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Convolutional Neural Network and Motor Current Signature Analysis during the Transient State for Detection of Broken Rotor Bars in Induction Motors

Although induction motors (IMs) are robust and reliable electrical machines, they can suffer different faults due to usual operating conditions such as abrupt changes in the mechanical load, voltage, and current power quality problems, as well as due to extended operating conditions. In the literatu...

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Detalles Bibliográficos
Autores principales: Valtierra-Rodriguez, Martin, Rivera-Guillen, Jesus R., Basurto-Hurtado, Jesus A., De-Santiago-Perez, J. Jesus, Granados-Lieberman, David, Amezquita-Sanchez, Juan P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7374499/
https://www.ncbi.nlm.nih.gov/pubmed/32635170
http://dx.doi.org/10.3390/s20133721