A Denoising Autoencoder-Based Bearing Fault Diagnosis System for Time-Domain Vibration Signals

The condition monitoring of rotating machinery is always a focus of intelligent fault diagnosis. In view of the traditional methods’ excessive dependence on prior knowledge to manually extract features, their limited capacity to learn complex nonlinear relations in fault signals and the mixing of th...

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