TECHNICAL PAPERS
Apr 2, 2009

Identification and Monitoring of Modal Parameters in Aircraft Structures Using the Natural Excitation Technique (NExT) Combined with the Eigensystem Realization Algorithm (ERA)

Publication: Journal of Aerospace Engineering
Volume 23, Issue 2

Abstract

The early detection of cracks, fatigue, corrosion, and structural failure in aging aircraft is one of the major challenges in the aircraft industry. Common inspection techniques are time consuming and hence can have strong economic implications due to aircraft downtime. As a result, during the past decade a number of methodologies have been proposed for detecting structural damage based on variations in the structure’s dynamic characteristics. This paper describes the implementation of the natural excitation technique (NExT) combined with the eigensystem realization algorithm (ERA) to determine the dynamic characteristics of a T-34A Mentor acrobatic category aircraft and a modified DC-3 cargo/transport category aircraft. In-flight acceleration data were processed using NExT-ERA to monitor the predominant natural frequencies and associated mode shapes of the aircraft for varying flight conditions. The results show the effectiveness of this modal identification methodology and the possibility of implementing it in a real-time structural health monitoring system for aircraft.

Get full access to this article

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

Acknowledgments

The writers wish to acknowledge the cooperation of Centro de Investigación en Tecnologías Aeronáuticas CITA at Colombian Air Force, Cali, Colombia.

References

Basseville M., Benveniste A., Goursat M., Mevel L. (2007). “Subspace-based algorithms for structural identification, damage detection, and sensor data fusion.” EURASIP J. Appl. Signal Process., 2007(1), 200–213.
Benveniste, A., and Fuchs, J. J. (1985). “Single sample modal identification of a nonstationary stochastic process.” IEEE Trans. Autom. Control, 30, 66–74.
Brenner, M., Lind, R., and Voracek, D. (1997). “Overview of recent flight flutter testing research at NASA Dryden.” Technical Rep. No. NASA TM-4792, NASA Dryden, Edwards, Calif.
Caicedo, J. M. (2000). “Structural health monitoring for large structures using ambient vibrations.” Proc., ICANCEER Conf., Polytechnic Univ., Hong Kong.
Caicedo, J. M., and Marulanda, J. (2001). “Monitoring of bridges to detect changes in structural health.” Proc., American Control Conf., Vol. 1, IEEE, Arlington, Va.
Chiuso, A., and Picci, G. (2004). “On the ill-conditioning of subspace identification with inputs: Numerical conditioning and asymptotic variance of subspace estimates.” Automatica, 40, 575–589.
Farrar, C., and Lieven, A. J. (2006). “Damage prognosis: The future of structural health monitoring.” Philos. Trans. R. Soc. London, Ser. A., 365(1851), 623–632.
Fu-Kuo, C. (2000). Structural health monitoring, Deparment of Aeronautics and Astronautics, Stanford Univ., Stanford, Calif.
James, G. H. (1993). “The natural excitation technique for modal parameter extraction from operating wind turbines.” Rep. No. SAND92-1666, UC-261, Sandia National Laboratories, Albuquerque, N.M.
Jategaonkar, R., Fischenberg, D., and von Gruenhagen, W. (2004). “Aerodynamic modeling and system identification from flight data—Recent applications at DLR.” J. Aircr., 41, 681–691.
Juang, J. N., and Pappa, R. S. (1985). “An eigensystem realization algorithm for modal parameter identification and model reduction.” J. Guid. Control Dyn., 8, 620–627.
Juang, J. N., and Pappa, R. S. (1986). “Effects of noise on modal parameters identified by the eigensystem realization algorithm.” J. Guid. Control Dyn., 9(3), 294.
Lind, R. (2003). “Flight testing with the flutterometer.” J. Aircr., 40(3), 574–579.
Lind, R., Freudinger, C., and Voracek, D. (1998). “A comparition of aeroelastic excitation mechanism.” J. Aircr., 35(5), 830–832.
Lind, R., Voracek, D., Truax, R., Doyle, T., Potter, S., and Brenner, M. (2003). “A flight test to demonstrate flutter and evaluate the flutterometer.” Aeronaut. J., 107(1076), 577–588.
MATLAB. (1997). The Mathworks Inc, Mass.
Mevel, L., Benveniste, A., Basseville, M., Goursat, M., Peeters, B., Van der Auweraer, H., and Vecchio, A. (2006). “Input/output versus output-only data processing for structural identification—Application to in-flight data analysis.” J. Sound Vib., 295(3–5), 531–552.
Park, G., Farrar, C. R., Todd, M. D., Hodgkiss, W., and Rosing, T. (2007). “Energy harvesting for structural health monitoring sensor networks.” Rep. No. LA-14314-MS, Los Alamos National Laboratories, Los Alamos, N.M.
Sohn, H., and Doebling, S. W. (2004). “A review of structural health monitoring literature: 1996–2001.” Rep. No. LA-13976-MS, Los Alamos National Laboratories, Los Alamos, N.M., 303.
Voracek, D., Reaves, M. C., Horta, L., and Potter, S. (2002). “Ground and flight test structural excitation using piezoelectric actuators.” Technical Rep. No. NASA TM-2002-210724, NASA Dryden, Edwards, Calif.

Information & Authors

Information

Published In

Go to Journal of Aerospace Engineering
Journal of Aerospace Engineering
Volume 23Issue 2April 2010
Pages: 99 - 104

History

Received: Aug 28, 2008
Accepted: Feb 10, 2009
Published online: Apr 2, 2009
Published in print: Apr 2010

Permissions

Request permissions for this article.

Authors

Affiliations

Hever Moncayo [email protected]
Physics Engineer, Professor, School of Civil Engineering and Geomatics, del Valle Univ., Cali, Colombia (corresponding author). E-mail: [email protected]
Johannio Marulanda [email protected]
Civil Engineer, Professor, School of Civil Engineering and Geomatics, del Valle Univ., Cali, Colombia. E-mail: [email protected]
Peter Thomson [email protected]
Aerospace Engineer, Professor, School of Civil Engineering and Geomatics, del Valle Univ., Cali, Colombia. E-mail: [email protected]

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