基于顺序统计量的可靠性验收抽样方案优化设计

Q3 Mathematics Stochastics and Quality Control Pub Date : 2019-11-08 DOI:10.1515/eqc-2019-0012
Mahesh Kumar, P. C. Ramyamol
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引用次数: 2

摘要

顺序统计量的概念是由Kamps在1995年提出的。在本文中,我们推导了一个接受抽样计划,为单位具有指数分布的寿命,使用顺序顺序统计。基于恒应力加速寿命试验的渐进式II型截尾数据,我们得到了指数分布参数的最大似然估计。在此基础上,假设了对数线性寿命-应力关系,导出了指数分布参数估计量的精确分布。抽样方案的参数是通过最小化满足通常概率要求的期望总测试成本来获得的。表格中列出了一些数值结果来说明我们的计划。
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Optimal Design of Reliability Acceptance Sampling Plan Based on Sequential Order Statistics
Abstract The concept of sequential order statistics were introduced by Kamps in 1995. In this article, we derive an acceptance sampling plan, for units having exponentially distributed lifetime, using sequential order statistics. Based on data obtained from progressive type II censoring using constant stress accelerated life tests, we obtain the maximum likelihood estimates of the parameters of the exponential distribution. Further, a log linear life-stress relationship is assumed to derive the exact distributions of the estimators of the parameters of exponential distribution. The parameters of the sampling scheme are obtained by minimizing expected total testing cost satisfying usual probability requirements. Some numerical results are presented in a table to illustrate our plans.
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来源期刊
Stochastics and Quality Control
Stochastics and Quality Control Mathematics-Discrete Mathematics and Combinatorics
CiteScore
1.10
自引率
0.00%
发文量
12
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