软传感器在柴油机排气系统部件剩余使用寿命预测中的应用

Martin Diesch, M. Dazer, Kevin Lucan, T. Bubolz, B. Bertsche
{"title":"软传感器在柴油机排气系统部件剩余使用寿命预测中的应用","authors":"Martin Diesch, M. Dazer, Kevin Lucan, T. Bubolz, B. Bertsche","doi":"10.1109/RAMS48030.2020.9153586","DOIUrl":null,"url":null,"abstract":"In this paper, the application of soft sensors for the estimation of the load on a component as well as the further use of the resulting load-time-signal are described. In the first step the exhaust system of diesel enignes as well as all unput and output variables are characterized. In the following step, the soft sensor is modelled to estimate the load on a component. Furthermore, the derivation of load spectra from the soft sensor and the future usage for the prediction of the remaining useful life are discussed.","PeriodicalId":360096,"journal":{"name":"2020 Annual Reliability and Maintainability Symposium (RAMS)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Soft Sensor Application to Predict Remaining Useful Life of Components of the Exhaust System of Diesel Engines\",\"authors\":\"Martin Diesch, M. Dazer, Kevin Lucan, T. Bubolz, B. Bertsche\",\"doi\":\"10.1109/RAMS48030.2020.9153586\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, the application of soft sensors for the estimation of the load on a component as well as the further use of the resulting load-time-signal are described. In the first step the exhaust system of diesel enignes as well as all unput and output variables are characterized. In the following step, the soft sensor is modelled to estimate the load on a component. Furthermore, the derivation of load spectra from the soft sensor and the future usage for the prediction of the remaining useful life are discussed.\",\"PeriodicalId\":360096,\"journal\":{\"name\":\"2020 Annual Reliability and Maintainability Symposium (RAMS)\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 Annual Reliability and Maintainability Symposium (RAMS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/RAMS48030.2020.9153586\",\"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 Annual Reliability and Maintainability Symposium (RAMS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/RAMS48030.2020.9153586","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

在本文中,应用软传感器的估计载荷上的一个组件,以及进一步使用由此产生的载荷-时间信号进行了描述。首先,对柴油机排气系统及其所有输入、输出变量进行了表征。在接下来的步骤中,对软传感器进行建模以估计组件上的负载。此外,本文还讨论了软传感器负载谱的推导以及未来在剩余使用寿命预测中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Soft Sensor Application to Predict Remaining Useful Life of Components of the Exhaust System of Diesel Engines
In this paper, the application of soft sensors for the estimation of the load on a component as well as the further use of the resulting load-time-signal are described. In the first step the exhaust system of diesel enignes as well as all unput and output variables are characterized. In the following step, the soft sensor is modelled to estimate the load on a component. Furthermore, the derivation of load spectra from the soft sensor and the future usage for the prediction of the remaining useful life are discussed.
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