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A. M. Florez-Tapia

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Open access Aug 2026

Hierarchical Approach to Rolling Bearing Failure Detection Using Spectrogram Images Classification

Early detection of rolling bearing faults is essential for preventing failures in rotating machinery. Although vibration-based analysis is widely used for fault diagnosis, it requires additional sensors, such as accelerometers, which increases system cost and complexity. Motor current signals, inherently available in...

Arantzazu Florez, G. Echegaray, A. M. Florez-Tapia et al. · 0 citations

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