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A reliability assessment approach for systems with heterogeneous component information
Xu, Jianyu1,2; Yu, Dan2; Hu, Qingpei2; Xie, Min1,3
2018
Source PublicationQUALITY ENGINEERING
ISSN0898-2112
Volume30Issue:4Pages:676-686
AbstractReliability assessment of complex systems is an important yet difficult task. The difficulty arises largely because of heterogeneous component-level data, for example, lifetime data, degradation data, component-level assessment results, and prior information. A method for reliability assessment is developed in this article for systems plagued by degradation and lifetime data. Our framework divides component-level information into two types. These two types are then combined using a systematic approach. This article describes the method along with some application examples that demonstrate the approach capable of overcoming several difficulties associated with conventional reliability assessment approaches.
Keywordcomponent information degradation models MLE pivot system reliability assessment Weibull distribution
DOI10.1080/08982112.2017.1402935
Language英语
Funding ProjectUniversity Grants Council of Hong Kong[T32-101/15-R] ; GRF[CityU 11203815] ; National Natural Science Foundation of China[71532008]
WOS Research AreaEngineering ; Mathematics
WOS SubjectEngineering, Industrial ; Statistics & Probability
WOS IDWOS:000459540000012
PublisherTAYLOR & FRANCIS INC
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/32657
Collection系统科学研究所
Affiliation1.City Univ Hong Kong, Shenzhen Res Inst, Shenzhen, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Beijing, Peoples R China
3.City Univ Hong Kong, Dept Syst Engn & Engn Management, Kowloon, Hong Kong, Peoples R China
Recommended Citation
GB/T 7714
Xu, Jianyu,Yu, Dan,Hu, Qingpei,et al. A reliability assessment approach for systems with heterogeneous component information[J]. QUALITY ENGINEERING,2018,30(4):676-686.
APA Xu, Jianyu,Yu, Dan,Hu, Qingpei,&Xie, Min.(2018).A reliability assessment approach for systems with heterogeneous component information.QUALITY ENGINEERING,30(4),676-686.
MLA Xu, Jianyu,et al."A reliability assessment approach for systems with heterogeneous component information".QUALITY ENGINEERING 30.4(2018):676-686.
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