A Time-Variant Reliability Analysis Method Based on Stochastic Process Discretization

被引:110
|
作者
Jiang, C. [1 ]
Huang, X. P. [1 ]
Han, X. [1 ]
Zhang, D. Q. [1 ]
机构
[1] Hunan Univ, Coll Mech & Vehicle Engn, State Key Lab Adv Design & Mfg Vehicle Body, Changsha 410082, Hunan, Peoples R China
基金
美国国家科学基金会;
关键词
time-variant reliability; time-invariant reliability; stochastic process; out-crossing rate; FORM; 1ST PASSAGE; PROBABILITY; STATIONARY;
D O I
10.1115/1.4027865
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Time-variant reliability problems caused by deterioration in material properties, dynamic load uncertainty, and other causes are widespread among practical engineering applications. This study proposes a novel time-variant reliability analysis method based on stochastic process discretization (TRPD), which provides an effective analytical tool for assessing design reliability over the whole lifecycle of a complex structure. Using time discretization, a stochastic process can be converted into random variables, thereby transforming a time-variant reliability problem into a conventional time-invariant system reliability problem. By linearizing the limit-state function with the first-order reliability method (FORM) and furthermore, introducing a new random variable, the converted system reliability problem can be efficiently solved. The TRPD avoids the calculation of out-crossing rates, which simplifies the process of solving time-variant reliability problems and produces high computational efficiency. Finally, three numerical examples are used to verify the effectiveness of this approach.
引用
收藏
页数:11
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