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Yalçin Çekiç

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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