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Rapid Structural Condition Assessment Using Transmissibility with Quantified Confidence for Decision Making

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Topics in Model Validation and Uncertainty Quantification, Volume 4

Abstract

The motivation of this paper is to achieve a rapid condition assessment and identification for aero-space structures. For such a circumstance, transmissibility is a good vibration-domain feature for damage detection and localization, highlighting the sensitivity of the relative dynamics between any two interest points on the structure to many forms of damage (such as connection losses). With a quantified uncertainty model of transmissibility available, test results may be compared to baseline (undamaged) statistics, and statistical significance under certain confidence level may be found. Receiver operating characteristic curves suggest the optimized threshold of detection that balances detections and false alarms. In this paper, three such models are presented, and the aforementioned statistical identifications are validated through a plate structure with a single-edge clamped boundary condition. The benchmark test results show very good consistency with the model prediction and the robustness to different noise contamination situations.

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References

  1. Worden K (1997) Structural fault detection using a novelty measure. J Sound Vib 201(1):85–101

    Article  MathSciNet  Google Scholar 

  2. Adams DE, Johnson TJ (2002) Transmissibility as a differential indicator of structural damage. Trans ASME J Vib Acoust 124(4):634

    Article  Google Scholar 

  3. Bendat JS, Piersol AG (1986) Random data: analysis and measurement procedures, 2nd edn. Wiley, New York

    MATH  Google Scholar 

  4. Welch PD (1967) The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms. IEEE Trans Audio Electroacoust 15:70–73

    Article  MathSciNet  Google Scholar 

  5. Mao Z, Todd MD (2010) A structural transmissibility measurements-based approach for system damage detection. Proc SPIE 7650:76500G–76500G-11

    Article  Google Scholar 

  6. Mao Z, Todd MD (2011) A model of uncertainty quantification in the estimation of noise-contaminated transmissibility measurements for system identification. In: Proceedings of 29th society of experimental mechanics (SEM) international modal analysis conference (IMAC – XXIX), Jacksonville

    Google Scholar 

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Acknowledgments

This material is based on research sponsored by the Army Research Laboratory and managed by the Air Force Research Laboratory, Space Vehicles Directorate, under agreement number FA9453-09-1-0315 P00001. The U.S. Government is authorized to reproduce and distribute reprints for Governmental purposes notwithstanding any copyright notation thereon. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of Army Research Laboratory, Air Force Research Laboratory, or the U.S. Government.

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Correspondence to Zhu Mao .

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© 2012 The Society for Experimental Mechanics, Inc. 2012

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Mao, Z., Todd, M. (2012). Rapid Structural Condition Assessment Using Transmissibility with Quantified Confidence for Decision Making. In: Simmermacher, T., Cogan, S., Horta, L., Barthorpe, R. (eds) Topics in Model Validation and Uncertainty Quantification, Volume 4. Conference Proceedings of the Society for Experimental Mechanics Series. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-2431-4_14

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  • DOI: https://doi.org/10.1007/978-1-4614-2431-4_14

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  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4614-2430-7

  • Online ISBN: 978-1-4614-2431-4

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