Bayesian parameter identification of orthotropic composite materials using Lamb waves dispersion curves measurement

Author:

Gallina Alberto1,Ambrozinski Lukasz1,Packo Pawel1,Pieczonka Lukasz1,Uhl Tadeusz1,Staszewski Wieslaw J1

Affiliation:

1. AGH University of Science and Technology, Poland

Abstract

This paper deals with the problem of elastic constant identification in thin plates made of orthotropic composite materials. The approach is based on the analysis of Lamb wave propagation and the related dispersion curves to find the underlying material elastic constants. In the proposed implementation a scanning laser Doppler vibrometer is used to measure Lamb wave dispersion curves. The Local Interaction Simulation Approach is used simultaneously to find a solution to a high-frequency wave propagation problem. The experimental and simulated data are combined in a Bayesian framework for parameter identification which is robust in condition of parameter, modeling and measurement uncertainty. The results are discussed and compared with the results from a deterministic optimization.

Publisher

SAGE Publications

Subject

Mechanical Engineering,Mechanics of Materials,Aerospace Engineering,Automotive Engineering,General Materials Science

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