Time-dependent reliability-based design optimization with probabilistic and interval uncertainties

Yan Shi, Zhenzhou Lu, Zhiliang Huang

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

Time-dependent reliability-based design optimization with both probabilistic and interval uncertainties is a cost-consuming problem in engineering practice which generally needs huge computational burden. In order to deal with this issue, a sequential single-loop optimization strategy is established in this work. The established sequential single-loop optimization strategy converts the original triple-loop optimization into a sequence of deterministic optimization, the estimations of time instant and interval value that corresponding to the worst case scenario, and the minimum performance target point searching. Two key points in the sequential single-loop optimization strategy guarantee the high efficiency of the proposed strategy. One is that no iterative searching step is needed to find the minimum performance target point at each iteration in the proposed sequential single-loop optimization strategy. The other is that only the correction step needs the reliability analysis to correct the design parameter solutions. In the example section, four minimum performance target point searching techniques are combined with the sequential single-loop optimization strategy to solve the corresponding optimization problems so to illustrate the effectiveness of the established strategy.

Original languageEnglish
Pages (from-to)268-289
Number of pages22
JournalApplied Mathematical Modelling
Volume80
DOIs
StatePublished - Apr 2020

Keywords

  • Minimum performance target point searching
  • Probabilistic and interval uncertainties
  • Sequential single-loop optimization
  • Time-dependent reliability-based design optimization
  • Worst case scenario

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