Cross-Scale Feature Blending Model for Surface Defect Identification in Machine Tool Elements Resilient to Contaminant Interference

Cross-Scale Feature Blending Model for Surface Defect Identification in Machine Tool Elements Resilient to Contaminant Interference

Ball screw drives (BSDs) play a crucial role in various industrial applications, particularly in CNC machines. However, they are vulnerable to external variables potentially leading to premature wear, degradation, and failure. Traditional fault diagnosis techniques reliant on dynamic modeling, vibra...

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Bibliographic Details
Main Authors: Dong Wu, Chunhua Guo, Renpu Li, Zhigang Ma
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Ball screw drives
defect identification
fault diagnosis
feature fusion
image restoration
Online Access:https://ieeexplore.ieee.org/document/10771779/
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