The modified exponentiated-Weibull distribution for life-time modeling

被引:9
作者
Gera, AE
机构
来源
ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM - 1997 PROCEEDINGS: THE INTERNATIONAL SYMPOSIUM ON PRODUCT QUALITY & INTEGRITY | 1997年
关键词
life distribution; exponentiated Weibull distribution; MTBF; limited bandwidth; data analysis; failure rate bathtub curve;
D O I
10.1109/RAMS.1997.571690
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Recently, the so-called ''Exponentiated Weibull distribution'' has been offered as a simple generalization of the Weibull distribution. It is well suited for modeling bathtub failure rate lifetime data. A modified version of this distribution is presented to meet the problem of bandlimited input data on failure times. This is seen to yield a more pessimistic MTBF value which is more realistic in case of lack of information. The use of the new distribution for lifetime modeling of a bathtub type distribution is demonstrated using experimental data. A closed form series expansion is also supplied to exhibit the dependence of the MTBF upon the parameters of the distribution. This is shown to yield an upper bound on the value of the MTBF. In some cases it may serve as an efficient approximation for its evaluation.
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页码:149 / 152
页数:4
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