Detecting the sensitivity of structural damage based on the Hilbert-Huang transform approach

Engineering Computations (Swansea, Wales)

Volumn 27, Issue 7, 2010, Pages 799-818

  Chiang, Wei Ling ^a   Chiou, Dung Jiang ^a   Chen, Cheng Wu ^b   Tang, Jhy Pyng ^b   Hsu, Wen Ko ^b   Liu, Te Yu ^b  

^a NATIONAL CENTRAL UNIVERSITY   (Taiwan)

^b NATIONAL KAOHSIUNG UNIVERSITY OF APPLIED SCIENCES   (Taiwan)

Author keywords

Sensitivity analysis; Structural engineering; Structural theory

Indexed keywords

ACCELERATION RESPONSE; DESIGN/METHODOLOGY/APPROACH; EARTHQUAKE DATA; ELASTIC REGION; HILBERT HUANG TRANSFORMS; MULTIPLE-DEGREE-OF-FREEDOM; PREDOMINANT FREQUENCY; SENSITIVITY INDICES; SIMULATION RESULT; SINGLE DEGREE OF FREEDOMS; STRUCTURAL DAMAGES; STRUCTURAL ENGINEERING; STRUCTURAL RESPONSE; STRUCTURAL THEORY;

EARTHQUAKES; FAST FOURIER TRANSFORMS; MATHEMATICAL TRANSFORMATIONS; STRUCTURAL DESIGN; VIBRATION MEASUREMENT;

SENSITIVITY ANALYSIS;

EID: 78049487600     PISSN: 02644401     EISSN: None     Source Type: Journal    
DOI: 10.1108/02644401011073665     Document Type: Article

References (29)

1. Black, C.J. and Ventura, C.E. (1998), "Blind test on damage detection of a steel frame structure", Proceedings of the 16th International Modal Analysis Conference, Santa Barbara, CA, Society for Experimental Mechanics (SEM), Bethel, CT, Vol. 2343 No. 1, pp. 623-9.
2. Chopra, A.K. (2001), Earthquake Dynamics of Structures: Theory and Applications to Earthquake Engineering, 2nd ed., Prentice Hall, Upper Saddle River, NJ, p. 83.
3. Chou, Y.L. (1975), Statistical Analysis, 2nd ed., Holt Rinehart and Winston, New York, NY, pp. 562-5.
4. Cooley, J.W. and John, W.T. (1965), "An algorithm for the machine calculation of complex Fourier series", Mathematical Computations, Vol. 19, pp. 297-301.
5. Darryll, P. and Liming, S. (2006), "Structural health monitoring using empirical mode decomposition and the Hilbert phase", Journal of Sound and Vibration, Vol. 294, pp. 97-124.
6. Doebling, S.W., Farrar, C.R. and Prime, M.B. (1998), "A summary review of vibration based damage identification method", Shock and Vibration Digest, Vol. 30 No. 2, pp. 91-105.
7. Doebling, S.W., Farrar, C.R., Prime, M.B. and Shevitz, D.W. (1996), "Damage identification and health monitoring of structural and mechanical system from changes in their characteristics: a literature review", Los Alamos National Laboratory Report No. LA-13070-MS, Los Alamos, NM.
8. Hou, Z. and Noori, M. (1999), "Application of wavelet analysis for structural health monitoring", Proceedings of the Second International Workshop on Structural Health Monitoring, Stanford University, Stanford, CA, pp. 946-55.
9. Hou, Z., Noori, M. and Amand, R.St. (2000), "Wavelet-based approach for structural damage detection", Journal of Engineering Mechanics, Vol. 126 No. 7, pp. 677-83.
10. Huang, N.E., Shen, Z. and Long, S.R. (1999), "A new view of nonlinear water waves: the Hilbert spectrum", Annual Review of Fluid Mechanics, Vol. 31 pp. 417-57.
11. Huang, N.E., Shen, Z., Long, S.R., Wu, M.C., Shih, H.H., Zheng, Q., Yen, N.C., Tung, C.C. and Liu, H.H. (1998), "The empirical mode decomposition and the Hilbert spectrum fornonlinear and non-stationary time series analysis", Proceedings of the Royal Sec.115 London A, The Royal Society, London, pp. 903-95.
12. Kerschen, G., Vakakis, A.F., Lee, Y.S., McFarland, D.M. and Bergman, L.A. (2008), "Toward a fundamental understanding of the Hilbert-Huang transform in nonlinear structural dynamics", Journal of Vibration and Control, Vol. 14, pp. 77-105.
13. Kim, H. and Melhem, H. (2002), "Fourier and wavelet analyses for fatigue assessment of concrete beams", Experimental Mechanics, Vol. 43 No. 2, pp. 131-40.
14. Lanata, F. and Grosso, A.D. (2006), "Damage detection and localization for continuous static monitoring of structures using a proper orthogonal decomposition of signals", Institute of Physics Publishing Smart Materials Structures, Vol. 15 No. 19, pp. 1811-29.
15. Lin, S., Yang, J.N. and Zhou, L. (2005), "Damage identification of a benchmark building for structural health monitoring", Smart Materials and Structures, Vol. 14, pp. S162-9.
16. Pai, P.F. and Palazotto, A.N. (2008), "HHT-based nonlinear signal processing method for parametric and nonparametric identification of dynamical systems", Mechanical Sciences, Vol. 50, pp. 1619-35.
17. Poon, C.W. and Chang, C.C. (2007), "Identification of nonlinear elastic structures using empirical mode decomposition and nonlinear normal modes", Smart Structures and Systems, Vol. 3 No. 4, pp. 423-37.
18. Rucka, M. and Wilde, K. (2006), "Application of continuous wavelet transform in vibration based damage detection method for beams and plates", Sound and Vibration, Vol. 297, pp. 536-50.
19. Salawu, O.S. (1997), "Detection of structural damage through changes in frequency: a review", Engineering Structures, Vol. 19 No. 9, pp. 718-23.
20. Sohn, H., Farrar, C.R., Hemez, F.M., Shunk, D.D., Stinemates, D.W. and Nadler, B.R. (2003), "A review of structural health monitoring literature: 1996-2001", Los Alamos National Laboratory Report No. LA-13976-MS, Los Alamos, NM.
21. Su, S.C., Huang, N.E. and Wen, K.L. (2008), "A new spectral representation of strong motion earthquake data: Hilbert spectral analysis of Taipower building station, 1994-2006", Proceedings of the Fifth International Conference on Urban Earthquake Engineering, Tokyo, 4-5 March.
22. Wen, Y.K. (1976), "Method for random vibration of hysteretic system", Journal of Engineering Mechanics - ASCE, Vol. 102 No. 2, pp. 249-63.
23. Wu, Z. and Huang, N.E. (2004), "Ensemble empirical mode decomposition: a noise-assisted data analysis method", Technical Report No. 173, Centre for Ocean-Land-Atmosphere Studies, Calverton, MD.
24. Yang, J.N. and Lei, Y. (2000a), "System identification of linear structures using Hilbert transform and empirical mode decomposition", Proceedings of the 18th International Modal Analysis Conference: A Conference on Structural Dynamics, Vol. 1, Society for Experimental Mechanics, Bethel, CT, pp. 213-19. (Pubitemid 30591355)
25. Yang, J.N. and Lei, Y. (2000b), "Identification of civil structures with nonproportional damping", Proceedings of the SPIE, Vol. 3988, pp. 284-94.
26. Yang, J.N., Lei, Y., Lin, S. and Huang, N. (2004), "Hilbert-Huang based approach for structural damage detection", Journal of Engineering Mechanics - ASCE, Vol. 130 No. 1, pp. 85-95.
27. Yang, J.N., Lei, Y., Pan, S. and Huang, N. (2003a), "Identification of linear structures based on Hilbert-Huang transform. Part I: normal modes", Earthquake Engineering & Structural Dynamics, Vol. 32 No. 9, pp. 1443-67. (Pubitemid 36971761)
28. Yang, J.N., Lei, Y., Pan, S. and Huang, N. (2003b), "Identification of linear structures based on Hilbert-Huang transform. Part II: complex modes", Earthquake Engineering & Structural Dynamics, Vol. 32 No. 10, pp. 1533-54. (Pubitemid 37050146)
29. Zhang, R.R., Ma, S., Erdal, S. and Stephen, H. (2003), "Hilbert-Huang transform analysis of dynamic and earthquake motion recordings", Journal of Engineering Mechanics, Vol. 129 No. 8, pp. 861-75.