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2012 | OriginalPaper | Buchkapitel

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

verfasst von : Zhu Mao, Michael Todd

Erschienen in: Topics in Model Validation and Uncertainty Quantification, Volume 4

Verlag: Springer New York

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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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Literatur
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Zurück zum Zitat Adams DE, Johnson TJ (2002) Transmissibility as a differential indicator of structural damage. Trans ASME J Vib Acoust 124(4):634CrossRef Adams DE, Johnson TJ (2002) Transmissibility as a differential indicator of structural damage. Trans ASME J Vib Acoust 124(4):634CrossRef
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Zurück zum Zitat 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 15:70–73MathSciNetCrossRef 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 15:70–73MathSciNetCrossRef
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Zurück zum Zitat Mao Z, Todd MD (2010) A structural transmissibility measurements-based approach for system damage detection. Proc SPIE 7650:76500G–76500G-11CrossRef Mao Z, Todd MD (2010) A structural transmissibility measurements-based approach for system damage detection. Proc SPIE 7650:76500G–76500G-11CrossRef
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Zurück zum Zitat 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 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
Metadaten
Titel
Rapid Structural Condition Assessment Using Transmissibility with Quantified Confidence for Decision Making
verfasst von
Zhu Mao
Michael Todd
Copyright-Jahr
2012
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-2431-4_14

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