Ball Screw Fault Diagnosis Based on Wavelet Convolution Transfer Learning

Ball Screw Fault Diagnosis Based on Wavelet Convolution Transfer Learning

The ball screw is the core component of the CNC machine tool feed system, and its health plays an important role in the feed system and even in the entire CNC machine tool. This paper studies the fault diagnosis and health assessment of ball screws. Aiming at the problem that the ball screw signal i...

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Bibliographic Details
Main Authors: Yifan Xie, Chang Liu, Liji Huang, Hongchun Duan
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
transfer learning
convolutional neural network
adaptive batch normalization algorithm
fault diagnosis
ball screw
Online Access:https://www.mdpi.com/1424-8220/22/16/6270

Internet

https://www.mdpi.com/1424-8220/22/16/6270

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