A Comparison of PM2 and CE Growth Planning Models Based on Parameters Analysis

Zhongsheng Li, Jin Fan, Changjun Wu, H. Tao, Peitong Wang, Yi-Ling Zhang
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Abstract

To obtain the reliable growth planning curve in the whole process of reliability growth test, reliability growth planning technology has developed and become an important part of the reliability growth plan. Reliability growth planning models, are generally used to describe reliability growth plans and produce growth planning curves. It is found that two widely used models, CE model and PM2 model, can produce very different growth planning curves even under the same input conditions. However, there are few papers to study the relationship and difference of these two models. This paper gives a comparison of the two models by studying on the relationships between the parameters of two models and the corresponding planning curves, considering that planning models are always influenced by their intrinsic parameters. The results show that, CE Model can correctly reflect the effect of Fix Effectiveness Factor and Management Strategy change on growth planning curve. In contrast, PM2 Model can not correctly reflect the effect of the two parameters change on growth planning curve. From this point of view, the CE Model seems more reasonable and acceptable than the PM2 Model.
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基于参数分析的PM2与CE增长规划模型比较
为了获得可靠性增长试验全过程的可靠性增长规划曲线,可靠性增长规划技术得到了发展,并成为可靠性增长计划的重要组成部分。可靠性增长计划模型,一般用于描述可靠性增长计划并生成增长计划曲线。研究发现,即使在相同的投入条件下,CE模型和PM2模型这两种被广泛使用的模型也能产生非常不同的生长规划曲线。然而,研究这两种模式之间的关系和差异的论文却很少。考虑到规划模型总是受其固有参数的影响,本文通过研究两种模型的参数与相应规划曲线之间的关系,对两种模型进行了比较。结果表明,CE模型能较好地反映固定效用因子和管理策略变化对成长规划曲线的影响。相比之下,PM2模型不能正确反映这两个参数变化对生长规划曲线的影响。从这个角度来看,CE模型似乎比PM2模型更合理和可接受。
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