Crack location in beams by data fusion of fractal dimension features of laser-measured operating deflection shapes

Smart Structures and Systems

Volumn 13, Issue 6, 2014, Pages 975-991

  Bai, R B ^a,b   Song, X G ^c   Radzienski M ^d   Cao, M S ^a   Ostachowicz, W ^d,e   Wang, S S ^a  

^a HOHAI UNIVERSITY   (China)

^b SHANDONG AGRICULTURAL UNIVERSITY   (China)

^c NEWCASTLE UNIVERSITY   (United Kingdom)

^d INSTITUTE OF FLUID FLOW MACHINERY   (Poland)

^e WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

Author keywords

Crack location; Damage detection; Data fusion; Fractal dimension; Laser measurement; Multiple cracks; Operating deflection shape

Indexed keywords

DAMAGE DETECTION; DATA FUSION; DEFLECTION (STRUCTURES); LOCATION; NUMERICAL METHODS;

BEAM-TYPE STRUCTURES; CRACK LOCATION; DAMAGE LOCALIZATION; LASER MEASUREMENTS; MULTIPLE CRACK; OPERATING DEFLECTION SHAPES; SCANNING LASER VIBROMETERS; STRUCTURAL DEFORMATION;

FRACTAL DIMENSION;

EID: 84904410322     PISSN: 17381584     EISSN: 17381991     Source Type: Journal    
DOI: 10.12989/sss.2014.13.6.975     Document Type: Article

References (45)

1. An, Y.H. and Ou, J.P. (2012), "Experimental and numerical studies on damage localization of simply supported beams based on curvature difference probability method of waveform fractal dimension", J. Intel. Mater. Syst. Str., 23(4), 415-426.
2. Bai, R.B., Cao, M.S., Su, Z.Q. Ostachowicz, W. and Xu, H. (2012), "Fractal dimension analysis of higher-order mode shapes for damage identification of beam structures", Math. Probl. Eng., 2012, 1-16.
3. Bai, R.B., Ostachowicz, W., Cao, M.S. and Su, Z. (2014), "Crack detection in beams in noisy conditions using scale fractal dimension analysis of mode shapes", Smart Mater. Struct., 23(6), 065014.
4. Cao, M.S., Ren, Q.W. and Qiao P.Z. (2006), "Nondestructive assessment of reinforced concrete structures based on fractal damage characteristic factors", J. Eng. Mech. - ASCE, 132(9), 924-931.
5. Cao, M.S. and Qiao, P.Z. (2009), "On the wavelet-fractal nonlinear damage diagnosis of mechanical systems", Smart Mater. Struct., 18(8), 085022.
6. Cao, M.S. and Qiao, P.Z. (2009), "Novel Laplacian scheme and multiresolution modal curvatures for structural damage identification", Mech. Syst. Signal Pr., 23(4), 1223-1242.
7. Cao, M.S., Cheng, L., Su, Z.Q. and Xu, H. (2012), "A multi-scale pseudo-force model in wavelet domain for identification of damage in structural components", Mech. Syst. Signal Pr., 28, 638-659.
8. Cao, M.S., Su, Z.Q, Cheng, L. and Xu, H. (2013), "A multi-scale pseudo-force model for characterization of damage in beam components with unknown material and structural parameters", J. Sound Vib., 332(21), 5566-5583.
9. Cao, M.S., Ye, L., Zhou, L.M., Su, Z.Q. and Bai, R.B. (2011), "Sensitivity of fundamental mode shape and static deflection for damage identification in cantilever beams", Mech. Syst. Signal Pr., 25(2), 630-643.
10. Farhidzadeh, A., Dehghan-Niri, E., Moustafa, A., Salamone, S. and Whittaker, A. (2013), "Damage assessment of reinforced concrete structures using fractal analysis of residual crack patterns", Experimental Mech., 53(9), 1607-1619.
11. Fayyadh, M.M. and Razak, H.A. (2013), "Damage identification and assessment in RC structures using vibration data: a review", J. Civil Eng. Management, 19(3), 375-386.
12. Federico C. (2013), "A Review of data fusion techniques", The Scientific World Journal, Article ID 704504, 19 pages.
13. Fugate, M.L., Sohn, H. and Farrar, C.R. (2001), "Vibration-based damage detection using statistical process control", Mech. Syst. Signal Pr., 15(4), 707-721. (Pubitemid 32732399)
14. Hadjileontiadis, L.J., Doukab, E. and Trochidis, A. (2005), "Fractal dimension analysis for crack identification in beam structures", Mech. Syst. Signal Pr., 19(3), 659-674.
15. Hadjileontiadis, L.J. and Doukab, E. (2007), "Crack detection in plates using fractal dimension", Eng. Struct., 29(7), 1612-1625. (Pubitemid 46832036)
16. Inman, D.J. (2000), Engineering vibration, Prentice Hall, Upper Saddle River.
17. Katz, M.J. (1988), "Fractals and the analysis of waveforms", Comput. Biol. Med., 18(3), 145-156.
18. Li, H., Bao, Y.Q. and Ou, J.Q. (2008), "Structural damage identification based on integration of information fusion and Shannon entropy", Mech. Syst. Signal Pr., 22(6) 1427-1440.
19. Li, H., Huang, Y., Ou, J. and Bao, Y. (2011), "Fractal dimension-based damage detection method for beams with a uniform cross-section", Comput. - Aided Civil Infrastruct. Eng., 26(3), 190-206.
20. Li, H., Tao, D., Huang, Y. and Bao, Y. (2013), "A data-driven approach for seismic damage detection of shear-type building structures using the fractal dimension of time-frequency features", Struct. Control Health Monit., 20(9), 1191-1210.
21. Li, P., Gu, H.C., Song, G.B., Zheng, R. and Mo, Y. L. (2010), "Concrete structural health monitoring using piezoceramic-based wireless sensor networks", Smart Struct. Syst., 6(5-6), 731-748.
22. Pai, P.F. and Young, L.G. (2001), "Damage detection of beams using operating deflection shapes", Int. J. Solids Struct., 38(18), 3161-3192. (Pubitemid 32257374)
23. 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.
24. Parloo, E., Guillaume, P. and Overmeire, M.V. (2003), "Damage assessment using mode shape sensitivities", Mech. Syst. Signal Pr., 17(3), 499-518.
25. Qiao, P.Z. and Cao, M.S. (2008), "Waveform fractal dimension for modal vibration-type-based damage identification of beam-type structures", Int. J. Solids Struct., 45(22-23), 5946-5961.
26. Ren, W.X. and Roeck, G.D. (2002), "Structural damage identification using modal data. I: simulation verification", J. Struct. Eng. - ASCE, 128(1), 87-95.
27. Ren, W. X. and Roeck, G.D. (2002), "Structural damage identification using modal data. II: test verification", J. Struct. Eng. - ASCE, 128(1), 96-104.
28. Roy, K. and Ray-Chaudhuri, S. (2013), "Fundamental mode shape and its derivatives in structural damage localization", J. Sound Vib., 332(21), 5584-5593.
29. Salawu, O.S. and Williams, C. (1994), "Damage location using vibration mode shapes", Proceedings of the 12th IMAC, Honolulu, Hawaii, USA.
30. Sazonov, E. and Klinkhachorn, P. (2005), "Optimal spatial sampling interval for damage detection by curvature or strain energy mode shapes", J. Sound Vib., 285(4-5), 783-801. (Pubitemid 40753213)
31. Shi Z.Y., Law S.S. and Zhang L.M. (2000), "Structural damage detection from modal strain energy change", J. Eng. Mech. - ASCE, 126(12), 1216-1223. (Pubitemid 32022004)
32. Sohn, H., Kim, S.D. and Harries, K. (2008), "Reference-free damage classification based on cluster analysis", Comput. -Aided Civil Infrastruct. Eng., 23(5), 324-338. (Pubitemid 351627213)
33. Su, Z.Q., Wang, X.M., Cheng, L., Yu, L. and Chen, Z.P. (2009), "On selection of data fusion schemes for structural damage evaluation", Struct. Health Monit., 8(3), 223-241.
34. Su, Z.Q., Ye, L. and Bu, X.Z. (2002), "A damage identification technique for CF/EP composite laminates using distributed piezoelectric transducers", Compos. Struct., 57(1-4), 465-471.
35. Waldron, K., Ghoshal, A., Schulz, M.J., Sundaresan, M.J., Ferguson, F., Pai P.F. and Chung, J.H. (2002), "Damage detection using finite element and laser operating deflection shapes", Finite Elem. Anal. Des., 38(3), 193-226. (Pubitemid 33143570)
36. Wang, J.L. and Qiao, P.Z. (2007), "Improved damage detection for beam-type structures using a uniform load surface", Struct. Health Monit., 6(2), 99-110.
37. Wang, S.S., Ren, Q.W. and Qiao, P.Z. (2006), "Structural damage detection using local damage factor", J. Vib. Control, 12(9), 955-973.
38. Wang, Q. and Wu, N. (2011), "Detecting the delamination location of a beam with a wavelet transform: an experimental study", Smart Mater. Struct., 20(1) doi:10.1088/0964-1726/20/1/012002.
39. Xiang, J.W., Matsumoto, T., Wang, Y.X. and Jiang, Z.S. (2013), "Detect damages in conical shells using curvature mode shape and wavelet finite element method", Int. J. Mech. Sci., 66, 83-93.
40. Xu, G.Y., Zhu, W.D. and Emory, B.H. (2007), "Experimental and numerical investigation of structural damage detection using changes in natural frequencies", J. Vib. Acoust., 129(6), 686-700. (Pubitemid 350200820)
41. Xu, W., Radzieński, M., Ostachowicz, W. and Cao, M.S. (2013), "Damage detection in plates using two-dimensional directional Gaussian wavelets and laser scanned operating deflection shapes", Struct. Health Monit., 12(5-6), 457-468.
42. Yang, Z.B., Chen, X.F., Tian, S.H. and He, Z.J. (2012), "Multiple damages detection in beam based approximate waveform capacity dimension", Struct. Eng. Mech., 41(5), 663-673.
43. Zhang, C.L., Li, B., Yang, Z.B. Xiao, W.R. and He, Z.J. (2013), "Crack location identification of rotating rotor systems using operating deflection shape data", Sci. China-Technol. Sci., 332(21), 5566-5583.
44. Zhong, S.C. and Oyadiji, S.O. (2011), "Detection of cracks in simply-supported beams by continuous wavelet transform of reconstructed modal data", Comput. Struct., 89(1-2), 127-148.
45. Zhou, L., Sun, H. and He, Z.Q. (2013), "Fractal dimension-based damage imaging for composites", Shock Vib., 20(5), 979-998.