Fully decoupled reliability-based optimization of linear structures subject to Gaussian dynamic loading considering discrete design variables

Matthias G.R. Faes, Marcos A. Valdebenito

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

• Optimal design under uncertainty considering discrete design variables is addressed. • Optimization and reliability analyses are fully decoupled. • Application of standard integer programming algorithms becomes feasible. Reliability-based optimization (RBO) offers the possibility of finding an optimal design for a system according to a prescribed criterion while explicitly taking into account the effects of uncertainty. However, due to the necessity of solving simultaneously a reliability problem nested in an optimization procedure, the corresponding computational cost is usually high, impeding the applicability of the methods. This computational cost is even further enlarged when one or several design variables must belong to a discrete set, due to the requirement of resorting to integer programming optimization algorithms. To alleviate this issue, this contribution proposes a fully decoupled approach for a specific class of problems, namely minimization of the failure probability of a linear system subjected to an uncertain dynamic load of the Gaussian type, under the additional constraint that the design variables are integer-valued. Specifically, by using the operator norm framework, as developed by the authors in previous work, this paper shows that by reducing the RBO problem with discrete design variables to the solution of a single deterministic optimization problem followed by a single reliability analysis, a large gain in numerical efficiency can be obtained without compromising the accuracy of the resulting optimal design. The application and capabilities of the proposed approach are illustrated by means of three examples.

Original languageEnglish
Article number107616
JournalMechanical Systems and Signal Processing
Volume156
DOIs
StatePublished - Jul 2021
Externally publishedYes

Keywords

  • Decoupling
  • First excursion probability
  • Gaussian loading
  • Linear structure
  • Operator norm

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