Smart Structures and Systems

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Hybrid acceleration-impedance sensor nodes on Imote2-platform for damage monitoring in steel girder connections

  • Kim, Jeong-Tae (Department of Ocean Eng., Pukyong National University) ;
  • Park, Jae-Hyung (Department of Ocean Eng., Pukyong National University) ;
  • Hong, Dong-Soo (Department of Ocean Eng., Pukyong National University) ;
  • Ho, Duc-Duy (Department of Ocean Eng., Pukyong National University)
  • Received : 2010.10.18
  • Accepted : 2011.04.13
  • Published : 2011.05.25
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Abstract

Hybrid acceleration-impedance sensor nodes on Imote2-platform are designed for damage monitoring in steel girder connections. Thus, the feasibility of the sensor nodes is examined about its performance for vibration-based global monitoring and impedance-based local monitoring in the structural systems. To achieve the objective, the following approaches are implemented. First, a damage monitoring scheme is described in parallel with global vibration-based methods and local impedance-based methods. Second, multi-scale sensor nodes that enable combined acceleration-impedance monitoring are described on the design of hardware components and embedded software to operate. Third, the performances of the multi-scale sensor nodes are experimentally evaluated from damage monitoring in a lab-scaled steel girder with bolted connection joints.

Keywords

Acknowledgement

Supported by : Korea Research Foundation

References

  1. Analog Devices (2010), "Datasheet of AD5933", Available from .
  2. Bendat, J.S. and Piersol, A.G. (2003), "Engineering applications of correlation and spectral analysis", Wiley-Interscience, New York, NY.
  3. Bhalla, S. and Soh, C.K. (2004), "Structural health monitoring by piezo-impedance trans-ducers ii: applications", J. Aerospace. Eng., 17(4), 166-175. https://doi.org/10.1061/(ASCE)0893-1321(2004)17:4(166)
  4. Brincker, R., Zhang, L. and Andersen, P. (2001), "Modal identification of output-only systems using frequency domain decomposition", Smart Mater. Struct., 10(3), 441-445. https://doi.org/10.1088/0964-1726/10/3/303
  5. Cho, S., Yun, C.B., Lynch, J.P., Zimmerman, A.T., Spencer, B.F. and Nagayama, T. (2008), "Smart wireless sensor technology for structural health monitoring of civil structures", Steel Struct., 8, 267-275.
  6. Fasel, T.R., Sohn, H., Park, G. and Farrar, C.R. (2005), "Active sensing using impedancebased ARX models and extreme value statistics for damage detection", Earthq. Eng. Struct. D., 34(7), 763-785. https://doi.org/10.1002/eqe.454
  7. Giurgiutiu, V. and Zagrai, A.N. (2002), "Embedded self-sensing piezoelectric active sensors for on-line structural identification", J. Vib. Acoust., 124(1), 116-125. https://doi.org/10.1115/1.1421056
  8. Illinois Structural Health Monitoring Project (2010), Available from:
  9. Kim, J.T. and Stubbs, N. (1995), "Model uncertainty impact and damage-detection accuracy in plate girder", J. Struct. Eng., 121(10), 1409-1417. https://doi.org/10.1061/(ASCE)0733-9445(1995)121:10(1409)
  10. Kim, J.T., Ryu, Y.S., Cho, H.M. and Stubbs, N. (2003), "Damage identification in beamtype structures: frequencybased method vs modeshapebased method", Eng. Struct., 25(1), 57-67. https://doi.org/10.1016/S0141-0296(02)00118-9
  11. Kim, J.T., Na, W.B., Hong, D.S. and Park, J.H. (2006a), "Global and local health monitoring of plate-girder bridges under uncertain temperature conditions", Steel Struct., 6, 369-376.
  12. Kim, J.T., Na, W.B., Park, J.H. and Hong, D.S. (2006b), "Hybrid health monitoring of structural joints using modal parameters and EMI signatures", Proceedings of the SPIE. 6174, San Diego.
  13. Kim, J.T., Park, J.H., Hong, D.S., Cho, H.M., Na, W.B. and Yi., J.H. (2009), "Vibration and impedance monitoring for prestressloss prediction in PSC girder bridges", Smart Struct. Syst., 5(1), 81-94. https://doi.org/10.12989/sss.2009.5.1.081
  14. Koo, K.Y. (2008), "Structural health monitoring methods for bridges using ambient vibration and impedance measurements", Ph.D. Dissertation, Korea Advanced Institute of Science and Technology, Daejon, Korea.
  15. Krishnamurthy, V., Fowler, K. and Sazonov, E. (2008), "The effect of time synchronization of wireless sensors on the modal analysis of structures", Smart Mater. Struct., 17(5), 1-13.
  16. Kurata, N., Spencer, B.F. and RuizSandoval M. (2005), "Risk monitoring of buildings with wireless sensor networks", Struct. Control Health Monit., 12(3-4), 315-327. https://doi.org/10.1002/stc.73
  17. Kyung, G.S., Lee, J.S., Choi, I.Y. and Hong, S.U. (2002), "Classification and analysis: deteriorations of Korean steel plate girder bridges", Proc. Korean Soc. Stl. Const., 32-40.
  18. Lam, H.F., Ko, J.M. and Wong, C.W. (1998), "Localization of damaged structural connections based on experimental modal and sensitivity analysis", J. Sound. Vib., 210(1), 91-115. https://doi.org/10.1006/jsvi.1997.1302
  19. Levis, P and Gay, D. (2009, TinyOS Programming, Cambridge University Press, New York.
  20. Liang, C., Sun, F.P. and Rogers, C.A. (1996), "Electro-mechanical impedance modeling of active material systems", Smart Mater. Struct., 5(2), 171-186. https://doi.org/10.1088/0964-1726/5/2/006
  21. Lynch, J.P., Law, K.H., Kiremidjian, A.S., Carryer. E., Farrar, C.R., Sohn, H., Allen, D.W., Nadler, B. and Wait, J.R. (2004), "Design and performance validation of a wireless sensing unit for structural monitoring applications", Struct. Eng. Mech., 17(34), 393-408. https://doi.org/10.12989/sem.2004.17.3_4.393
  22. Lynch J.P., Wang, W., Loh, K.J., Yi, J.H. and Yun, C.B. (2006), "Performance monitoring of the geumdang bridge using a dense network of highresolution wireless sensors", Smart Mater. Struct., 15(6), 1561-1575. https://doi.org/10.1088/0964-1726/15/6/008
  23. Mascarenas, D.L., Todd, M.D., Park, G. and Farrar, C.R., (2007), "Development of an impedancebased wireless sensor node for structural health monitoring", Smart Mater. Struct., 16(6), 2137-2145. https://doi.org/10.1088/0964-1726/16/6/016
  24. Mascarenas, D.L., Park, G., Farinholt, K.M., Todd, M.D. and Farrar, C.R. (2009), "A low-power wireless sensing device for remote inspection of bolted joints", J. Aerospace Eng., 233(5), 565-575.
  25. Memsic Co. (2010), "Datasheet of ISM400", Available from: .
  26. Nagayama, T. (2007), "Structural health monitoring using smart sensors", Ph.D Dissertation, University of Illinois at Urbana-Champaign, UC, USA.
  27. Nagayama, T., Sim, S.H., Miyamori, Y. and Spencer, B.F. (2007,) "Issues in structural health monitoring employing smart sensors", Smart Struct. Syst., 3(3), 299-320. https://doi.org/10.12989/sss.2007.3.3.299
  28. Nagayama, T., Spencer, B.F. and Rice, J.A. (2009), "Autonomous decentralized structural health monitoring using smart sensors", Struct. Control Health Monit., 16(7-8), 842-859.
  29. Park, J.H., Kim, J.T., Hong, D.S., Mascarenas, D. and Lynch, J.P. (2010), "Autonomous smart sensor nodes for global and local damage detection of prestressed concrete bridges based on accelerations and impedance measurements", Smart Struct. Syst., 6(56), 711-730. https://doi.org/10.12989/sss.2010.6.5_6.711
  30. Park, S., Yun, C.B., Roh. Y. and Lee, J. (2005), "Health monitoring of steel structures using impedance of thickness modes at PZT patches", Smart Struct. Syst., 1(4), 339-353. https://doi.org/10.12989/sss.2005.1.4.339
  31. Park, G., Farrar, C.R., Scalea, F.L. and Coccia, S. (2006), "Performance assessment and validation of piezoelectric active-sensors in structural health monitoring", Smart Mater. Struct., 15(6), 1673-1683. https://doi.org/10.1088/0964-1726/15/6/020
  32. Rice, J.A. and Spencer, B.F. (2008), "Structural health monitoring sensor development for the imote2 platform", Proceedings of the SPIE, 6932, San Diego.
  33. Rice, J.A., Mechitov, K., Sim, S.H., Nagayama, T., Jang, S., Kim, R., Spencer, B.F., Agha, G.A. and Fujino, Y. (2010), "Flexible smart sensor framework for autonomous structural health monitoring", Smart Struct. Syst., 6(56), 423-438. https://doi.org/10.12989/sss.2010.6.5_6.423
  34. Roh, Y., Kim, D.Y., Yang, S.H., Park, S. and Yun, C.B. (2005), "PZT-induced lamb waves and pattern recognitions for online health monitoring of joint steel plates", Key Eng. Mater., 321-323, 146-151.
  35. Sazonov, E., Jha, R., Janoyan, K., Krishnamurthy, V., Fuchs, M. and Cross, K. (2006), "Wireless intelligent sensor and actuator network (WISAN): a scalable ultralowpower platform for structural health monitoring", Proceedings of the SPIE, 6177, San Diego.
  36. SHMA User Guide (2010), Available from: .
  37. Sim, S.H. and Spencer, B.F. (2007), "Multiscale sensing for structural health monitoring", Proceedings of the World Forum on Smart Material and Smart Structure Technology, Chongqing & Nanjing, China.
  38. Sohn, H., Farrar, C.R., Hunter, N.F. and Worden, K. (2001), "Structural health monitoring using statistical pattern recognition techniques", J. Dyn. Syst. Meas. Control,, 123(4), 706-711. https://doi.org/10.1115/1.1410933
  39. 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, LA-13976-MS, Los Alamos, NM.
  40. Spencer, B.F., RuizSandoval, M.E. and Kurata, N. (2004), "Smart sensing technology: opportunities and challenges", Struct. Control Health Monit., 11(4), 349-368 https://doi.org/10.1002/stc.48
  41. Straser, E.G. and Kiremidjian, A.S. (1998), "A modular, wireless damage monitoring system for structure", Technical Report 128, John A. Blume Earthquake Engineering Center, Stanford University, Stanford, CA.
  42. Studer, M. and Peters, K. (2004), "Multiscale sensing for damage identification", Smart Mater. Struct., 13(2), 283-294. https://doi.org/10.1088/0964-1726/13/2/006
  43. Sun, F.P., Chaudhry, Z.A., Rogers, C.A., Majmundar, M., and Liang, C. (1995). "Automated real-time structure health monitoring via signature pattern recognition", Proceeding of the SPIE Conference on Smart Structures and Materials, San Diego, USA.
  44. Taylor, S.G., Farinholt, K.M., Flynn, E.B., Figueiredo, E., Mascarenas, D.L., Park, G., Todd, M.D., Farrar, C.R. (2009), "A mobileagent based wireless sensing network for structural monitoring applications", Meas. Sci. Technol., 20(4), 1-14.
  45. Weng, J.H., Loh, C.H., Lynch, J.P., Lu, K.C., Lin, P.Y. and Wang, Y. (2008), "Outputonly modal identification of a cablestayed bridge using wireless monitoring systems", Eng. Struct., 30(7), 1820-1830. https://doi.org/10.1016/j.engstruct.2007.12.002
  46. Yi, J.H. and Yun, C.B. (2004), "Comparative study on modal identification methods using output-only information", Struct. Eng. Mech., 17(3-4), 445-446. https://doi.org/10.12989/sem.2004.17.3_4.445
  47. Yun, C.B., Yi, J.H. and Bahng, E.Y. (2001), "Joint damage assessment of framed structures using neural networks technique", Eng. Struct., 23(5), 425-435. https://doi.org/10.1016/S0141-0296(00)00067-5
  48. Zimmerman, A.T., Shiraishi, M., Swartz, R.A. and Lynch, J.P. (2008), "Automated modal parameter estimation by parallel processing within wireless monitoring systems", J. Infrastruct. Syst., 14(1), 102-113. https://doi.org/10.1061/(ASCE)1076-0342(2008)14:1(102)

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