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Application of polynomial transformation to normality in structural reliability analysis

  • Western University

Research output: Contribution to journalArticlepeer-review

Abstract

Polynomial transformations of a nonnormal variate to a normal variate are considered. Use of the polynomial transformations to normality representing some of the well-known distribution types is examined. Approximate solutions based on the polynomial transformation to normality models fitted to the simulated data points with fractile constraints are given to evaluate the probability of failure of a structural system. The approximate solutions do not require any stringent conditions on integrand or domain of integration. The approximation is easy to implement and can be used to reduce the required number of simulation cycles. Numerical examples indicate that using the approximate solutions accurate estimation of the failure probability can be obtained with fewer simulation cycles than the conventional simulation method.

Original languageEnglish
Pages (from-to)241-249
Number of pages9
JournalCanadian Journal of Civil Engineering
Volume25
Issue number2
DOIs
StatePublished - 1998
Externally publishedYes

Keywords

  • Approximation
  • Fractile
  • Normality
  • Polynomial
  • Probability of failure
  • Reliability
  • Simulation
  • Transformation

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