Intelligent Fault Diagnosis of Industrial Bearings Using Transfer Learning and CNNs Pre-Trained for Audio Classification
The training of Artificial Intelligence algorithms for machine diagnosis often requires a huge amount of data, which is scarcely available in industry. This work shows that convolutional networks pre-trained for audio classification already contain knowledge for classifying bearing vibrations, since...
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Format: | Article |
Language: | English |
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MDPI AG
2022-12-01
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Series: | Sensors |
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Online Access: | https://www.mdpi.com/1424-8220/23/1/211 |