MODAL PARAMETER-IDENTIFICATION USING SIMULATED EVOLUTION

Citation
Dy. Chiang et St. Huang, MODAL PARAMETER-IDENTIFICATION USING SIMULATED EVOLUTION, AIAA journal, 35(7), 1997, pp. 1204-1208
Citations number
25
Categorie Soggetti
Aerospace Engineering & Tecnology
Journal title
ISSN journal
00011452
Volume
35
Issue
7
Year of publication
1997
Pages
1204 - 1208
Database
ISI
SICI code
0001-1452(1997)35:7<1204:MPUSE>2.0.ZU;2-K
Abstract
A global optimization algorithm based on the Darwinian evolutionary th eory is implemented for the identification of modal parameters of line ar vibrating structures. The capability of the evolutionary search met hod in locating the global minimum among numerous local minima is demo nstrated. The modal parameter identification procedure is based on the concept of modal sweep, according to which modes of a structure are i dentified individually and iteratively. A fast recursive algorithm is also developed for forward response calculation of a linear oscillator to lessen the computational burden of using simulated evolution in th e iterative identification process. The proposed modal parameter ident ification approach does not require any initial estimate of parameter values, Simulation results show that the approach is effective and rel iable in identifying dominant modes under noisy conditions.