A comparative study of the empirical mode decomposition and wavelet analysis on their application for structural health monitoring

American Society of Mechanical Engineers, Design Engineering Division (Publication) DE

Volumn 117, Issue , 2004, Pages 449-458

  Hera, Adriana ^a   Shinde, Abhijeet ^a   Hou, Zhikun ^a  

^a Worcester Polytechnic Institute   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CIVIL ENGINEERING; COMPUTER SIMULATION; CONDITION MONITORING; NATURAL FREQUENCIES; SPURIOUS SIGNAL NOISE; WAVELET TRANSFORMS;

EMPIRICAL MODE DECOMPOSITION (EMD); HEALTH MONITORING; INSTRINSIC MODE FUNCTIONS (IMF); WAVELET PACKET SHIFTING (WPS);

SIGNAL PROCESSING;

EID: 19544362897     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/IMECE2004-59832     Document Type: Conference Paper

References (21)

1. Staszewski, W.J., 1998, "Structural and Mechanical Damage Detection Using Wavelets", Shock and Vibration Digest, 30, (6), pp. 457-472.
2. Ruzzene, M., Fasana, A., Garibaldi, L., Piombo, B., 1997, "Natural Frequency and Damping Identification Using Wavelet Transform: Application to Real Data", Mechanical Systems and Signal Processing, 11(2), pp. 207-218.
3. Piombo, B.A.D., Fasana, A., Marchesiello, S., Ruzzene, M., 2000, "Modeling and Identification of the Dynamic Response of a Supported Bridge", Mechanical Systems and Signal Processing, 14(1), pp. 75-89.
4. Ghanem, R., Romeo, F., 2000, A wavelet-based Approach For The identification Of Linear Time-Varying Dynamical Systems, Journal of Sound and Vibration, 234(4), pp.555-576.
5. Hou, Z., Noori, M., and St. Amand, R.,2000, "A Wavelet-Based Approach for Structural Damage Detection," ASCE, Journal of Engineering Mechanics, 126(7), pp. 677-683.
6. Hera, A. and Hou, Z., 2004, "Application of Wavelet Approach for ASCE Structural Health Monitoring Benchmark Studies", Journal of Engineering Mechanics, 130(1), pp. 96-104
7. Hera, A., Hou, Z, "Wavelet Approach for Damage Detection Using Experimental Data of ASCE Benchmark Study", The 16th ASCE Engineering Mechanics Conference, July 16-18, 2003, University of Washington, Seattle, CD-ROM.
8. Hou, Z., Hera, A., Liu, W., Hendrickson, D., 2003, "Identification of Instantaneous Modal Parameters of Time-varying Systems Using Wavelet Approach", The 4th International Workshop on Structural Health Monitoring, Stanford University, CA, pp. 725-732.
9. Kijewski, T., Kareem, A., 2003, "Wavelet Transforms for System Identification in Civil Engineering", Computer-Aided Civil and Infrastructure Engineering, 18(5), pp. 339-355.
10. Kijewski,T., Kareem, A., 2002, "On the presence of end effects and their melioration in wavelet-based analysis", Journal of Sound and Vibration, 256(5), pp.980-988.
11. Sun, Z., Chang, C. C., 2002, "Structural Damage Assessment Based on Wavelet Packet Transform", Journal of Structural Engineering, 128(10), pp. 1354-1361.
12. Chang, C.C., Sun, Z., 2001, "Continuous Condition Assessment for Bridges Based on Wavelet Packet Decomposition", Proceedings of SPIE - The International Society for Optical Engineering, Vol. 4337, pp. 357-367
13. Huang et al, 1998, "The empirical mode decomposition method and the Hubert spectrum for non-linear and non-stationary time series analysis", Proc. R. Soc. Lond., 454, pp.903-995.
14. http://www.ce.udel.edu/HHT/, 2003, Mini-Symposium on Hilbert-Huang Transforms in Engineering Applications, October 31- November 1, Newark, Delaware.
15. th International Modal Analysis Conference, A Conference on Structural Dynamics, San Antonio, TX, I, pp. 213-219.
16. Yang, J.N., Lei, Y., Pan, S., Huang, N., 2003, "System identification of linear structures based on Hilbert-Huang spectral analysis. Part 1: normal modes", Earthquake Engineering & Structural Dynamics, 32(9), pp. 1443-1467.
17. Yang, J.N., Lei, Y., Pan, S., Huang, N.,2003, "System identification of linear structures based on Hilbert-Huang spectral analysis. Part 2: Complex modes", Earthquake Engineering & Structural Dynamics, 32(10), pp. 1533-1554.
18. Yang, J.N, Lei, Y., Lin, S., Huang, N., 2004, Hilbert-Huang-Based Approach for Structural Damage Detection, Journal of Engineering Mechanics, 130(1), pp. 85-95.
19. Shinde, A. and Hou, Z., 2004, "A Wavelet Packet Based Sifting Process and Its Application for Structural Health Monitoring", Proceedings of American Control Conference, Boston, Massachusetts, USA, pp. 4219-4224.
20. Hou, Z. and Shinde A., 2004, "A Wavelet Packet Based Approach for Structural Health Monitoring and Its Experimental Validation", Proceedings of The 17th Engineering Mechanics Conference, Newark, DE, USA, CD-ROM.
21. Vincent, B., Hu, J., Hou, Z., 1999, "Damage Detection Using Empirical Mode Decomposition Method and a Comparison with Wavelet Analysis," Proceedings of the Second International Workshop on Structural Health Monitoring, Stanford, pp. 891-900.