Inhomogeneous wave correlation for propagation parameters identification in presence of uncertainties

Ramzi Lajili, O. Bareille, M. L. Bouazizi, M. N. Ichchou, N. Bouhaddi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

In order to achieve more realistic structural parameter identification, it is inevitable to account for uncertainties. The present paper proposes a stochastic identification process to identify propagation parameters such as the wavenumber, the damping loss factor, and the wave attenuation, in presence of uncertainties. The proposed stochastic identification process combines, in a wave propagation framework, the Inhomogeneous Wave Correlation method with the Latin Hypercube Sampling method. It is compared to the identification process combining the Mc Daniel method and the Latin Hypercube Sampling method which are considered as reference for structural identification and uncertainty propagation, respectively. An isotropic beam example is considered and identification is done from Frequency Response Functions computed at several measurement points which coordinates are supposed to be the uncertain parameters. The effects of uncertainties on parameter identification are evaluated through statistical quantifications of the variability of the identified parameters. Obtained results show that all identified parameters are affected by uncertainties, except damping.

Original languageEnglish
Title of host publicationLecture Notes in Mechanical Engineering
EditorsMohamed Haddar, Fakher Chaari, Abdelmajid Benamara, Mnaouar Chouchane, Nizar Aifaoui, Chafik Karra
PublisherSpringer Heidelberg
Pages823-833
Number of pages11
ISBN (Print)9783319666969, 9783319686189, 9789811053283, 9789811322723
DOIs
StatePublished - 2018
Event7th Conference on Design and Modeling of Mechanical Systems, CMSM 2017 - Hammame, Tunisia
Duration: 27 Mar 201729 Mar 2017

Publication series

NameLecture Notes in Mechanical Engineering
Volume0
ISSN (Print)2195-4356
ISSN (Electronic)2195-4364

Conference

Conference7th Conference on Design and Modeling of Mechanical Systems, CMSM 2017
Country/TerritoryTunisia
CityHammame
Period27/03/1729/03/17

Keywords

  • Damping
  • Inhomogeneous wave correlation
  • Latin hypercube sampling
  • Structural identification
  • Uncertainties
  • Wavenumber

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