Damage Detection in a Glass Plate Using Outlier Analysis

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Abstract:

This work constitutes a damage detection study of a glass plate using the statistical approach of outlier analysis, which is also referred to here as novelty detection. A glass plate instrumented with low-profile, surface-bonded transducers is used in the investigation. Ultrasonic Lamb waves are applied for detecting various crack length on the same plate. The study reveals a distinction between the damage and undamaged plate, and also assesses the severity of damage.

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Key Engineering Materials (Volumes 569-570)

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847-853

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July 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] W. L. Morris, O. Buck, et al., Acoustic harmonic generation due to fatigue damage in high-strength aluminum, Journal of Applied Physics 50(11), (1979), 6737-6741.

DOI: 10.1063/1.325917

Google Scholar

[2] Z. Parsons and W. J. Staszewski, Nonlinear acoustics with low-profile piezoceramic excitation for crack detection in metallic structures, Smart Materials and Structures 15(4), (2006), 1110.

DOI: 10.1088/0964-1726/15/4/025

Google Scholar

[3] F. Aymerich and W. J. Staszewski, Impact damage detection in composite laminates using nonlinear acoustics, Composites Part A: Applied Science and Manufacturing In Press, Corrected Proof, (2009).

DOI: 10.1016/j.compositesa.2009.09.004

Google Scholar

[4] P. Duffour, M. Morbidini, et al., A study of the vibro-acoustic modulation technique for the detection of cracks in metals, The Journal of the Acoustical Society of America 119 (3), (2006), 1463-1475.

DOI: 10.1121/1.2161429

Google Scholar

[5] J. L. Rose, Ultrasonic Guided Waves in Structural Health Monitoring, Key Engineering Materials 270 - 273, (2004), 14-21.

DOI: 10.4028/www.scientific.net/kem.270-273.14

Google Scholar

[6] K. Worden, G. Manson, et al., Damage detection using outlier anaylsis, Journal of Sound and Vibration 229(3), (2000), 647-667.

DOI: 10.1006/jsvi.1999.2514

Google Scholar

[7] K. Worden, S. G. Pierce, et al., Detection of defects in composite plates using Lamb waves and novelty detection, International Journal of Systems Science 31(11), (2000), 1397-1409.

DOI: 10.1080/00207720050197785

Google Scholar

[8] K. Worden, G. Manson, and D. Allman, Experimental validation of a structural health monitoring methodology: Part I. Novelty detection on a laboratory structure. Journal of Sound and Vibration, 259(2), 2003, pp.323-343.

DOI: 10.1006/jsvi.2002.5168

Google Scholar

[9] D. Chetwynd, J. A. Rongong, et al., Damage detection in an aluminium plate using outlier analysis, Fatigue & Fracture of Engineering Materials & Structures 31(8), (2008), 629-643.

DOI: 10.1111/j.1460-2695.2008.01252.x

Google Scholar