Model validation using iterative finite element model updating

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschung

Autoren

Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des SammelwerksProceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics
Herausgeber/-innenW. Desmet, B. Pluymers, D. Moens, S. Vandemaele
Seiten1951-1960
Seitenumfang10
ISBN (elektronisch)9789082893113
PublikationsstatusVeröffentlicht - 2020
VeranstaltungInternational Conference on Noise and Vibration Engineering (ISMA 2020) and International Conference on Uncertainty in Structural Dynamics (USD 2020) - online (Leuven), Belgien
Dauer: 7 Sept. 20209 Sept. 2020

Abstract

With this work, we present an iterative finite element (FE) model updating procedure using a stiffness distribution function for the validation of numerical models based on modal parameters. When the modal parameters of an initial FE model are compared to a real structure, a multitude of deviations can usually be observed. Updating parameters of the FE model to fit the measured behaviour of the structure has proven to be an operable approach to assess these deviations. In order to keep the amount of design variables low, model updating procedures commonly involve previous assumptions about uncertain regions in the numerical model. As our aim is to remove the dependence on prior assumptions, we employ a stiffness distribution function, described by only few parameters. Thereby, the application of an iterative updating scheme allows us to determine multiple deviations in the FE model without previous knowledge about their geometric distribution.

ASJC Scopus Sachgebiete

Zitieren

Model validation using iterative finite element model updating. / Bruns, M.; Hofmeister, B.; Hübler, C. et al.
Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. Hrsg. / W. Desmet; B. Pluymers; D. Moens; S. Vandemaele. 2020. S. 1951-1960.

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschung

Bruns, M, Hofmeister, B, Hübler, C & Rolfes, R 2020, Model validation using iterative finite element model updating. in W Desmet, B Pluymers, D Moens & S Vandemaele (Hrsg.), Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. S. 1951-1960, International Conference on Noise and Vibration Engineering (ISMA 2020) and International Conference on Uncertainty in Structural Dynamics (USD 2020), online (Leuven), Belgien, 7 Sept. 2020. <https://www.researchgate.net/publication/344562565_Model_validation_using_iterative_finite_element_model_updating>
Bruns, M., Hofmeister, B., Hübler, C., & Rolfes, R. (2020). Model validation using iterative finite element model updating. In W. Desmet, B. Pluymers, D. Moens, & S. Vandemaele (Hrsg.), Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics (S. 1951-1960) https://www.researchgate.net/publication/344562565_Model_validation_using_iterative_finite_element_model_updating
Bruns M, Hofmeister B, Hübler C, Rolfes R. Model validation using iterative finite element model updating. in Desmet W, Pluymers B, Moens D, Vandemaele S, Hrsg., Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. 2020. S. 1951-1960
Bruns, M. ; Hofmeister, B. ; Hübler, C. et al. / Model validation using iterative finite element model updating. Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics. Hrsg. / W. Desmet ; B. Pluymers ; D. Moens ; S. Vandemaele. 2020. S. 1951-1960
Download
@inproceedings{9ec945599dbd4b609ad3a8c783128582,
title = "Model validation using iterative finite element model updating",
abstract = "With this work, we present an iterative finite element (FE) model updating procedure using a stiffness distribution function for the validation of numerical models based on modal parameters. When the modal parameters of an initial FE model are compared to a real structure, a multitude of deviations can usually be observed. Updating parameters of the FE model to fit the measured behaviour of the structure has proven to be an operable approach to assess these deviations. In order to keep the amount of design variables low, model updating procedures commonly involve previous assumptions about uncertain regions in the numerical model. As our aim is to remove the dependence on prior assumptions, we employ a stiffness distribution function, described by only few parameters. Thereby, the application of an iterative updating scheme allows us to determine multiple deviations in the FE model without previous knowledge about their geometric distribution.",
author = "M. Bruns and B. Hofmeister and C. H{\"u}bler and R. Rolfes",
note = "Funding Information: We greatly acknowledge the financial support of the German Federal Ministry for Economic Affairs and Energy (research projects Multivariates Schadensmonitoring von Rotorbl{\"a}ttern, FKZ 0324157A, Optimierung der Bemessung hybrider T{\"u}rme und Entwicklung eines geeigneten Monitoringkonzepts, FKZ 0324221A & Einfluss der Vibrationsparameter auf die Installation und das Tragverhalten von Monopiles, FKZ 03EE3017C), that enabled this work.; 2020 International Conference on Noise and Vibration Engineering, ISMA 2020 and 2020 International Conference on Uncertainty in Structural Dynamics, USD 2020, ISMA 2020, USD 2020 ; Conference date: 07-09-2020 Through 09-09-2020",
year = "2020",
language = "English",
pages = "1951--1960",
editor = "W. Desmet and B. Pluymers and D. Moens and S. Vandemaele",
booktitle = "Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics",

}

Download

TY - GEN

T1 - Model validation using iterative finite element model updating

AU - Bruns, M.

AU - Hofmeister, B.

AU - Hübler, C.

AU - Rolfes, R.

N1 - Funding Information: We greatly acknowledge the financial support of the German Federal Ministry for Economic Affairs and Energy (research projects Multivariates Schadensmonitoring von Rotorblättern, FKZ 0324157A, Optimierung der Bemessung hybrider Türme und Entwicklung eines geeigneten Monitoringkonzepts, FKZ 0324221A & Einfluss der Vibrationsparameter auf die Installation und das Tragverhalten von Monopiles, FKZ 03EE3017C), that enabled this work.

PY - 2020

Y1 - 2020

N2 - With this work, we present an iterative finite element (FE) model updating procedure using a stiffness distribution function for the validation of numerical models based on modal parameters. When the modal parameters of an initial FE model are compared to a real structure, a multitude of deviations can usually be observed. Updating parameters of the FE model to fit the measured behaviour of the structure has proven to be an operable approach to assess these deviations. In order to keep the amount of design variables low, model updating procedures commonly involve previous assumptions about uncertain regions in the numerical model. As our aim is to remove the dependence on prior assumptions, we employ a stiffness distribution function, described by only few parameters. Thereby, the application of an iterative updating scheme allows us to determine multiple deviations in the FE model without previous knowledge about their geometric distribution.

AB - With this work, we present an iterative finite element (FE) model updating procedure using a stiffness distribution function for the validation of numerical models based on modal parameters. When the modal parameters of an initial FE model are compared to a real structure, a multitude of deviations can usually be observed. Updating parameters of the FE model to fit the measured behaviour of the structure has proven to be an operable approach to assess these deviations. In order to keep the amount of design variables low, model updating procedures commonly involve previous assumptions about uncertain regions in the numerical model. As our aim is to remove the dependence on prior assumptions, we employ a stiffness distribution function, described by only few parameters. Thereby, the application of an iterative updating scheme allows us to determine multiple deviations in the FE model without previous knowledge about their geometric distribution.

UR - http://www.scopus.com/inward/record.url?scp=85105823478&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:85105823478

SP - 1951

EP - 1960

BT - Proceedings of ISMA 2020 - International Conference on Noise and Vibration Engineering and USD 2020 - International Conference on Uncertainty in Structural Dynamics

A2 - Desmet, W.

A2 - Pluymers, B.

A2 - Moens, D.

A2 - Vandemaele, S.

T2 - 2020 International Conference on Noise and Vibration Engineering, ISMA 2020 and 2020 International Conference on Uncertainty in Structural Dynamics, USD 2020

Y2 - 7 September 2020 through 9 September 2020

ER -

Von denselben Autoren