DOI QR코드

DOI QR Code

Iterative damage index method for structural health monitoring

  • You, Taesun (Texas A&M Transportation Institute, College Station) ;
  • Gardoni, Paolo (Department of Civil and Environmental Engineering, University of Illinois at Urbana-Champaign) ;
  • Hurlebaus, Stefan (Zachry Department of Civil Engineering, Texas A&M University, College Station)
  • 투고 : 2014.03.03
  • 심사 : 2014.03.24
  • 발행 : 2014.03.25

초록

Structural Health Monitoring (SHM) is an effective alternative to conventional inspections which are time-consuming and subjective. SHM can detect damage early and reduce maintenance cost and thereby help reduce the likelihood of catastrophic structural events to infrastructure such as bridges. After reviewing the Damage Index Method (DIM), an Iterative Damage Index Method (IDIM) is proposed to improve the accuracy of damage detection. These two damage detection techniques are compared based on damage on two structures, a simply supported beam and a pedestrian bridge. Compared to the traditional damage detection algorithm, the proposed IDIM is shown to be less arbitrary and more accurate.

키워드

과제정보

연구 과제 주관 기관 : Association of American Railroads (AAR)

참고문헌

  1. ABAQUS (2004), Version 6.5 User Manual, Hibbit, Karlsson & Sorensen, Inc., Rhode Island, USA.
  2. Alvandi, A. and Cremona, C. (2006), "Assessment of vibration-based damage identification techniques", J. Sound Vib., 292(1-2), 179-202. https://doi.org/10.1016/j.jsv.2005.07.036
  3. Bureau of Transportation Statistics (2008), National transportation statistics, U.S. Department of Transportation, Washington, DC, USA.
  4. Choi, F., Li, J., Samali, B. and Crews, K. (2008), "Application of the modified damage index method to timber beams", Eng. Struct., 30(4), 1124-1145. https://doi.org/10.1016/j.engstruct.2007.07.014
  5. Huang, Q., Gardoni, P. and Hurlebaus, S. (2009), "Probabilistic capacity models and fragility estimates for reinforced concrete columns incorporating NDT data", J. Eng. Mech. - ASCE, 135(12), 1384-1392. https://doi.org/10.1061/(ASCE)0733-9399(2009)135:12(1384)
  6. Humar, J., Bagchi, A. and Xu, H. (2006), "Performance of vibration-based techniques for the identification of structural damage", Struct. Health Monit., 5(3), 215-241. https://doi.org/10.1177/1475921706067738
  7. Hurlebaus, S. and Gaul, L. (2006), "Smart structure dynamics", Mech. Syst. Signal Pr., 20(2), 255-281. https://doi.org/10.1016/j.ymssp.2005.08.025
  8. Kim, B., Stubbs, N. and Park, T. (2005), "A new method to extract modal parameters using output-only responses", J. Sound Vib., 282, 215-230. https://doi.org/10.1016/j.jsv.2004.02.026
  9. Kim, C. and Kawatani, M. (2007), "Application of total squares algorithm for damage identification of bridges under a moving vehicle", Proceedings of the 10th International Conference on Application of Statistics and Probability in Civil Engineering, Tokyo, Japan, July.
  10. Kim, J.T., Park, J.H. and Lee, B. (2007), "Vibration-based damage monitoring in model plate-girder bridges under uncertain temperature conditions", Eng. Struct., 29(7), 1354-1365. https://doi.org/10.1016/j.engstruct.2006.07.024
  11. Kim, J.T., Ryu, Y., Cho, H. and Stubbs, N. (2003), "Damage identification in beam-type structures: frequency-based method vs mode-shape-based method", Eng. Struct., 25(1), 57-67. https://doi.org/10.1016/S0141-0296(02)00118-9
  12. Kim, J.T. and Stubbs, N. (2002), "Improved damage identification method based on modal information", J. Sound Vib., 252(2), 223-238. https://doi.org/10.1006/jsvi.2001.3749
  13. Kim, J.T. and Stubbs, N. (2003), "Nondestructive crack detection algorithm for full-scale bridges", J. Struct. Eng. - ASCE, 129(10), 1358-1366. https://doi.org/10.1061/(ASCE)0733-9445(2003)129:10(1358)
  14. Kim, J.T., Na, W., Ryu, Y., Park, J.H., Lee, J. and Lee, S. (2008), "Virbration-based damage monitoring algorithms for prestress-loss in PSC girder bridges", Proceeding of SPIE, 6932, 69322C.
  15. Kim, Y., Chong, J. and Kim, J. (2013), "Wavelet-based AR-SVM for health monitoring of smart structures", Smart Mater. Struct., 22(1), 15003.
  16. Lenzen, A. (2005), "Monitoring and damage assessment of mechanical systems by vibration analysis", Proceedings of the 9th International Conference on Structural Safety and Reliability, Rome, Italy, June.
  17. Mizuno, Y., Monroig, E. and Fujino, Y. (2008), "Wavelet decomposition-based approach for fast damage detection of civil structures", J. Infrastruct. Syst., 14(1), 27-32. https://doi.org/10.1061/(ASCE)1076-0342(2008)14:1(27)
  18. 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. https://doi.org/10.1016/0022-460X(91)90595-B
  19. Pandey, A.K. and Biswas, M. (1994), "Damage detection in structures using changes in flexibility", J. Sound Vib., 169(1), 3-17. https://doi.org/10.1006/jsvi.1994.1002
  20. Park, J.H., Ho, D., Kim, J.T., Ryu, Y. and Yun, C. (2009), "Damage detection algorithm-embedded smart sensor node system for bridge structural health monitoring", Proceeding of SPIE, 7292, 72922T.
  21. Park, S., Stubbs, N., Bolton, R., Choi, S. and Sikorsky, C. (2001), "Field verification of the damage index method in a concrete box-girder bridge via visual inspection", Comput. Aided Civil Infrastruct. Eng., 16, 58-70. https://doi.org/10.1111/0885-9507.00213
  22. Reyer, M. (2007), Design of a wireless sensor network for structural health monitoring of bridges, Diplomarbeit, Institut fur Angewandte und Experimentelle Mechanik, Universitat Stuttgart, Stuttgart, Germany.
  23. Shi, Z., Law, S. and Zhang, L. (2000), "Optimum sensor placement for structural damage detection", J. Eng. Mech. - ASCE, 126(11), 1173-1179. https://doi.org/10.1061/(ASCE)0733-9399(2000)126:11(1173)
  24. Stubbs, N. and Kim, J.H. (1996), "Damage localization in structures without baseline modal parameters", Am. Inst. Aeronaut. J., 34(8), 1644-1649. https://doi.org/10.2514/3.13284
  25. Stubbs, N. and Park, S. (1996), "Optimal sensor placement for mode shapes via Shannon's sampling theorem", Microcomput. Civil Eng., 11(6), 411-419. https://doi.org/10.1111/j.1467-8667.1996.tb00353.x
  26. Wardhanam K. and Hadipriono, F.C. (2003), "Analysis of recent bridge failures in the United States", J. Perform. Constr. Fac., 17(3), 144-150. https://doi.org/10.1061/(ASCE)0887-3828(2003)17:3(144)
  27. You, T. (2009), Iterative damage index method for structural health monitoring, Master thesis, Texas A&M University, College Station, Texas.
  28. Zhang, Z. and Aktan, A.E. (1995), "The damage indices for constructed facilities", Proceedings of the 13th International Modal Analysis Conference, Nashville, Tennessee, February.

피인용 문헌

  1. Adaptive Reliability Analysis of Reinforced Concrete Bridges Subject to Seismic Loading Using Nondestructive Testing vol.1, pp.4, 2015, https://doi.org/10.1061/AJRUA6.0000835
  2. Damage index based seismic risk generalization for concrete gravity dams considering FFDI vol.78, pp.1, 2021, https://doi.org/10.12989/sem.2021.78.1.053