A Layer-Wise Surface Deformation Defect Detection by Convolutional Neural Networks in Laser Powder-Bed Fusion Images

Surface deformation is a multi-factor, laser powder-bed fusion (LPBF) defect that cannot be avoided entirely using current monitoring systems. Distortion and warping, if left unchecked, can compromise the mechanical and physical properties resulting in a build with an undesired geometry. Increasing...

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Detalles Bibliográficos
Autores principales: Ansari, Muhammad Ayub, Crampton, Andrew, Parkinson, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607518/
https://www.ncbi.nlm.nih.gov/pubmed/36295232
http://dx.doi.org/10.3390/ma15207166

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9607518/
https://www.ncbi.nlm.nih.gov/pubmed/36295232
http://dx.doi.org/10.3390/ma15207166

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