Incipient fault diagnosis method for silicon single crystal growth assisted by deep learning

A novel intelligent diagnostic method combining SVM-RFE feature selection, CEEMDAN decomposition and reconstruction, entropy feature extraction, and DBN deep learning is proposed for detecting small faults in silicon single crystal growth.