Weibull model selection for reliability modelling

Weibull model selection for reliability modelling
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DOI:
10.1016/j.ress.2004.01.014
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发表时间:
2004-12
期刊:
Reliab. Eng. Syst. Saf.
影响因子:
--
通讯作者:
D. Murthy;M. Bulmer;J. Eccleston
D. Murthy;M. Bulmer;J. Eccleston
中科院分区:
其他
文献类型:
--
作者:
D. Murthy;M. Bulmer;J. Eccleston

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从两参数威布尔分布推导出大量模型,称为威布尔模型。它们表现出广泛的密度和危险函数的形状,这使得它们适合于模拟复杂的故障数据集。WPP和IWPP图允许人们以系统的方式确定这些模型中的一个或多个是否适合于对给定数据集进行建模。本文探讨了这一问题。
A large number of models have been derived from the two-parameter Weibull distribution and are referred to as Weibull models. They exhibit a wide range of shapes for the density and hazard functions, which makes them suitable for modelling complex failure data sets. The WPP and IWPP plot allows one to determine in a systematic manner if one or more of these models are suitable for modelling a given data set. This paper deals with this topic.