This paper proposes a single-loop system reliability-based design optimization (SRBDO) approach using the recently developed matrix-based system reliability (MSR) method. A single-loop method was employed to eliminate the inner-loop of SRBDO that evaluates probabilistic constraints. The MSR method enables us to compute the system failure probability and its parameter sensitivities efficiently and accurately through convenient matrix calculations. The SRBDO/MSR approach proposed in this paper is applicable to general systems including series, parallel, cut-set, and link-set system events. After a brief overview on SRBDO algorithms and the MSR method, the SRBDO/MSR approach is introduced and demonstrated by three numerical examples. The first example deals with the optimal design of a combustion engine, in which the failure is described as a series system event. In the second example, the cross-sectional areas of the members of a statically indeterminate truss structure are determined for minimum total weight with a constraint on the probability of collapse. In the third example, the redistribution of the loads caused by member failures is considered for the truss system in the second example. The results based on different optimization approaches are compared for further investigation. Monte Carlo simulation is performed in each example to confirm the accuracy of the system failure probability computed by the MSR method.
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e-mail: tnguyen3@illinois.edu
e-mail: junho@illinois.edu
e-mail: paulino@illinois.edu
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January 2010
Research Papers
Single-Loop System Reliability-Based Design Optimization Using Matrix-Based System Reliability Method: Theory and Applications
Tam H. Nguyen,
Tam H. Nguyen
Department of Civil and Environmental Engineering,
e-mail: tnguyen3@illinois.edu
University of Illinois
, Urbana, IL 61801
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Junho Song,
Junho Song
Assistant Professor
Department of Civil and Environmental Engineering,
e-mail: junho@illinois.edu
University of Illinois
, Urbana, IL 61801
Search for other works by this author on:
Glaucio H. Paulino
Glaucio H. Paulino
Donald Biggar Willett Professor in Engineering
Department of Civil and Environmental Engineering,
e-mail: paulino@illinois.edu
University of Illinois
, Urbana, IL 61801
Search for other works by this author on:
Tam H. Nguyen
Department of Civil and Environmental Engineering,
University of Illinois
, Urbana, IL 61801e-mail: tnguyen3@illinois.edu
Junho Song
Assistant Professor
Department of Civil and Environmental Engineering,
University of Illinois
, Urbana, IL 61801e-mail: junho@illinois.edu
Glaucio H. Paulino
Donald Biggar Willett Professor in Engineering
Department of Civil and Environmental Engineering,
University of Illinois
, Urbana, IL 61801e-mail: paulino@illinois.edu
J. Mech. Des. Jan 2010, 132(1): 011005 (11 pages)
Published Online: December 17, 2009
Article history
Received:
January 19, 2009
Revised:
October 13, 2009
Online:
December 17, 2009
Published:
December 17, 2009
Citation
Nguyen, T. H., Song, J., and Paulino, G. H. (December 17, 2009). "Single-Loop System Reliability-Based Design Optimization Using Matrix-Based System Reliability Method: Theory and Applications." ASME. J. Mech. Des. January 2010; 132(1): 011005. https://doi.org/10.1115/1.4000483
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