Multimodal Bearing Fault Classification Under Variable Conditions: A 1D CNN with Transfer Learning

Tasfiq E. Alam, Md Manjurul Ahsan, Shivakumar Raman

Bearings play an integral role in ensuring the reliability and efficiency of rotating machinery - reducing friction and handling critical loads. Bearing failures that constitute up…