2009
DOI: 10.1088/0957-0233/21/1/015701
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Ultrasonic classification of thin layers within multi-layered materials

Abstract: Methods for non-destructive inspection of layered materials are becoming more and more popular as a way of assuring product integrity and quality. In this paper, we present a model-based technique using ultrasonic measurements for classification of thin bonding layers within three-layered materials. This could be, for example, an adhesive bond between two thin plates, where the integrity of the bonding layer needs to be evaluated. The method is based on a model of the wave propagation of pulse-echo ultrasound … Show more

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Cited by 4 publications
(5 citation statements)
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“…We, therefore, use the logistic function herein to search for edges. The logistic function was first proposed in 1845 by Verhulst to study the regulation of the population growth (Verhulst, 1845) and is now widely used in machine learning (Hagglund et al, 2010;De Caigny et al, 2018;Conghenour et al, 2016). It is given by the following equation:…”
Section: Edge Localization With Logistic Fittingmentioning
confidence: 99%
“…We, therefore, use the logistic function herein to search for edges. The logistic function was first proposed in 1845 by Verhulst to study the regulation of the population growth (Verhulst, 1845) and is now widely used in machine learning (Hagglund et al, 2010;De Caigny et al, 2018;Conghenour et al, 2016). It is given by the following equation:…”
Section: Edge Localization With Logistic Fittingmentioning
confidence: 99%
“…Several studies have been done to evaluate the different parameters of sandwich structures. Hagguld et al 7 studied the ultrasonic classification of thin films in multilayer materials by several methods (nominal logistic regression and discriminant analysis). Another interesting study is that of Le´vesque et al 8 where they carried out a quantitative and nondestructive characterization of the interfacial adhesion zone of a multilayer structure composed of metal-composite-metal.…”
Section: Introductionmentioning
confidence: 99%
“…Hagguld et al. 7 studied the ultrasonic classification of thin films in multilayer materials by several methods (nominal logistic regression and discriminant analysis). Another interesting study is that of Lévesque et al.…”
Section: Introductionmentioning
confidence: 99%
“…Some layered materials are the products of synthetic chemistry and represent a large class of compounds formed by metals, ceramics, polymers or fibre-reinforced polymers. Methods for non-destructive inspection of layered materials based on ultrasonic tests are becoming more and more popular for a wide range of industrial applications as a way of assuring product integrity and quality, and also as a mean to achieve its mechanical characterization [1][2][3].…”
Section: Introductionmentioning
confidence: 99%
“…Circuit simulation programmes are suitable and very efficient to assess the equivalence between the models; thus, we carried out the simulation of the forward problem by means of LTspice software. 1 Nevertheless, a computer program for the numerical calculation should be developed to implement the methodology to solve the inverse problem. Since the solution of the forward problem is essential for the later solution of the inverse problem, we dedicate the following two sections to the description and simulation of the direct problem.…”
Section: Introductionmentioning
confidence: 99%