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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
发表期刊QUALITY TECHNOLOGY AND QUANTITATIVE MANAGEMENT
ISSN1684-3703
卷号17期号:1页码:75-88
摘要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.
关键词Buehler confidence limits system reliability assessment coherent system exact confidence limits
DOI10.1080/16843703.2018.1535766
收录类别SCI
语种英语
资助项目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研究方向Engineering ; Operations Research & Management Science ; Mathematics
WOS类目Engineering, Industrial ; Operations Research & Management Science ; Statistics & Probability
WOS记录号WOS:000505145900005
出版者NCTU-NATIONAL CHIAO TUNG UNIV PRESS
引用统计
文献类型期刊论文
条目标识符http://ir.amss.ac.cn/handle/2S8OKBNM/50520
专题中国科学院数学与系统科学研究院
通讯作者Hu, Qingpei
作者单位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
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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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