Signal-to-image: Rolling bearing fault diagnosis using ResNet family deep-learning models
Abstract Rolling element bearings (REBs) are the most frequent cause of machine breakdowns. Traditional methods for fault diagnosis in rolling bearings rely on feature extraction and signal processing techniques. However, these methods can be affected by the complexity of the underlying patterns and the need for expert knowledge during signal analysis.
Jan 1, 2023