is controlled by a microcontroller board connected to a Single Board Computer (SBC). Sensors are installed to monitor the performance of the AGV and the data generated by these sensors are logged to the SBC. The AGV and its sensors are tested. The AGV is functional, can simulate simple fault and fault detection.
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:481959085
Book学术官方微信