Application of genetic algorithms for the identification of elastic constants of composite materials from dynamic tests

Citation
J. Cunha et al., Application of genetic algorithms for the identification of elastic constants of composite materials from dynamic tests, INT J NUM M, 45(7), 1999, pp. 891-900
Citations number
12
Categorie Soggetti
Engineering Mathematics
Journal title
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING
ISSN journal
00295981 → ACNP
Volume
45
Issue
7
Year of publication
1999
Pages
891 - 900
Database
ISI
SICI code
0029-5981(19990710)45:7<891:AOGAFT>2.0.ZU;2-I
Abstract
This work has been placed within the framework of the identification of sti ffness properties of composite materials from dynamic tests. More precisely , the used approach has been inserted in the general context of model updat ing. The genetic algorithms method has been used as a complementary techniq ue allowing a first estimation of the elastic coefficients. In other words, the initial finite element model is estimated The refinement of solutions can thus be made by a classical updating method, such as the sensitivity me thod. The procedure allows the simultaneous estimation of several propertie s from a single test. Properties of extension, bending, twisting and transv erse shear effects can be identified. Results obtained by numerical simulat ion show the efficiency and robustness of the genetic algorithms. Copyright (C) 1999 John Wiley & Sons, Ltd.