Intelligent Fault Diagnosis of Industrial Bearings Using Transfer Learning and CNNs Pre-Trained for Audio Classification

The training of Artificial Intelligence algorithms for machine diagnosis often requires a huge amount of data, which is scarcely available in industry. This work shows that convolutional networks pre-trained for audio classification already contain knowledge for classifying bearing vibrations, since...

Descripción completa

Detalles Bibliográficos
Autor principal: Di Maggio, Luigi Gianpio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823443/
https://www.ncbi.nlm.nih.gov/pubmed/36616809
http://dx.doi.org/10.3390/s23010211

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823443/
https://www.ncbi.nlm.nih.gov/pubmed/36616809
http://dx.doi.org/10.3390/s23010211

Ejemplares similares