扩展Birnbaum-Saunders分布的可靠性测试计划

Pub Date : 2021-06-30 DOI:10.13052/jrss0974-8024.14117
Jiju Gillariose, Lishamol Tomy
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引用次数: 2

摘要

伯恩鲍姆-桑德斯分布在统计文献中得到了广泛的研究,因为这种分布包含了几个有趣的性质。本文的目的是在Birnbaum-Saunders模型的基础上引入一种新的参数分布,并针对平均寿命试验在预定时间截断时推导出的扩展Birnbaum-Saunders分布提出一种新的接受抽样方案。对于固定实验时间与规定平均寿命之比的各种可接受数字、置信水平和值,计算出保证规定平均寿命所需的最小样本量。最后通过数值算例说明了计算结果。抽样计划的操作特征函数和生产者的风险,以及确保以预先分配的概率接受的实际平均寿命与指定平均寿命的比率被制成表格。本文给出了产品寿命采用扩展Birnbaum-Saunders分布时的新分布的相关特征和一种新的验收抽样方案。研究表明,随着试验终止时间的增加,所需的最优测试仪数量逐渐减少。此外,随着平均寿命比的增加,工作特征值也随之增加,这表明与平均寿命比较低的项目相比,平均寿命增加的项目被接受的概率更高。
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Reliability Test Plan for an Extended Birnbaum-Saunders Distribution
Birnbaum-Saunders distribution has been widely studied in statistical literature because this distribution accommodates several interesting properties. The purpose of this paper is to introduce a new parametric distribution based on the Birnbaum-Saunders model and develop a new acceptance sampling plans for derived extended Birnbaum-Saunders distribution when the mean lifetime test is truncated at a predetermined time. For various acceptance numbers, confidence levels and values of the ratio of the fixed experimental time to the specified mean life, the minimum sample size necessary to assure a specified mean lifetime worked out. The results are illustrated by a numerical example. The operating characteristic functions of the sampling plans and producer’s risk and the ratio of true mean life to a specified mean life that ensures acceptance with a pre-assigned probability are tabulated. This paper presents relevant characteristics of the new distribution and a new acceptance sampling plans when the lifetime of a product adopts an extended Birnbaum-Saunders distribution. Based on this study, the optimal number of testers demanded is decreases as test termination time increases. Moreover, the operating characteristic values increases as the mean life ratio increases, which indicate that items with increased mean life will be accepted with higher probability compared with items with lower mean life ratio.
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