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Exact confidence limit for complex system reliability based on component test data
Du, Senyao1; Li, Zhaohui2,3; Yu, Dan2,3; Li, Dongmin2,3; Hu, Qingpei2,3
2020-01-02
Source PublicationQUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT
ISSN1684-3703
Volume17Issue:1Pages:75-88
AbstractReliability analysis for complex system is one of the most concerned problems in industry. On account of high cost of testing we often obtain a small size of sample, even only test data for components. In this article, an exact method for system reliability assessment will be presented generalized from the Buehler confidence limit. We give a suggestion on the choice of statistic order based on an estimate of system reliability which only relies on the true value of even for multiparameter model. In addition, we present an algorithm to solve the function with constraint set up in Buehler method. A three-component application is given to illustrate the algorithm. We also present some simulation studies to compare our proposed method with other widely applied methods.
KeywordBuehler confidence limits system reliability assessment coherent system exact confidence limits
DOI10.1080/16843703.2018.1535766
Indexed BySCI
Language英语
Funding ProjectNational Key R&D Programs of the Ministry of Science and Technology of China[2018YFB0704304] ; National Center for Mathematics and Interdisciplinary Sciences (CAS) ; Key Laboratory of Systems and Control (CAS)
WOS Research AreaEngineering ; Operations Research & Management Science ; Mathematics
WOS SubjectEngineering, Industrial ; Operations Research & Management Science ; Statistics & Probability
WOS IDWOS:000505145900005
PublisherNCTU-NATIONAL CHIAO TUNG UNIV PRESS
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/50520
Collection中国科学院数学与系统科学研究院
Corresponding AuthorHu, Qingpei
Affiliation1.Univ Sci & Technol China, Sch Management, Dept Stat & Finance, Hefei, Anhui, Peoples R China
2.Chinese Acad Sci, Acad Math & Syst Sci, Qual & Data Sci Ctr, Beijing, Peoples R China
3.Univ Chinese Acad Sci, Sch Math Sci, Beijing, Peoples R China
Recommended Citation
GB/T 7714
Du, Senyao,Li, Zhaohui,Yu, Dan,et al. Exact confidence limit for complex system reliability based on component test data[J]. QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT,2020,17(1):75-88.
APA Du, Senyao,Li, Zhaohui,Yu, Dan,Li, Dongmin,&Hu, Qingpei.(2020).Exact confidence limit for complex system reliability based on component test data.QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT,17(1),75-88.
MLA Du, Senyao,et al."Exact confidence limit for complex system reliability based on component test data".QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT 17.1(2020):75-88.
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