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

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

Measurement Science Review
Volume 25 (2025): Issue 4 (August 2025)
By: Hu Yu,  Xiaoyu Che,  Chao Zhang,  Rupeng Zhu and  Weifang Chen  
Open Access
|Jul 2025

Authors

Hu Yu

aowuqt@nuaa.edu.cn

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China

Xiaoyu Che

chexiaoyu@nuaa.edu.cn

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China

Chao Zhang

18848973272@163.com

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China

Rupeng Zhu

rpzhu_nuaa@163.com

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China

Weifang Chen

meewfchen@nuaa.edu.cn

College of Mechanical Electrical & Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
DOI: https://doi.org/10.2478/msr-2025-0019 | Journal eISSN: 1335-8871
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Language: English
Page range: 157 - 163
Submitted on: May 28, 2024
|
Accepted on: May 16, 2025
|
Published on: Jul 22, 2025
Published by: Slovak Academy of Sciences, Institute of Measurement Science
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
early anomaly detection,
feature reconstruction,
missing labels,
reliable detection,
real-time detection
Related subjects:
Engineering,
Electrical engineering,
Control engineering, metrology and testing

© 2025 Hu Yu, Xiaoyu Che, Chao Zhang, Rupeng Zhu, Weifang Chen, published by Slovak Academy of Sciences, Institute of Measurement Science
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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