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hal-00686150, version 1

Identification of chaos representations of elastic properties of random media using experimental vibration tests

C. Desceliers (Author to contact preferably) 1, C. Soize () 1, R. Ghanem () 2

Computational Mechanics 39, 6 (2007) 831-838

Abstract: This paper deals with the experimental identification of the probabilistic representation of a random field modelling the Young modulus of a nonhomogeneous isotropic elastic medium by experimental vibration tests. Experimental data are constituted of frequency response functions on a given frequency band and for a set of observed degrees of freedom on the boundary of specimens. The random field representation is based on the polynomial chaos decomposition. The coefficients of the polynomial chaos are identified setting an inverse problem and then in solving an optimization problem related to the maximum likelihood principle.

  • 1:  Laboratoire de Mécanique (LaM)
  • Université Paris-Est Marne-la-Vallée (UPEMLV) : EA2545
  • 2:  Department of aerospace and mechanical engineering (USC)
  • University of Southern California
  • Domain : Mathematics/Statistics
    Statistics/Statistics Theory
    Engineering Sciences/Mechanics
  • Keywords : statistical inverse method – polynomial chaos – stochastic model – random fields – elastic random medium
 
  • hal-00686150, version 1
  • http://hal-upec-upem.archives-ouvertes.fr/hal-00686150
  • oai:hal-upec-upem.archives-ouvertes.fr:hal-00686150
  • From: Christian Soize <>
  • Submitted on: Saturday, 7 April 2012 21:16:45
  • Updated on: Wednesday, 19 December 2012 20:11:23