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Keywords: Convolutional neural networks
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Journal Articles

A new fault diagnosis of rolling bearing based on phase-space reconstruction and convolutional neural network

Mengjiao Wang, Liting Ding
Journal: Industrial Lubrication and Tribology
Industrial Lubrication and Tribology (2023) 75 (8): 875–882.
https://doi.org/10.1108/ILT-04-2023-0113
Published: 10 August 2023
... vibration signal to the high-dimensional phase space to reveal the system information implied in the univariate time series of the vibration signal. Design/methodology/approach In this paper, a new method based on the PSR technique and convolutional neural network (CNN) is proposed. First, the delay...
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