Damage Progress Classification in AlSi10Mg SLM Specimens by Convolutional Neural Network and k-Fold Cross Validation

In this study, the damage evolution stages in testing AlSi10Mg specimens manufactured using Selective Laser Melting (SLM) process are identified using Acoustic Emission (AE) technique and Convolutional Neural Network (CNN). AE signals generated during the testing of AlSi10Mg specimens are recorded a...

Descripción completa

Detalles Bibliográficos
Autores principales: Barile, Claudia, Casavola, Caterina, Pappalettera, Giovanni, Kannan, Vimalathithan Paramsamy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267873/
https://www.ncbi.nlm.nih.gov/pubmed/35806553
http://dx.doi.org/10.3390/ma15134428

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9267873/
https://www.ncbi.nlm.nih.gov/pubmed/35806553
http://dx.doi.org/10.3390/ma15134428

Ejemplares similares