Nonprobabilistic time-dependent reliability analysis for uncertain structures under interval process loads

  • Jinglei Gong
  • , Xiaojun Wang*
  • , Tangqi Lv
  • , Junliu Yang
  • , Linhui Zhou
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

In this paper, a novel nonprobabilistic analysis framework is proposed to evaluate the time-dependent reliability of uncertain structures under time-varying loads. Firstly, a novel uncertainty propagation method is developed by combining interval process integration and surrogate-based interval analysis and the correlation coefficient between responses of adjacent time steps is further analyzed. Subsequently, the nonprobabilistic time-dependent reliability is analyzed base on the first-passage theory and the established interval model. Unlike existing nonprobabilistic methods that consider time-invariant external loads, the proposed method applies an interval process to describe time-varying external loads, thereby offering a broader range of applicability. Compared to existing nonprobabilistic methods that consider time-varying loads, the proposed method establishes a more refined nonprobabilistic time-dependent reliability model based on the first passage theory, achieving higher accuracy. The effectiveness and superiority of the proposed method are validated through a numerical example and an engineering application.

Original languageEnglish
Article number103687
JournalProbabilistic Engineering Mechanics
Volume78
DOIs
StatePublished - Oct 2024

Keywords

  • Interval process
  • Kriging surrogate model
  • Nonprobabilistic analysis
  • Time-dependent reliability
  • Time-varying uncertainty

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