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A Sound and Vibration Fusion Method for Fault Diagnosis of Rolling Bearings under Speed-Varying Conditions

The fault diagnosis of rolling bearings is critical for the reliability assurance of mechanical systems. The operating speeds of the rolling bearings in industrial applications are usually time-varying, and the monitoring data available are difficult to cover all the speeds. Though deep learning tec...

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Principais autores: Haibo Wan, Xiwen Gu, Shixi Yang, Yanni Fu
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-03-01
Serier:Sensors
Fag:
fault diagnosis
convolutional neural network
sound and vibration fusion
multiple scales
rolling bearing
Online adgang:https://www.mdpi.com/1424-8220/23/6/3130
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