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GGLCM: A Real-time Early Anomaly Detection Method for Mechanical Vibration Data with Missing Labels

Hu Yu

Hu Yu

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and AstronauticsNanjing, China
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Yu, Hu
, 
Xiaoyu Che

Xiaoyu Che

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and AstronauticsNanjing, China
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Che, Xiaoyu
, 
Chao Zhang

Chao Zhang

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and AstronauticsNanjing, China
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Zhang, Chao
, 
Rupeng Zhu

Rupeng Zhu

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and AstronauticsNanjing, China
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Zhu, Rupeng
 and 
Weifang Chen

Weifang Chen

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and AstronauticsNanjing, China
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Chen, Weifang
  
Jul 22, 2025
GGLCM: A Real-time Early Anomaly Detection Method for Mechanical Vibration Data with Missing Labels's Cover Image
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Published Online: Jul 22, 2025
Page range: 157 - 163
Received: May 28, 2024
Accepted: May 16, 2025
DOI: https://doi.org/10.2478/msr-2025-0019
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© 2025 Hu Yu et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Language:
English
Publication timeframe:
6 times per year
Journal Subjects:
Engineering, Electrical Engineering, Control Engineering, Metrology and Testing
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