Time-dependent reliability assessment of fatigue crack growth modeling based on perturbation series expansions and interval mathematics

Lei Wang*, Jinxiong Liang, Yao Wen Yang, Yuning Zheng

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

38 Citations (Scopus)

Abstract

A novel method of the time-dependent reliability, which combines the perturbation series expansions with the interval mathematics, is presented in this study for life prediction of fatigue crack growth problems. Distinct from the treatment in statistical analysis, characteristic parameters that exist in structural crack propagation model are described as unknown-but-bounded (UBB) variables with perturbation terms owing to the fact of variability of geometric sizes, material properties, and loading conditions. Then, based on the perturbation principle and the Taylor extension approach, a new interval perturbation series expansion method (PSEM) to predict boundary rules of the fatigue crack length a(t) is derived. Meanwhile, the auto-correlation features between a(tk) and a(tk+1) are also confirmed by employing the interval process theory. Additionally, inspired by the classical out-crossing approach in random process issues, a non-probabilistic time-dependent reliability (NTR) index Rs(T), as a safety measure for in-service engineering structures with crack, is defined, and its solution algorithm is expounded in details. Numerical examples are eventually proposed to demonstrate the validity of the developed methodology of uncertainty quantification and reliability evaluation.

Original languageEnglish
Pages (from-to)104-118
Number of pages15
JournalTheoretical and Applied Fracture Mechanics
Volume95
DOIs
Publication statusPublished - Jun 2018
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2018 Elsevier Ltd

ASJC Scopus Subject Areas

  • General Materials Science
  • Condensed Matter Physics
  • Mechanical Engineering
  • Applied Mathematics

Keywords

  • Fatigue crack growth problems
  • Interval mathematics
  • Interval perturbation series expansion method
  • Non-probabilistic time-dependent reliability
  • The out-crossing approach

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