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Optimal Transducer Placement for Deep Learning-Based Non-Destructive Evaluation

In this study, the Convolution Neural Network (CNN) algorithm is applied for non-destructive evaluation of aluminum panels. A method of classifying the locations of defects is proposed by exciting an aluminum panel to generate ultrasonic Lamb waves, measuring data with a sensor array, and then deep...

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Detalles Bibliográficos
Autores principales: Kim, Ji-Yun, Han, Je-Heon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9919931/
https://www.ncbi.nlm.nih.gov/pubmed/36772389
http://dx.doi.org/10.3390/s23031349