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A Damage Detection Method by Transient Damping Feature Based on Monitoring Data

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Proceedings of the 13th International Conference on Damage Assessment of Structures

Part of the book series: Lecture Notes in Mechanical Engineering ((LNME))

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Abstract

This paper introduces the details of a transient damping feature extracting method based on the bridge monitoring data with the aid of the frequency slice wavelet transform (FSWT) which is a time-frequency space analysis tool and its application to damage detection of the bridges. The proposed method via the state representation methodology (SRM) algorithm has been verified by the state probably density distribution using the vibration signal from a laboratory bridge monitoring system. As a result, the system state vector as a non-parametric state variable will be able to apply to assess the state change (damage) of the bridge structures by expression of the state probably density distribution.

A. Miyamoto—Visiting Prof., Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland.

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References

  1. Miyamoto, A: Usage management of civil structures. In: Boller, C., Chang, F., Fujino, Y. (eds.) Encyclopedia of Structural Health Monitoring, vol. 4, pp. 1635–1671. Wiley, Oxford, UK (2009)

    Google Scholar 

  2. Yanev, B.: Bridge Management. Wiley, Hoboken, USA (2007)

    Book  Google Scholar 

  3. Yan, Z.-H., Miyamoto, A., Jiang, Z.-W.: Frequency slice wavelet transform for transient vibration response analysis. Mech. Syst. Signal Process. 23(5), 1474–1489 (2009)

    Article  Google Scholar 

  4. Yan, Z.-H., Miyamoto, A.: State Representation Methodology (SRM) and Its Application to Bridge Condition Assessment, Lifetime Management Book No. 9, The Research Center for Environmental Safety, Yamaguchi University (2009)

    Google Scholar 

  5. Miyamoto, A., Yabe, A., Yan, Z.-H.: Chapter 11: A new damage detection method for bridge condition assessment in structural health monitoring (SHM). In: Yurish, S.Y. (ed.) Advances in Signal Processing: Reviews, IFSA Book Series, vol. 1, pp. 407–479. International Frequency Sensor Association (IFSA), Barcelona, Spain (2018)

    Google Scholar 

  6. Cristianini, N., Shawe-Tayor, J.: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods, Cambridge University Press, Cambridge, UK (2000)

    Google Scholar 

  7. Daubechies, I.: Ten Lecture on Wavelets, CBMS-NSF regional conference series in applied mathematics, vol. 61. SIAM, Philadelphia, USA (1992)

    Google Scholar 

  8. Yan, Z., et al.: An overall theoretical description of frequency slice wavelet transform. Mech. Syst. Sign. Proces. (2009). https://doi.org/10.1016/j.ymssp.2009.07.002

    Article  Google Scholar 

  9. Miyamoto, A., Brühwiler, E.: Damage detection method based on state representation methodology (SRM). In: Proceedings of the 4th Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures (SMAR 2017), Zurich, Switzerland, Paper No. 15, pp. 1–10, 2017

    Google Scholar 

  10. Masson, G., Cogan, S., Bouhaddi, N., Lombard, J.P., Bonini, J.: Parameterized reduced models for efficient optimization of structural dynamic behavior. AIAA-2002-1392, American Institute of Aeronautics in Astronautics, 2002

    Google Scholar 

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Correspondence to Ayaho Miyamoto .

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Miyamoto, A. (2020). A Damage Detection Method by Transient Damping Feature Based on Monitoring Data. In: Wahab, M. (eds) Proceedings of the 13th International Conference on Damage Assessment of Structures. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-13-8331-1_3

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  • DOI: https://doi.org/10.1007/978-981-13-8331-1_3

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-13-8330-4

  • Online ISBN: 978-981-13-8331-1

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