Open access
Jul 2026
Machine Learning and Vibration-Based Method for Anti-Friction Bearing Fault Severity Estimation
The proposed method addresses both fault detection and degradation assessment for anti-friction bearings using simple vibration-based parameters based on rotor and bearing dynamics, providing a practical framework for predictive maintenance in industrial applications.
Haobin Wen, Khalid M. Almutairi, Jyoti K. Sinha et al.
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