A modified Weibull extension with bathtub-shaped failure rate function

被引:361
作者
Xie, M [1 ]
Tang, Y [1 ]
Goh, TN [1 ]
机构
[1] Natl Univ Singapore, Dept Ind & Syst Engn, Singapore 119260, Singapore
关键词
Weibull distribution; bathtub curve; failure rate function; Weibull probability plot; parameter estimation;
D O I
10.1016/S0951-8320(02)00022-4
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Models with bathtub-shaped failure rate function are useful in reliability analysis, and particularly in reliability related decision making and cost analysis. The traditional Weibull distribution is, however, unable to model the complete lifetime of systems with a bathtub-shaped failure rate function. In this paper, a new model, which is useful for modeling this type of failure rate function, is presented. The model can also be seen as a generalization of the Weibull distribution. Parameter estimation methods are studied for this new distribution. Examples and results of comparison are shown to illustrate the applicability of this new model. (C) 2002 Published by Elsevier Science Ltd.
引用
收藏
页码:279 / 285
页数:7
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