Ball screw fault diagnosis based on continuous wavelet transform and two-dimensional convolution neural network
Due to extreme operating conditions such as high-speed and heavy loads, ball screws are prone to damages, that affect the accuracy and operational safety of the mechanical equipment. As strong background noise and weak fault characteristics, it is difficult to capture the inherent fault state only d...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2023-03-01
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| Series: | Measurement + Control |
| Online Access: | https://doi.org/10.1177/00202940221107620 |