On a threshold representation for complex load-sharing systems

被引:2
作者
Li, Shuang [2 ]
Lynch, James [1 ]
机构
[1] Univ S Carolina, Dept Stat, Columbia, SC 29208 USA
[2] Fred Hutchinson Canc Res Ctr, Canc Prevent Program, Seattle, WA 98109 USA
关键词
Complex system; Load-sharing; System strength; Phase I/II failure; Breaking pattern; Threshold representation; Convolution of uniforms; Majorization; Normal approximation; FIBROUS MATERIALS; STRENGTH; DISTRIBUTIONS; FAILURE;
D O I
10.1016/j.jspi.2011.03.006
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Complex load-sharing systems are studied to incorporate dependencies among components through a load-sharing rule. As the load on the system increases, a series of cycles cif Phase I/II failures occur where Phase I failure is a single component failure, which then causes a cascade of component failures (Phase II) due to the load transfer as these components fail. A threshold representation for the process of system failure is given. This representation is a gamma-type mixture representation when the component strengths are independent exponentials. In this case, for a given breaking pattern the mixture is over the gamma scale parameter and is based on a convolution of uniforms defined by the load-sharing parameters. Such convolutions can be approximated by normal densities which reduces the dimension of the parameter space. This representation can be generalized to independent component strengths with arbitrary distributions by transforming the strength and load-sharing to pseudo-strength and pseudo-load-sharing rules. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:2811 / 2823
页数:13
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