Technical Papers
Sep 2, 2015

Virtual Distortion Method-Based Finite Element Model Updating of Bridges by Using Static Deformation

Publication: Journal of Engineering Mechanics
Volume 143, Issue 3

Abstract

A superelement-based virtual distortion method (VDM) was proposed to improve the efficiency of the finite element model (FEM) updating of large-scaled bridges by using static information. On one side, VDM was deemed as a new type of metamodel for static analysis of structures, i.e., a surrogate model of FEM for bridges. In this way, the efficiency of FEM updating could be improved dramatically because massive iterative calculations need to be implemented during the process of FEM updating. On the other side, the superelement was applied to reduce the size of the influence matrix which was the kernel of building VDM; therefore, it is effective to enhance the efficiency of generating the metamodel (VDM) of large-scale bridges. Finally, with the measured static deformation data, the effectiveness of the proposed method was demonstrated by updating the FEM of a practical bridge.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

The first author thankfully acknowledges the support of this work by Heilongjiang Province Natural Science Foundation (grant number: E080509).

References

Bernal, D. (2012). “Sensitivities of eigenvalues and eigenvectors from complex perturbations.” Proc., 30st IMAC, A Conf. on Structural Dynamics, Springer, New York, 589–593.
Cheng, B., and Titterington, D. M. (1994). “Neural network: A review from a statistical perspective.” Stat. Sci., 9(1), 2–30.
Forrester, A. I. J., and Keane, A. J. (2009). “Recent advances in surrogate based optimization.” Prog. Aerosp. Sci., 45(1–3), 50–79.
Friswell, M. I., and Mottershead, J. E. (1995). Finite element model updating in structural dynamics, Kluwer Academic Publishers, Amsterdam, Netherlands.
Friswell, M. I., Mottershead, J. E., and Ahmadian, H. (2001). “Finite element model updating using experimental test data: Parameterization and regularization.” Trans. R. Soc. London, Ser. A, 359(1778), 169–186.
Guyan, R. J. (1965). “Reduction of stiffness and mass matrix.” AIAA J., 3(2), 380.
Holnicki-Szulc, J. (1991). Virtual distortion method, Springer, Berlin, Germany, 554–570.
MATLAB version 7.13.0.564 [Computer software]. Natick, MA, Mathworks Inc.
Mottershead, J. E., and Friswell, M. I. (1993). “Model updating in structural dynamics: A survey.” J. Sound Vib., 167(2), 347–375.
Myers, R. H., and Montgomery, D. C. (1995). Response surface methodology: Process and product optimization using designed experiments, Wiley, New York.
Paola, M., Pirrotta, A., and Zingales, M. (2004). “Stochastic dynamics of linear elastic trusses in presence of structural uncertainties (virtual distortion approach).” Probab. Eng. Mech., 19(1–2), 41–51.
Putresza, J. T., and Kolakowski, P. (2001). “Sensitivity analysis of frame structures (virtual distortion method approach).” Int. J. Numer. Methods Eng., 50(6), 1307–1329.
Sanayei, M., Brenner, B. R., Santini-Bell, E., Sipple, J. D., Phelps, J. E., and Lefebvre, P. J. (2010). “Baseline model updating during bridge construction using measured strains.” Struct. Congr., 369(66), 717–728.
Song, W., and Dyke, S. (2014). “Real-time dynamic model updating of a hysteretic structural system.” J. Struct. Eng., 04013082.
Teughels, A., Roeck, G. D., and Suykens, J. (2003). “Global optimization by coupled local minimizers and its application to FE model updating.” Comput. Struct., 81(24–25), 2337–2351.
Welch, W. J., Buck, R. J., Sacks, J., Wynn, H. P., Mitchell, T. J., and Morris, M. D. (1992). “Screening, predicting, and computer experiments.” Technometrics, 34(1), 15–25.
Zhang, Q. X., Jankowski, L., and Duan, Z. D. (2012). “Simultaneous identification of excitation time histories and parametrized structural damages.” Mech. Syst. Sig. Process., 33(8), 56–68.

Information & Authors

Information

Published In

Go to Journal of Engineering Mechanics
Journal of Engineering Mechanics
Volume 143Issue 3March 2017

History

Received: Dec 31, 2014
Accepted: Jul 22, 2015
Published online: Sep 2, 2015
Discussion open until: Feb 2, 2016
Published in print: Mar 1, 2017

Permissions

Request permissions for this article.

Authors

Affiliations

Associate Professor, School of Transportation Science and Engineering, Harbin Institute of Technology, 73 Huanghe Road, Harbin, Heilongjiang 150090, China (corresponding author). E-mail: [email protected]
Jun Ma
Assistant Professor, School of Transportation Science and Engineering, Harbin Institute of Technology, 73 Huanghe Road, Harbin, Heilongjiang 150090, China.
Jueguang Nie
Graduate Student, School of Transportation Science and Engineering, Harbin Institute of Technology, 73 Huanghe Road, Harbin, Heilongjiang 150090, China.
Shaoyi Zhang
Graduate Student, School of Transportation Science and Engineering, Harbin Institute of Technology, 73 Huanghe Road, Harbin, Heilongjiang 150090, China.

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share