具有可变硬失效阈值的多依赖竞争失效过程多部件系统可靠性建模

Xiaomeng Guan, Guangyan Zhao, Jie Xuan
{"title":"具有可变硬失效阈值的多依赖竞争失效过程多部件系统可靠性建模","authors":"Xiaomeng Guan, Guangyan Zhao, Jie Xuan","doi":"10.1109/PHM.2017.8079117","DOIUrl":null,"url":null,"abstract":"For complex multi-unit systems whose sub-unit suffering multiple dependent competing failure processes (MDCFP) with shifting hard failure threshold, new multiple-component system models were developed in this paper. The previous studies about reliability analysis have focused on a single unit or simple system with s-independent failure processes and failure times. The new models are different from previous studies by extending unit-level degradation model to the system level. In this paper, each component in the system can be invalid owing to a hard failure process or a soft failure process. These failure processes mentioned-above are not only competing but also dependent and whichever happens first, the component fails. Moreover, the hard failure threshold can change due to the increment of the total degradation. Then, the reliability models for series, parallel, series-parallel system were derived respectively. Finally, numerical examples about Micro-electro-mechanical System (MEMS) are illustrated to verify the developed models and the results are effective. These models could be applied in MEMS or used in many other similar systems.","PeriodicalId":281875,"journal":{"name":"2017 Prognostics and System Health Management Conference (PHM-Harbin)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Reliability modeling for multi-component systems subject to multiple dependent competing failure processes with shifting hard failure threshold\",\"authors\":\"Xiaomeng Guan, Guangyan Zhao, Jie Xuan\",\"doi\":\"10.1109/PHM.2017.8079117\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"For complex multi-unit systems whose sub-unit suffering multiple dependent competing failure processes (MDCFP) with shifting hard failure threshold, new multiple-component system models were developed in this paper. The previous studies about reliability analysis have focused on a single unit or simple system with s-independent failure processes and failure times. The new models are different from previous studies by extending unit-level degradation model to the system level. In this paper, each component in the system can be invalid owing to a hard failure process or a soft failure process. These failure processes mentioned-above are not only competing but also dependent and whichever happens first, the component fails. Moreover, the hard failure threshold can change due to the increment of the total degradation. Then, the reliability models for series, parallel, series-parallel system were derived respectively. Finally, numerical examples about Micro-electro-mechanical System (MEMS) are illustrated to verify the developed models and the results are effective. These models could be applied in MEMS or used in many other similar systems.\",\"PeriodicalId\":281875,\"journal\":{\"name\":\"2017 Prognostics and System Health Management Conference (PHM-Harbin)\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 Prognostics and System Health Management Conference (PHM-Harbin)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PHM.2017.8079117\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Prognostics and System Health Management Conference (PHM-Harbin)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PHM.2017.8079117","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

针对子单元遭受多依赖竞争失效过程(MDCFP)且硬失效阈值变化的复杂多单元系统,建立了新的多部件系统模型。以往关于可靠性分析的研究主要集中在单个单元或具有s独立故障过程和故障时间的简单系统上。与以往的研究不同,新模型将单元级退化模型扩展到系统级。在本文中,系统中的每个部件都可能由于硬故障过程或软故障过程而失效。上面提到的这些失败过程不仅相互竞争,而且相互依赖,无论哪个先发生,组件都会失败。此外,硬失效阈值会随着总退化量的增加而变化。然后分别推导了串联、并联、串并联系统的可靠性模型。最后,以微机电系统(MEMS)为例,验证了所建模型的有效性。这些模型可以应用于MEMS或许多其他类似的系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reliability modeling for multi-component systems subject to multiple dependent competing failure processes with shifting hard failure threshold
For complex multi-unit systems whose sub-unit suffering multiple dependent competing failure processes (MDCFP) with shifting hard failure threshold, new multiple-component system models were developed in this paper. The previous studies about reliability analysis have focused on a single unit or simple system with s-independent failure processes and failure times. The new models are different from previous studies by extending unit-level degradation model to the system level. In this paper, each component in the system can be invalid owing to a hard failure process or a soft failure process. These failure processes mentioned-above are not only competing but also dependent and whichever happens first, the component fails. Moreover, the hard failure threshold can change due to the increment of the total degradation. Then, the reliability models for series, parallel, series-parallel system were derived respectively. Finally, numerical examples about Micro-electro-mechanical System (MEMS) are illustrated to verify the developed models and the results are effective. These models could be applied in MEMS or used in many other similar systems.
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