Arantzazu Florez

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...