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A Novel Study on a Generalized Model Based on Self-Supervised Learning and Sparse Filtering for Intelligent Bearing Fault Diagnosis

Recently, deep learning has become more and more extensive in the field of fault diagnosis. However, most deep learning methods rely on large amounts of labeled data to train the model, which leads to their poor generalized ability in the application of different scenarios. To overcome this deficien...

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Detalles Bibliográficos
Autores principales: Nie, Guocai, Zhang, Zhongwei, Shao, Mingyu, Jiao, Zonghao, Li, Youjia, Li, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964397/
https://www.ncbi.nlm.nih.gov/pubmed/36850455
http://dx.doi.org/10.3390/s23041858