Deep Learning-Based Fault Diagnosis for Marine Centrifugal Fan

Marine centrifugal fans usually work in harsh environments. Their vibration signals are non-linear. The traditional fault diagnosis methods of fans require much calculation and have low operating efficiency. Only shallow fault features can be extracted. As a result, the diagnosis accuracy is not hig...

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Bibliographic Details
Main Authors: Li Congyue, Hu Yihuai, Jiang Jiawei, Yan Guohua
Format: Article
Language:English
Published: Sciendo 2023-03-01
Series:Polish Maritime Research
Subjects:
Online Access:https://doi.org/10.2478/pomr-2023-0011