A modified Weibull extension with bathtub-shaped failure rate function

被引:355
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
相关论文
共 14 条
[1]   HOW TO IDENTIFY A BATHTUB HAZARD RATE [J].
AARSET, MV .
IEEE TRANSACTIONS ON RELIABILITY, 1987, 36 (01) :106-108
[2]   A new two-parameter lifetime distribution with bathtub shape or increasing failure rate function [J].
Chen, ZM .
STATISTICS & PROBABILITY LETTERS, 2000, 49 (02) :155-161
[4]   MODELING FAILURE-DATA BY MIXTURE OF 2 WEIBULL-DISTRIBUTIONS - A GRAPHICAL APPROACH [J].
JIANG, R ;
MURTHY, DNP .
IEEE TRANSACTIONS ON RELIABILITY, 1995, 44 (03) :477-488
[5]   The exponentiated Weibull family: A graphical approach [J].
Jiang, R ;
Murthy, DNP .
IEEE TRANSACTIONS ON RELIABILITY, 1999, 48 (01) :68-72
[6]   RELIABILITY MODELING INVOLVING 2 WEIBULL-DISTRIBUTIONS [J].
JIANG, R ;
MURTHY, DNP .
RELIABILITY ENGINEERING & SYSTEM SAFETY, 1995, 47 (03) :187-198
[7]   GRAPHICAL REPRESENTATION OF 2 MIXED-WEIBULL DISTRIBUTIONS [J].
JIANG, SY ;
KECECIOGLU, D .
IEEE TRANSACTIONS ON RELIABILITY, 1992, 41 (02) :241-247
[8]  
LAI CD, 2001, ADV RELIABILITY HDB, V20, P69
[9]   BATHTUB FAILURE RATE AND UPSIDE-DOWN BATHTUB MEAN RESIDUAL LIFE [J].
MI, J .
IEEE TRANSACTIONS ON RELIABILITY, 1995, 44 (03) :388-391
[10]   EXPONENTIATED WEIBULL FAMILY FOR ANALYZING BATHTUB FAILURE-RATE DATA [J].
MUDHOLKAR, GS ;
SRIVASTAVA, DK .
IEEE TRANSACTIONS ON RELIABILITY, 1993, 42 (02) :299-302