Open access
Aug 2026
Motor-Current-Based Bearing Fault Detection Under Unseen Operating Conditions
The results show that instability is broader than the TF–CNN pipeline but is not uniform across model families: TF candidates were clearly stronger for Targets A and C, feature-based models were stronger for Target B, and Target D remained mixed and protocol-sensitive.
Yalçin Çekiç, Aydin Akan
· Energies · 0 citations