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

Early anomaly detection plays a central role in the scientific maintenance of mechanical equipment. Although the application is limited by weak monitoring, it encounters the problem of missing labels. To overcome this challenge, the Gramian gray level co-occurrence matrix (GGLCM) analysis method is...

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Bibliographic Details
Main Authors: Yu Hu, Che Xiaoyu, Zhang Chao, Zhu Rupeng, Chen Weifang
Format: Article
Language:English
Published: Sciendo 2025-07-01
Series:Measurement Science Review
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Online Access:https://doi.org/10.2478/msr-2025-0019
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