Yalçin Çekiç

Deep Learning Approaches for Bearing Fault Diagnosis Using Motor Current Signals

Motor Current Signature Analysis (MCSA) is a non-invasive technique that enables the detection of bearing faults in rotating electrical machines without the need for additional sensors. In this study, the Paderborn University bearing dataset was utilized to perform a two-stage analysis. In the first stage, motor curren...