A Comparative Analysis of Deep Learning Convolutional Neural Network Architectures for Fault Diagnosis of Broken Rotor Bars in Induction Motors

Induction machines (IMs) play a critical role in various industrial processes but are susceptible to degenerative failures, such as broken rotor bars. Effective diagnostic techniques are essential in addressing these issues. In this study, we propose the utilization of convolutional neural networks...

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Detalles Bibliográficos
Autores principales: Barrera-Llanga, Kevin, Burriel-Valencia, Jordi, Sapena-Bañó, Ángel, Martínez-Román, Javier
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575177/
https://www.ncbi.nlm.nih.gov/pubmed/37837026
http://dx.doi.org/10.3390/s23198196

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10575177/
https://www.ncbi.nlm.nih.gov/pubmed/37837026
http://dx.doi.org/10.3390/s23198196

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