KMS Of Academy of mathematics and systems sciences, CAS
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 Publication | QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT
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ISSN | 1684-3703 |
Volume | 17Issue:1Pages:75-88 |
Abstract | Reliability 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. |
Keyword | Buehler confidence limits system reliability assessment coherent system exact confidence limits |
DOI | 10.1080/16843703.2018.1535766 |
Indexed By | SCI |
Language | 英语 |
Funding Project | National 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 Area | Engineering ; Operations Research & Management Science ; Mathematics |
WOS Subject | Engineering, Industrial ; Operations Research & Management Science ; Statistics & Probability |
WOS ID | WOS:000505145900005 |
Publisher | NCTU-NATIONAL CHIAO TUNG UNIV PRESS |
Citation statistics | |
Document Type | 期刊论文 |
Identifier | http://ir.amss.ac.cn/handle/2S8OKBNM/50520 |
Collection | 中国科学院数学与系统科学研究院 |
Corresponding Author | Hu, Qingpei |
Affiliation | 1.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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