Uncertain reliability index in finite element reliability analysis Online publication date: Sat, 19-Aug-2006
by Smitha D. Koduru, Terje Haukaas
International Journal of Reliability and Safety (IJRS), Vol. 1, No. 1/2, 2006
Abstract: Finite Element Reliability Analysis (FERA) has been devised to obtain the probability of structural response events based on random material, geometry and loading parameters. Previously, such analysis has not distinguished between the uncertainties rising from inherent randomness, and from model errors and insufficient knowledge about the probability distribution parameters. In this paper, we argue that this distinction is imperative for meaningful interpretation of the resulting reliability and to provide confidence in reliability assessments among practicing engineers. To this end, we identify sources of epistemic uncertainty and explicitly include them in the analysis. The quantification, representation and propagation of epistemic uncertainty by the Bayesian probabilistic approach and the fuzzy randomness approach are explored. Consequently, measures of confidence in the reliability index are obtained. We also emphasise the utilisation of importance measures to identify where data gathering or model improvement has the greatest influence. Another novelty is the implementations in the rapidly advancing OpenSees software. The extended software produces an uncertain reliability index from which point estimates or confidence bounds are extracted. A numerical example involving a non-linear finite element model of a reinforced concrete building with approximately one hundred random variables is employed to demonstrate the implementations.
Online publication date: Sat, 19-Aug-2006
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Reliability and Safety (IJRS):
Login with your Inderscience username and password:
Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.
If you still need assistance, please email email@example.com