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Application of Fault Diagnosis Method Combining Finite Element Method and Transfer Learning for Insufficient Turbine Rotor Fault Samples

Deep learning has led to significant progress in the fault diagnosis of mechanical systems. These intelligent models often require large amounts of training data to ensure their generalization capabilities. However, the difficulty of obtaining turbine rotor fault data poses a new challenge for intel...

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Detalles Bibliográficos
Autores principales: Zhang, Qinglei, He, Qunshan, Qin, Jiyun, Duan, Jianguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10047135/
https://www.ncbi.nlm.nih.gov/pubmed/36981303
http://dx.doi.org/10.3390/e25030414