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Optimum Accelerated Life Test Plans for Log-Location-Scale Distributions with Multiple objectives

机译:具有多个目标的日志位置级分布的最佳加速生命试验计划

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Most of the previous work on planning accelerated life tests (ALTs) is focused on a sole estimating objective, such as some specified 100p-th quantitle lifetime, the reliability of the product over some specified period of time, and accelerating factor. However, it is impossible to estimate only a single objective parameter after conducting such costly tests. In this paper, we consider optimum constant stress ALT plans with multiple estimating objectives. We suggest two kinds of design criteria: one is minimizing the absolute difference between the variance of each objective and its minimum variance, and the other is minimizing the relative difference. A Weibull model is used to compare the proposed plans with other test plans in the literature for various combinations of planned value of the model parameters. The results show that the proposed plans provide acceptable precision of estimation, and the precision is much higher than the precision of estimation based on D-optimal plans.
机译:以前的大多数关于规划加速寿命测试(ALTS)的工作都集中在唯一的估算目标上,例如一些指定的第100P-Th定量寿命,产品的可靠性在某些指定的时间内,加速因素。然而,在进行这种昂贵的测试之后,不可能仅估计单个目标参数。在本文中,我们考虑了具有多种估计目标的最佳恒定压力alt计划。我们建议两种设计标准:一个是最小化每个目标的方差与其最小方差之间的绝对差异,另一个是最小化相对差异。威布尔模型用于将建议的计划与文献中的其他测试计划进行比较,以了解模型参数的各种组合。结果表明,拟议的计划提供了可接受的估计精度,精度远高于基于D-Optimal计划的估计精度。

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