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Stochastic model updating of an aircraft like structure by parameter covariance matrix adjustment

Govers, Yves and Link, Michael (2010) Stochastic model updating of an aircraft like structure by parameter covariance matrix adjustment. In: Proceedings "ISMA 2010". ISMA 2010 - International Conference on Noise & Vibration Engineering, 20 -22 Oct. 2010, Leuven, Belgium.

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Abstract

The propagation analysis of parameter uncertainty is structural dynamics has become a feasible approach to determine the probabilistic description of the vibration response of industrial scale finite element models. Though methods for uncertainty propagation have been developed extensively, the quantification of parameter uncertainty has been neglected in the past. But a correct description for the parameter variability is essential for the variation of the vibration response. This paper shows how to identify model parameter means and covariance matrix from uncertain experimental modal test data. The common gradient based approach from deterministic computational model updating was extended by an equation that accounts for the stochastic part. In detail an inverse approach for the identification of statistical parametric properties will be presented which will be applied on a numerical model of a replica of the GARTEUR SM-AG19 benchmark structure. The uncertain eigenfrequencies and mode shapes have been determined in an extensive experimental modal test campaign where the aircraft like structure was tested repeatedly while it was 130 times dis- and reassembled in between each experimental modal analysis.

Item URL in elib:https://elib.dlr.de/65727/
Document Type:Conference or Workshop Item (Speech, Paper)
Title:Stochastic model updating of an aircraft like structure by parameter covariance matrix adjustment
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Govers, YvesUNSPECIFIEDUNSPECIFIED
Link, MichaelUniversity of Kassel, Institute for Statics and DynamicsUNSPECIFIED
Date:2010
Journal or Publication Title:Proceedings "ISMA 2010"
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:uncertainty, structural dynamics, stochastic model updating, covariance matrix adjustment
Event Title:ISMA 2010 - International Conference on Noise & Vibration Engineering
Event Location:Leuven, Belgium
Event Type:international Conference
Event Dates:20 -22 Oct. 2010
Organizer:Katholieke Universiteit Leuven
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Aeronautics
HGF - Program Themes:Aircraft Research (old)
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Flexible Aircraft (old)
Location: Göttingen
Institutes and Institutions:Institute of Aeroelasticity
Deposited By: Erdmann, Daniela
Deposited On:20 Oct 2010 08:08
Last Modified:26 Oct 2010 11:52

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