Accelerated test models for system strength based on Birnbaum-Saunders distributions

被引:43
作者
Owen, WJ [1 ]
Padgett, WJ
机构
[1] Univ New Hampshire, Dept Math, Durham, NH 03824 USA
[2] Univ S Carolina, Dept Stat, Columbia, SC 29208 USA
基金
美国国家科学基金会;
关键词
carbon composite materials; cumulative damage; damage models; Fisher information; size effect; strength distributions;
D O I
10.1023/A:1009649428243
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Recent research in cumulative damage models for strengths of systems has yielded various statistical distributions that incorporate a system size variable and follow a generalized Birnbaum-Saunders form. These models can be unified as a three-parameter Birnbaum-Saunders-type family of distributions, where the third parameter arises from the size variable through the cumulative damage approach. In this paper, the generalized three-parameter Birnbaum-Saunders distribution is characterized, and examples of cumulative damage models for system strength that fit this form are given. Also, estimation and asymptotic theory are developed for the generalized distribution, and illustrations are presented for experimental strength data for carbon composite materials.
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页码:133 / 147
页数:15
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