Deep Learning and Image data-based surface cracks recognition of laser nitrided Titanium alloy

Laser nitriding, a high-precision surface modification process, enhances the hardness, wear resistance and corrosion resistance of the materials. However, laser nitriding process is prone to appearance of cracks when the process is performed at high laser energy levels. Traditional techniques to det...

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Detalles Bibliográficos

Principais autores:	Muhammad Rizwan Awan, Chi-Wai Chan, Adrian Murphy, Dileep Kumar, Saurav Goel, Caroline McClory
Formato:	Artigo
Idioma:	Inglês
Publicado:	Elsevier 2024-06-01
Series:	Results in Engineering
Assuntos:	Laser nitriding Crack recognition Deep learning Transfer learning Anomalies Binary classification
Acceso en liña:	http://www.sciencedirect.com/science/article/pii/S2590123024002561
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