Open access
Jul 2026
Wavelet machine learning model for condition monitoring of ball bearings
This research presents an integrated condition monitoring framework for deep groove ball bearings by combining Complex Morlet Wavelet analysis, machine learning techniques, thermographic analysis, and SKF Machine Condition Advisor tools that demonstrates significant potential for predictive maintenance and intelligent condition monitoring applications.
M. Maurya, Chandrabhanu Malla, I. Panigrahi et al.
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