文献详情
Bayesian accelerated acceptance sampling plans for a lognormal lifetime distribution under Type-I censoring
文献类型期刊
作者Li, Xiaoyang[1];Chen, Wenbin[2];Sun, Fuqiang[3];Liao, Haitao[4];Kang, Rui[5];Li, Renqing[6]
机构
通讯作者Liao, HT (reprint author), Univ Arkansas, Dept Ind Engn, Fayetteville, AR 72701 USA.
来源信息年:2018  卷:171  页码范围:78-86  
期刊信息RELIABILITY ENGINEERING & SYSTEM SAFETY影响因子和分区  ISSN:0951-8320
关键词Accelerated life testing; Sampling plan; Bayesian risks; Optimization
增刊正刊
摘要Developing an accelerated acceptance sampling plan (AASP) is essential to product reliability demonstration, particularly for a product designed to have high reliability and long lifetime. Because of acceleration, a decision on lot acceptance for the product can be quickly made while significantly reducing the total cost of testing. Traditionally, the parameters of an acceptance probability function used in AASP are assumed to be known in advance. However, it is often difficult, if not impossible, to determine the exact values of these parameters. On the other hand, prior information, including earlier test results and expert opinions, may be available for potential uses in planning such tests. In this paper, Bayesian designs of AASP are considered by taking full advantage of prior information to reduce the uncertainty in these important parameters so that significant testing resources (e.g., sample size and testing time) can be saved. In particular, a product with a lognormal lifetime distribution is studied, and two types of Bayesian AASPs under Type-I censoring are developed based on the product's operating characteristic (OC) curve. The first Bayesian AASP considers the risks of the producer and the consumer simultaneously, while the second one considers only the consumer's risk. The optimal sampling plans aim at minimizing the total costs of testing. The proposed AASPs are illustrated using two numerical examples. Sensitivity analysis on the selection of prior distribution is also performed to validate the robustness of the proposed Bayesian AASPs. In addition, a comparison study shows that the proposed test plans outperform the traditional AASPs with respect to the use of testing resources. (C) 2017 Elsevier Ltd. All rights reserved.
收录情况SCIE  EI(20174804467793)  
所属部门可靠性与系统工程学院
链接地址https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034976630&doi=10.1016%2fj.ress.2017.11.012&partnerID=40&md5=f1a9114a0be1145c68bec0cb5ec2d649
DOI10.1016/j.ress.2017.11.012
百度学术Bayesian accelerated acceptance sampling plans for a lognormal lifetime distribution under Type-I censoring
语言外文
人气指数66
浏览次数66
基金National Natural Science Foundation of China (NSFC) [51775020, 61104182, 61603018]
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