2006
DOI: 10.4028/www.scientific.net/kem.321-323.146
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PZT-Induced Lamb Waves and Pattern Recognition for On-Line Health Monitoring of Jointed Steel Plates

Abstract: This paper presents a non-destructive evaluation (NDE) technique for detecting damages on a jointed steel plate on the basis of the time of flight and wavelet coefficient, obtained from wavelet transforms of Lamb wave signals. Probabilistic neural networks (PNNs) and support vector machines (SVMs) were applied for pattern classification. In this study, the applicability of the PNNs and SVMs was investigated for the damages in and out of the Lamb wave path. It has been found that the present methods are very ef… Show more

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Cited by 3 publications
(2 citation statements)
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“…Up to date, many studies have been focused on SHM of structural connections by using global and local dynamic characteristics [2][3][4][5][6][7][8][9][10][11]. These studies have been mainly focused on developing SHM methods by using a single physical quantity such as strain, acceleration, or electromechanical impedance.…”
Section: Introductionmentioning
confidence: 99%
“…Up to date, many studies have been focused on SHM of structural connections by using global and local dynamic characteristics [2][3][4][5][6][7][8][9][10][11]. These studies have been mainly focused on developing SHM methods by using a single physical quantity such as strain, acceleration, or electromechanical impedance.…”
Section: Introductionmentioning
confidence: 99%
“…Up to date, many studies have been focused on SHM of structural connections by using global and local dynamic characteristics [1][2][3][4][5][6][7][8]. To implement SHM systems for structural connections, however, the costs associated with installation and maintenance of SHM systems can be very high.…”
Section: Introductionmentioning
confidence: 99%