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Bearing Fault Diagnosis of Hot-Rolling Mill Utilizing Intelligent Optimized Self-Adaptive Deep Belief Network with Limited Samples

Given the complexity of the operating conditions of rolling bearings in the actual rolling process of a hot mill and the difficulty in collecting data pertinent to fault bearings comprehensively, this paper proposes an approach that diagnoses the faults of a rolling mill bearing by employing the imp...

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Detalles Bibliográficos
Autores principales: Peng, Rongrong, Zhang, Xingzhong, Shi, Peiming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610296/
https://www.ncbi.nlm.nih.gov/pubmed/36298167
http://dx.doi.org/10.3390/s22207815