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Multiple-step stress accelerated life for Weibull Poisson distribution with type I censoring

机译:采用I型审查的多步应力加速了Weibull Poisson分布的寿命

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This article presents multi-step stress accelerated life tests based on type I censoring. It is assumed that the lifetime at design stress has the Weibull Poisson distribution. The scale parameter of the Weibull Poisson failure time at constant levels is assumed to have an inverse power law of the stress levels. Under the assumption of a cumulative exposure model, the maximum likelihood method is used to obtain the estimators of the model parameters. The optimal design of the accelerated life tests is studied according to the A-optimality criterion to specify the optimal stress change time and the optimal censoring time. Finally, the numerical studies are performed to illustrate the proposed procedures. Keywords : Cumulative Exposure Model, Lifetime Distribution, Step Stress ALT, Optimal Test Plan, A-Optimality.
机译:本文介绍了基于I型审查的多步应力加速寿命测试。假定在设计应力下的寿命具有威布尔泊松分布。假定处于恒定水平的Weibull Poisson破坏时间的比例参数具有应力水平的倒数幂定律。在累积暴露模型的假设下,使用最大似然法获得模型参数的估计量。根据A最优准则,研究了加速寿命试验的最优设计,以规定最优应力变化时间和最优检查时间。最后,进行数值研究以说明所提出的程序。关键字:累积暴露模型,寿命分布,阶跃应力ALT,最佳测试计划,A最优性。

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