Degradation Models With Wiener Diffusion Processes Under Calibrations

被引:48
作者
Cui, Lirong [1 ]
Huang, Jinbo [1 ]
Li, Yan [1 ]
机构
[1] Beijing Inst Technol, Sch Management & Econ, Beijing 100081, Peoples R China
基金
美国国家科学基金会;
关键词
Degradation model; diffusion process; calibration; reliability; first passage time; stochastic differential equation; RELIABILITY;
D O I
10.1109/TR.2015.2484075
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, two degradation models are developed in terms of degradation signals of systems with some Wiener diffusion processes under pre-specified periodical calibrations. Some detailed results on two models are given by solving some recursive equations. The system reliability is defined as the probability that the degradation signals do not exceed a threshold value by time t. Two methods for getting the system reliability are presented: one is a stochastic process-based method in terms of recent results on the distribution of the first passage time, and the other is based on partial differential equations with absorbing boundary conditions. The moments of lifetime (first passage time) also are given based on both methods. Some extended questions and results are discussed for more general situations, and finally discussions and conclusions are presented.
引用
收藏
页码:613 / 623
页数:11
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