Time-frequency based classification of structural damage

Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference

Volumn 5, Issue , 2007, Pages 4294-4304

  Kovvali, Narayan ^a   Das, Santanu ^a   Chakraborty, Debejyo ^a   Cochran, Douglas ^a   Papandreou Suppappola, Antonia ^a   Chattopadhyay, Aditi ^a  

^a AZ 85281   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DAMAGE DETECTION; SIGNAL ANALYSIS; TIME VARYING SYSTEMS;

COMPLEX MATERIALS; GABOR FUNCTIONS; STRUCTURAL DAMAGE;

STRUCTURAL ANALYSIS;

EID: 34547546681     PISSN: 02734508     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2007-2055     Document Type: Conference Paper

References (25)

1. Lepine, B., Wallace, B., Forsyth, D., and Wyglinski, A., "Pulsed Eddy Current Method Developments for Hidden Corrosions Detection in Aircraft Structures," Proceedings of the 1st Pan-American Conference for NDT, Toronto, Canada, 1998, pp. 118-124.
2. Schoess, J., "Development and Application of Stress-Wave Acoustic Diagnostic for Roller-Bearings," Tech. rep., Honeywell Tech. Center Report, 1999.
3. Fotos, C., "Acoustic Emission Technique Tests Aircraft Integrity," Aviation Week & Space Technology, Vol. 28, No. 76, 1989.
4. Mcbride, S., Viner, M., Pollard, M. D., MacPhail, P. S., and Peters, D. T., "Acoustic Emission Detection of Crack Presence and Crack Advance During Flight," AGARD-CP-462, 1989.
5. Gelman, L., Giurgiutiu, V., and Petrunin, I., "Advantage of using the Fourier components pair instead of power spectral density for fatigue crack diagnostics," International Journal of COMADEM, Vol. 7, 2004, pp. 18-22.
6. Jeong, H. and Jang, Y.-S., "Fracture Source Location in Thin Plates Using the Wavelet Transform of Dispersive Waves," IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, Vol. 47-3, 2000, pp. 612-619.
7. Eren, L. and Devaney, M. J., "Bearing Damage Detection via Wavelet Packet Decomposition of the Stator Current," IEEE Transactions on Instrumentation and Measurement, Vol. 53-2, 2004, pp. 431-436.
8. Sun, A. and Chang, C. C., "Statistical wavelet-based method for structural health monitoring," Journal of structural engineering, 2004, pp. 1055-1062.
9. Sohn, H., Farrar, C. R., Hunter, N. F., and Worden, K., "Structural Health Monitoring Using Statistical Pattern Recognition Techniques," Transactions of the ASME, Vol. 123, 2001, pp. 706-711.
10. Nguyen, M., Wang, X., Su, Z., and Ye, L., "Damage Identification for Composite Structures with a Bayesian Network," ISSNIP, 2004, pp. 307-312.
11. Sohn, H., Allen, D. W., Worden, K., and Farrar, C. R., "Structural Damage Classification Using Extreme Value Statistics," Journal of Dynamic Systems, Measurement, and Control, Vol. 127, 2005, pp. 125-132.
12. Guo, N. and Cawley, P., "Lamb Wave Reflection for the Quick Non-Destructive Evaluation of Large Composite Laminates," Material Evaluation, Vol. 52, 1994, pp. 404-411.
13. Pierce, S. G., Philp, W. R., Culshaw, B., Gachagan, A., McNab, A., Hayward, G., and Lecuyer, F., "Surface-Bonded Optical Fiber Sensors for the Inspection of CFRP Plates Using Ultrasonic Lamb Waves," Smart materials and Structures, Vol. 5, 1996, pp. 776-787.
14. Jansen, D. P., Hutchins, D. A., and Mottram, J. T., "Lamb Wave Tomography of Advanced Composite Laminates Containing Damage," Ultrasonics, Vol. 32, 1994, pp. 83-89.
15. Giurgiutiu, V., "Tuned Lamb Wave Excitation and Detection with Piezoelectric Wafer Active Sensors for Structural Health Monitoring," Journal of Intelligent Material Systems and Structures, Vol. 16, 2005, pp. 291-305.
16. Mallat, S. G. and Zhang, Z., "Matching pursuits with time-frequency dictionaries," IEEE Trans. on Signal Processing, Vol. 41, December 1993, pp. 3397-3415.
17. Papandreou-Suppappola, A. and Suppappola, S. B., "Analysis and Classification of Time-Varying Signals with Multiple Time-Frequency Structures," IEEE Signal Processing Letters, Vol. 9, 2002, pp. 92-95.
18. Das, S., Papandreou-Suppappola, A., Zhou, X., and Chattopadhyay, A., "On the Use of the Matching Pursuit Decomposition Signal Processing Technique for Structural Health Monitoring," 12th SPIE Annual International Symposium on Smart Structures and Materials, Paper 5764-65, San Diego, CA, 2005.
19. Papandreou-Suppappola, A., editor, Applications in Time-Frequency Signal Processing, CRC Press, Florida, 2002.
20. Papandreou-Suppappola, A. and Suppappola, S. B., "Adaptive time-frequency representations for multiple structures," Proc. 10th IEEE Workshop on Statistical Signal and Array Processing, Vol. 3, Pocono Manor, PA, 2000.
21. Papandreou-Suppappola, A. and Suppappola, S. B., "Analysis and classification of time-varying signals with multiple time-frequency structures," IEEE Signal Processing Letters, Vol. 9, 2002, pp. 92-95.
22. Ebenezer, S. P., Papandreou-Suppappola, A., and Suppappola, S. B., "Classification of Acoustic Emissions Using Modified Matching Pursuit," EURASIP Journal on Applied Signal Processing, Vol. 3, 2004, pp. 347357.
23. Ebenezer, S. P., Classification of time-varying signals from an acoustic monitoring system using time-frequency techniques, Master's thesis, Arizona State University, Tempe, AZ, December 2001.
24. Ebenezer, S. P., Papandreou-Suppappola, A., and Suppappola, S. B., "Matching pursuit classification for time-varying acoustic emissions," 35th Asilomar Conference on Signals, Systems and Computers, 2001, pp. 715-719.
25. Olson, S. E., DeSimio, M. P., and Derriso, M. M., "Fastener Damage Estimation in a Square Aluminum Plate," Structural Health Monitoring, Vol. 5, 2006, pp. 173-183.