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Research Article
Jun 8, 2020

System Reliability Analysis With Second-Order Saddlepoint Approximation

Publication: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering
Volume 6, Issue 4

Abstract

The second-order saddlepoint approximation (SOSPA) has been used for component reliability analysis for higher accuracy than the traditional second-order reliability method (SORM). This work extends the second-order saddlepoint approximation (SPA) to system reliability analysis. The joint distribution of all the component responses is approximated by a multivariate normal distribution. To maintain high accuracy of the approximation, the proposed method employs the second-order SPA to accurately generate the marginal distributions of the component responses; to simplify computations and achieve high efficiency, the proposed method estimates the covariance matrix of the multivariate normal distribution with the first-order approximation to the component responses. Examples demonstrate the high effectiveness of the second-order SPA method for system reliability analysis. This article is available in the ASME Digital Collection at https://doi.org/10.1115/1.4047217.

Information & Authors

Information

Published In

Go to ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering
Volume 6Issue 4December 2020

History

Received: Jun 8, 2019
Revision received: May 4, 2020
Published online: Jun 8, 2020
Published in print: Dec 1, 2020

Authors

Affiliations

Department of Mechanical and Energy Engineering, Indiana University–Purdue University Indianapolis, 723 W. Michigan Street, Indianapolis, IN 46202; School of Mechanical Engineering, Purdue University, West Lafayette, IN 47907 e-mail: [email protected]
Xiaoping Du [email protected]
Professor
Department of Mechanical and Energy Engineering, Indiana University–Purdue University Indianapolis, 723 W. Michigan Street, Indianapolis, IN 46202 e-mail: [email protected]

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