DocumentCode
1769256
Title
Non-intrusive polynomial chaos based mechanism reliability sensitivity analysis
Author
Shaohua Du ; Jianbin Guo ; Zitan Zhao ; Shengkui Zeng
Author_Institution
Sch. of Reliability & Syst. Eng., Beihang Univ., Beijing, China
fYear
2014
fDate
24-27 Aug. 2014
Firstpage
515
Lastpage
519
Abstract
Reliability Sensitivity Analysis aims at quantifying the influence of the change of the uncertain model inputs on the model reliability. The reliability sensitivity measures which are calculated through reliability sensitivity analysis will help a lot because they are used to identify the importance of the statistical characteristics of the uncertain parameters e.g. means, standard deviations, etc. In this paper, a new method is proposed for reliability sensitivity analysis of the mechanism. An airborne retractable mechanism is used to test our new method. Good agreement is observed between the results from the proposed method and the results calculated based on a large number of Monte Carlo simulations, which proves that the proposed method is applicable and efficient for the engineering cases.
Keywords
Monte Carlo methods; mechanical engineering; polynomials; reliability theory; sensitivity analysis; Monte Carlo simulations; airborne retractable mechanism; engineering cases; model reliability; nonintrusive polynomial chaos; reliability sensitivity analysis; reliability sensitivity measures; statistical characteristics; Computational modeling; Polynomials; Reliability engineering; Sensitivity analysis; Standards; polynomial chaos expansion; reliability; sensitivity;
fLanguage
English
Publisher
ieee
Conference_Titel
Prognostics and System Health Management Conference (PHM-2014 Hunan), 2014
Conference_Location
Zhangiiaijie
Print_ISBN
978-1-4799-7957-8
Type
conf
DOI
10.1109/PHM.2014.6988226
Filename
6988226
Link To Document