Browse > Article
http://dx.doi.org/10.12989/sss.2013.12.3_4.291

A novel transmissibility concept based on wavelet transform for structural damage detection  

Fan, Zhe (Faculty of Infrastructure Engineering, Dalian University of Technology)
Feng, Xin (Faculty of Infrastructure Engineering, Dalian University of Technology)
Zhou, Jing (Faculty of Infrastructure Engineering, Dalian University of Technology)
Publication Information
Smart Structures and Systems / v.12, no.3_4, 2013 , pp. 291-308 More about this Journal
Abstract
A novel concept of transmissibility based on a wavelet transform for structural damage detection is presented in this paper. The main objective of the research was the development of a method for detecting slight damage at the incipient stage. As a vibration-based approach, the concept of transmissibility has attracted considerable interest because of its advantages and effectiveness in damage detection. However, like other vibration-based methods, transmissibility-based approaches suffer from insensitivity to slight local damage because of the regularity of the traditional Fourier transform. Therefore, the powerful signal processing techniques must be found to solve this problem. Wavelet transform that is able to capture subtle information in measured signals has received extensive attention in the field of damage detection in recent decades. In this paper, we first propose a novel transmissibility concept based on the wavelet transform. Outlier analysis was adopted to construct a damage detection algorithm with wavelet-based transmissibility. The feasibility of the proposed method was numerically investigated with a typical six-degrees-of-freedom spring-mass system, and comparative investigations were performed with a conventional transmissibility approach. The results demonstrate that the proposed transmissibility is more sensitive than conventional transmissibility, and the former is a promising tool for structural damage detection at the incipient stage.
Keywords
structural health monitoring; damage detection; transmissibility; wavelet transform; outlier analysis;
Citations & Related Records
Times Cited By KSCI : 2  (Citation Analysis)
연도 인용수 순위
1 Yi, T.H., Li, H.N. and Gu, M. (2011a), "Characterization and extraction of global positioning system multipath signals using improved particle filtering algorithm", Meas. Sci. Technol., 22(7), DOI 075101: 1-11.
2 Yi, T.H., Li, H.N. and Gu, M. (2011b), "A new method for optimal selection of sensor location on a high-rise building using simplified finite element model", Struct. Eng. Mech., 37(6), 671-684.   DOI   ScienceOn
3 Yi, T.H., Li, H.N. and Gu, M. (2013), "Experimental assessment of high-rate GPS receivers for deformation monitoring of bridge", J. Int. Meas. Confed., 46(1), 420-432.   DOI   ScienceOn
4 Yi, T.H., Li, H.N. and Zhang, X. (2012), "Sensor placement on Canton Tower for health monitoring using asynchronous-climbing monkey algorithm", Smart Mater. Struct., 21(12), DOI 125023: 1-12.
5 Zhu, D., Yi, X. and Wang, Y. (2011), "Sensitivity analysis of transmissibility functions for structural damage detection", Proceedings of the SPIE, 79832M.
6 Park, N.G. and Park, Y. (2005), "Identification of damage on a substructure with measured frequency response functions", J. Mech. Sci. Technol., 19(10), 1891-1901.   DOI   ScienceOn
7 Ribeiro, A.M.R., Silva, J.M.M. and Maia, N.M.M. (2000), "On the generalisation of the transmissibility concept", Mech. Syst. Signal Pr., 14(1), 29-35.   DOI   ScienceOn
8 Steenackers, G., Devriendt, C. and Guillaume, P. (2007), "On the use of transmissibility measurements for finite element model updating", J. Sound Vib., 303(3), 707-722.   DOI   ScienceOn
9 Sampaio, R., Maia, N.M.M., Ribeiro, A. and Silva, J. (2001), "Transmissibility techniques for damage detection". Proceedings of 19th International Modal Analysis Conference (IMAC XIX), Kissimmee, Florida, USA, 1524-1527.
10 Shi, Z., Law, S. and Zhang, L. (2000), "Structural damage detection from modal strain energy change", J. Eng. Mech.- ASCE, 126(12), 1216-1223.   DOI   ScienceOn
11 Sun, Z. (2002), "Structural damage assessment based on wavelet packet transform", J. Struct. Eng.- ASCE, 128(10), 1354-1361.   DOI   ScienceOn
12 Teughels, A. and De Roeck, G. (2005), "Damage detection and parameter identification by finite element model updating" , Arch. Comput. Method E., 12(2), 123-164.   DOI   ScienceOn
13 Urgueira, A.P.V., Almeida, R.A.B. and Maia, N.M.M. (2011), "On the use of the transmissibility concept for the evaluation of frequency response functions", Mech. Syst. Signal Pr., 25(3), 940-951.   DOI   ScienceOn
14 Worden, K., Manson, G. and Fieller, N. (2000), "Damage detection using outlier analysis", J. Sound Vib., 229(3), 647-667.   DOI   ScienceOn
15 Yan, Y.J., Cheng, L., Wu, Z.Y. and Yam, L.H. (2007), "Development in vibration-based structural damage detection technique", Mech. Syst. Signal Pr., 21(5), 2198-2211.   DOI   ScienceOn
16 Yang, Q.W. (2011), "A new damage identification method based on structural flexibility disassembly", J. Vib. Control, 17(7), 1000-1008.   DOI   ScienceOn
17 Hou, Z., Noori, M.N. and Amand, R. St. (2000), "Wavelet-based approach for structural damage detection", J. Eng. Mech - ASCE, 126(7), 677-683.   DOI   ScienceOn
18 Kim, H. and Melhem, H. (2004), "Damage detection of structures by wavelet analysis", Eng. Struct., 26(3), 347-362.   DOI   ScienceOn
19 Jiang, X., Ma, Z.J. and Ren, W.X. (2012), "Crack detection from the slope of the mode shape using complex continuous wavelet transform", Comput. Aided Civil Infrastruct. Eng., 27(3), 187-201.   DOI   ScienceOn
20 Johnson, T.J. and Adams, D.E. (2002), "Transmissibility as a differential indicator of structural damage", J. Vib. Acoust., 124(4), 634-641.   DOI   ScienceOn
21 Kim, J.T., Ryu, Y.S., Cho, H.M. and Stubbs, N. (2003), "Damage identification in beam-type structures: frequency-based method vs mode-shape-based method", Eng. Struct., 25(1), 57-67.   DOI   ScienceOn
22 Law, S.S., Li, J. and Ding, Y. (2011), "Structural response reconstruction with transmissibility concept in frequency domain", Mech. Syst. Signal Pr., 25(3), 952-968.   DOI   ScienceOn
23 Lee, Y. and Chung, M. (2000), "A study on crack detection using eigenfrequency test data", Comput. Struct., 77(3), 327-342.   DOI   ScienceOn
24 Maia, N.M.M., Almeida, R.A.B., Urgueira, A.P.V. and Sampaio, R.P.C. (2011), "Damage detection and quantification using transmissibility", Mech. Syst. Signal Pr., 25(7), 2475-2483.   DOI   ScienceOn
25 Maia, N.M.M., Silva, J.M.M. and Ribeiro, A.M.R. (2001), "The transmissibility concept in multi-degree-of-freedom systems", Mech. Syst. Signal Pr., 15(1), 129-137.   DOI   ScienceOn
26 Mallat, S.G. (1989), "A theory for multiresolution signal decomposition: The wavelet representation", IEEE T. Pattern Anal., 11(7), 674-693.   DOI   ScienceOn
27 Ostachowicz, W.M. and Krawczuk, M. (1990), "Vibration analysis of a cracked beam", Comput. Struct., 36(2), 245-250.   DOI   ScienceOn
28 Bayissa, W.L., Haritos, N. and Thelandersson, S. (2008), "Vibration-based structural damage identification using wavelet transform", Mech. Syst. Signal Pr., 22(5), 1194-1215.   DOI   ScienceOn
29 Pandey, A.K., Biswas, M. and Samman, M.M. (1991), "Damage detection from changes in curvature mode shapes", J. Sound Vib., 145(2), 321-332.   DOI   ScienceOn
30 Alvandi, A. and Cremona, C. (2006), "Assessment of vibration-based damage identification techniques", J. Sound Vib., 292(1), 179-202.   DOI   ScienceOn
31 Biswas, M., Pandey, A.K. and Samman, M.M. (1990), "Diagnostic experimental spectral/modal analysis of a highway bridge", Int. J. Anal. Exper. Modal ., 5(1), 33-42.
32 Canales, G., Mevel, L. and Basseville, M. (2009), "Transmissibility based damage detection", Proceedings of the 27th International Modal Analysis Conference (IMAC-XXVII), Orlando, Florida, USA.
33 Catbas, F.N., Gul, M. and Burkett, J.L. (2008), "Conceptual damage-sensitive features for structural health monitoring: laboratory and field demonstrations", Mech. Syst. Signal Pr., 22(7), 1650-1669.   DOI   ScienceOn
34 Cawley, P. and Adams, R.D. (1979), "The location of defects in structures from measurements of natural frequencies", J. Strain Anal. Eng., 14(2), 49-57.   DOI   ScienceOn
35 Chui, C.K. (1992), An introduction to wavelets, Academic, San Diego.
36 Devriendt, C. and Guillaume, P. (2008), "Identification of modal parameters from transmissibility measurements", J. Sound Vib., 314(1), 343-356.   DOI   ScienceOn
37 Doebling, S.W., Farrar, C.R. and Prime, M.B. (1998), "A summary review of vibration-based damage identification methods", Shock Vib., 30(2), 91-105.   DOI   ScienceOn
38 Almeida, R.A.B., Urgueira, A.P.V. and Maia, N.M.M. (2010), "The use of transmissibility properties to estimate FRFs on modified structures", Shock Vib., 17(4), 563-577.   DOI
39 Gurley, K. and Kareem, A. (1999), "Applications of wavelet transforms in earthquake, wind and ocean engineering", Eng. Struct., 21(2), 149-167.   DOI   ScienceOn
40 Hong, J.C., Kim, Y.Y., Lee, H.C. and Lee, Y.W. (2002), "Damage detection using the Lipschitz exponent estimated by the wavelet transform: applications to vibration modes of a beam", Int. J. Solids Struct., 39(7), 1803-1816.   DOI   ScienceOn