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Structural and Multidisciplinary Optimization
Erschienen in: Structural and Multidisciplinary Optimization 1/2017

09.02.2017 | RESEARCH PAPER

Temporal and spatial multi-parameter dynamic reliability and global reliability sensitivity analysis based on the extreme value moments

verfasst von: Yan Shi, Zhenzhou Lu, Kai Cheng, Yicheng Zhou

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 1/2017

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Abstract

Aiming at efficiently estimating the dynamic failure probability with multiple temporal and spatial parameters and analyzing the global reliability sensitivity of the dynamic problem, a method is presented on the moment estimation of the extreme value of the dynamic limit state function. Firstly, two strategies are proposed to estimate the dynamic failure probability. One strategy is combining sparse grid technique for the extreme value moments with the fourth-moment method for the dynamic failure probability. Another is combining dimensional reduction method for fractional extreme value moments and the maximum entropy for dynamic failure probability. In the proposed two strategies, the key step is how to determine the temporal and spatial parameters where the dynamic limit state function takes their minimum value. This issue is efficiently addressed by solving the differential equations satisfying the extreme value condition. Secondly, three-point estimation is used to evaluate the global dynamic reliability sensitivity by combining with the dynamic failure probability method. The significance and the effectiveness of the proposed methods for estimating the temporal and spatial multi-parameter dynamic reliability and global sensitivity indices are demonstrated with several examples.
Vorheriger Artikel Improved hybrid cellular automata for crashworthiness optimization of thin-walled structures
Nächster Artikel Design of materials using hybrid cellular automata

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Metadaten
Titel
Temporal and spatial multi-parameter dynamic reliability and global reliability sensitivity analysis based on the extreme value moments
verfasst von
Yan Shi
Zhenzhou Lu
Kai Cheng
Yicheng Zhou
Publikationsdatum
09.02.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 1/2017
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-017-1651-2

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