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Rolling Bearing Fault Diagnosis Using Hybrid Neural Network with Principal Component Analysis

With the rapid development of fault prognostics and health management (PHM) technology, more and more deep learning algorithms have been applied to the intelligent fault diagnosis of rolling bearings, and although all of them can achieve over 90% diagnostic accuracy, the generality and robustness of...

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Detalles Bibliográficos
Autores principales: You, Keshun, Qiu, Guangqi, Gu, Yingkui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9699405/
https://www.ncbi.nlm.nih.gov/pubmed/36433503
http://dx.doi.org/10.3390/s22228906