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Planning failure-censored constant-stress par tially accelerated life test

机译:计划失效检查的恒应力部分加速寿命试验

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摘要

This article deals with the case of the failure-censored constant-stress partial y accelerated life test (CSPALT) for highly reliable materials or products assuming the Pareto distribution of the second kind. The maximum likelihood (ML) method is used to estimate the parameters of the CSPALT model. The performance of ML estimators is investigated via their mean square error. Also, the average confidence interval length (IL) and the associated co-verage probability (CP) are obtained. Moreover, optimum CSPALT plans that determine the optimal proportion of the test units al-located to each stress are developed. Such optimum test plans minimize the generalized asymptotic variance (GAV) of the ML estimators of the model parameters. For il ustration, Monte Carlo simulation studies are given and a real life example is provided.
机译:本文处理的情况是假设第二种帕累托分布的,对于高度可靠的材料或产品的以故障为前提的恒定应力局部y加速寿命试验(CSPALT)。最大似然(ML)方法用于估计CSPALT模型的参数。通过均方误差研究ML估计量的性能。同样,获得平均置信区间长度(IL)和相关联的平均概率(CP)。此外,制定了最佳CSPA​​LT计划,该计划确定了分配给每个应力的测试单元的最佳比例。此类最佳测试计划可将模型参数的ML估计器的广义渐近方差(GAV)降至最低。为了说明起见,给出了蒙特卡洛模拟研究并提供了一个真实的例子。

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  • 来源
    《系统工程与电子技术(英文版)》 |2015年第3期|644-650|共7页
  • 作者单位

    Department of Statistics and 0perations Research, College of Science, King Saud University, Riyadh 11451, Saudi Arabia;

    Department of Statistics and 0perations Research, College of Science, King Saud University, Riyadh 11451, Saudi Arabia;

  • 收录信息 中国科学引文数据库(CSCD);
  • 原文格式 PDF
  • 正文语种 eng
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