Stationary wavelet transform method for distributed detection of damage by fiber-optic sensors

Journal of Engineering Mechanics

Volumn 140, Issue 4, 2014, Pages

  Feng, Xin ^a   Zhang, Xiaotan ^b   Sun, Changsen ^a   Motamedi, Mohammadhosein ^b   Ansari, Farhad ^b  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^b University of Illinois at Chicago   (United States)

Author keywords

Brillouin optical time domain reflectometry (BOTDR); Crack detection; Damage detection; Distributed optical fiber sensor; Multiresolution analysis; Stationary wavelet transform; Structural health monitoring

Indexed keywords

BRILLOUIN SCATTERING; CRACK DETECTION; CRACKS; FIBER OPTIC SENSORS; GAS INDUSTRY; METADATA; MULTIRESOLUTION ANALYSIS; REFLECTOMETERS; SENSORS; SIGNAL DETECTION; STRAIN; STRUCTURAL HEALTH MONITORING;

DISTRIBUTED DETECTION; DISTRIBUTED SENSING; OIL AND GAS INDUSTRY; OPTICAL FIBER SENSOR; OPTICAL TIME DOMAIN REFLECTOMETER; OPTICAL TIME DOMAIN REFLECTOMETRY; STATIONARY WAVELET TRANSFORMS; STRUCTURAL APPLICATIONS;

DAMAGE DETECTION;

CRACK; DAMAGE MECHANICS; DATA QUALITY; LOADING; SENSOR; SIGNAL PROCESSING; SPECTROSCOPY; STRUCTURAL ANALYSIS; TIME DOMAIN REFLECTOMETRY; TRANSFORM;

EID: 84896299811     PISSN: 07339399     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)EM.1943-7889.0000679     Document Type: Article

References (38)

1. Ansari, F. (2007). "Practical implementation of optical fiber sensors in civil structural health monitoring." J. Intell. Mater. Syst. Struct., 18(8), 879-889.
2. Bao, X. (2009). "Optical fiber sensors based on Brillouin scattering." Opt. Photonics News, 20(9), 40-46.
3. Bernini, R., et al. (2006). "Identification of defects and strain error estimation for bending steel beams using time domain Brillouin distributed optical fiber sensors." Smart Mater. Struct., 15(2), 612-622.
4. Cao, M., and Qiao, P. (2008). "Integrated wavelet transform and its application to vibration mode shapes for the damage detection of beam-type structures." Smart Mater. Struct., 17(5), 1-17.
5. Cohen, A., Daubechies, I., and Feauveau, J. (1992). "Biorthogonal basis of compactly support wavelets." Comm. Pure Appl. Math., 45(5), 485-560.
6. Daubechies, I. (1992). "Ten lectures on wavelets." Proc., CBMS-NSF Regional Conf. Series in Applied Mathematics 61, Society for Industrial and Applied Mathematics, Philadelphia.
7. Douka, E., Loutridis, S., and Trochidis, A.(2003). "Crack identification in beams using wavelet analysis." Int. J. Solids Struct., 40(13-14), 3557-3569.
8. Gentile, A., and Messina, A. (2003). "On the continuous wavelet transforms applied to discrete vibrational data for detecting open cracks in damaged beams." Int. J. Solids Struct., 40(2), 295-315.
9. Herley, C., and Vetterli, M. (1993). "Wavelets and recursive filter banks." IEEE Trans. Signal Process., 41(8), 2536-2556.
10. Hong, J., Kim, Y., Lee, H., and Lee, Y. (2002). "Damage detection using Lipschitz exponent estimated by the wavelet transform: Applications to vibration modes of beam." Int. J. Solids Struct., 39(7), 1803-1846.
11. Horiguchi, T., Shimizu, K., Kurashima, T., Tateda, M., and Koyamada, Y. (1995). "Development of a distributed sensing technology using Brillouin scattering." J. Lightwave Technol., 13(7), 1296-1302.
12. Horiguchi, T., and Tateda, M. (1989). "Tensile strain dependence of Brillouin frequency shift in silica optical fibers." Photon. Technol. Lett., 1(5), 107-108.
13. Hotate, K., and Tanaka, M. (2001) "Correlation-based continuous-wave technique for optical fiber distributed strain measurement using Brillouin scattering with an cm-order spatial resolution." IEICE Trans. Electron., E84-C(12), 1823-1828.
14. Imai, M., Nakano, R., Kono, T., Ichinomiya, T., Miura, S., and Mure, M. (2010). "Crack detection application for fiber reinforced concrete using BOCDA-based optical fiber strain sensor." J. Struct. Eng., 10.1061/(ASCE)ST.1943-541X.0000195, 1001-1008.
15. Kalosha, P., Ponomarev, E., Chen, L., and Bao, X. (2006). "How to obtain high spectral resolution of SBS-based distributed sensing by using nanosecond pulses." Opt. Express, 14(6), 2071-2078.
16. Liew, K., and Wang, Q. (1998). "Application of wavelet theory for crack identification in structures." J. Eng. Mech., 10.1061/(ASCE)0733-9399(1998)124:2(152), 152-157.
17. Mallat, S. (1989). "A theory for multi resolution signal decomposition: the wavelet representation." Pattern Anal. Mach., 11(7), 674-693.
18. Mallat, S., and Hwang, W. (1992). "Sigularity detection and processing with wavelets." IEEE Trans. Inf. Theory, 38(2), 617-643.
19. Misiti, M., Misiti, Y., Oppenheim, G., and Poggi, J. (2009). Wavelet toolbox: User's guide, MathWorks, Natick, MA.
20. Mohamad, H., Bennett, P., Soga, K., Mair, R., and Bowers, K. (2010). "Behaviour of an old masonry tunnel due to tunnelling-induced ground settlement." Geotechnique, 60(12), 927-938.
21. Murayama, H., Kageyama, K., Naruse, H., Shimada, A., and Uzawa, K. (2003). "Application of fiber-optic distributed sensors to health monitoring for full-scale composite structures." J. Intell. Mater. Syst. Struct., 14(1), 3-13.
22. Naruse, H., and Tateda, M. (1999). "Trade-off between the spatial and the frequency resolutions in measuring the power spectrum of the Brillouin backscattered light in an optical fiber." Appl. Opt., 38(31), 6516-6521.
23. Nitta, N., Tateda, M., and Omatsu, T. (2002). "Spatial resolution enhancement in BOTDR by spectrum separation method." Opt. Rev., 9(2), 49-53.
24. Ohno, H., Naruse, H., Kihara, M., and Shimada, A. (2001). "Industrial applications of the BOTDR optical fiber strain sensor." Opt. Fiber Technol., 7(1), 45-64.
25. Ovanesova, A., and Suarez, L. (2004). "Applications of wavelet transforms to damage detection in frame structures." Eng. Struct., 26(1), 39-49.
26. Peng, Z., and Chu, F. (2004). "Application of the wavelet transform in machine condition monitoring and fault diagnostics: A review with bibliography." Mech. Syst. Signal Process., 18(2), 199-221.
27. Pesquet, J., Krim, H., and Carfantan, H. (1996). "Time-invariant orthonormal wavelet representation." IEEE Trans. Signal Process., 44(8), 1964-1970.
28. Quek, S., Wang, Q., Zhang, L., and Ong, K. (2001). "Practical issues in the detection of damage in beams using wavelets." Smart Mater. Struct., 10(5), 1009-1017.
29. Ravet, F., Briffod, F., Glisic, B., Nikles, M., and Inaudi, D. (2009). "Submillimeter crack-detection with Brillouin-based fiber-optic sensors." IEEE Sens. J., 9(11), 1391-1396.
30. Reda Taha, M., Noureldin, A., Lucero, J., and Baca, T. (2006). "Wavelet transform for structural health monitoring: A compendium of uses and features." Struct. Health Monit., 5(3), 267-295.
31. Rucka, M., and Wilde, K. (2006). "Application of continuous wavelet transform in vibration based damage detection method for beams and plates." J. Sound Vibrat., 297(3-5), 536-550.
32. Staszewski, W. (1998). "Structural and mechanical damage detection using wavelets." Shock Vibrat. Digest, 30(6), 457-472.
33. Todd, M., Nichols, J., Trickey, S., Seaver, M., Nichols, C., and Virgin, L. (2007). "Bragg grating-based fibre optic sensors in structural health monitoring." Philos. Trans. R. Soc. A, 365(1851), 317-343.
34. Wu, Z., Xu, B., Hayashi, K., and Machida, A. (2006). "Distributed fiber optic sensing for a full-scale PC girder strengthened with prestressed PBO sheets." Eng. Struct., 28(7), 1049-1059.
35. Yuan, L., and Ansari, F. (1998). "Embedded white light interferometer fiber optic strain sensor for monitoring crack-tip opening in concrete beams." Meas. Sci. Technol., 9(2), 261-266.
36. Zhang, D., Xu, H., Shi, B., Sui, H., and Wei, G. (2009). "Brillouin power spectrum analysis for partially uniformly strained optical fiber." Opt. Lasers Eng., 47(9), 976-981.
37. Zhang, H., and Wu, Z. (2008). "Performance evaluation of BOTDR-based distributed fiber optic sensors for crack monitoring." Struct. Health Monit., 7(2), 143-156.
38. Zhong, S., and Oyadiji, O. (2011). "Crack detection in simply supported beams using stationary wavelet transform of modal data." Struct. Contr. Health Monit., 18(2), 169-190.