Ran Chen

A novel method for intelligent fault diagnosis of rolling bearings using ensemble deep auto-encoders

Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification

Bearing life prognosis based on monotonic feature selection and similarity modeling

Machinery health prognostics: A systematic review from data acquisition to RUL prediction

A novel approach for bearing remaining useful life estimation under neither failure nor suspension histories condition

Learning from class-imbalanced data: Review of methods and applications

Bearing damage assessment using Jensen-Rényi Divergence based on EEMD

Applications of machine learning to machine fault diagnosis: A review and roadmap

A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings

Intelligent fault diagnosis of roller bearings with multivariable ensemble-based incremental support vector machine

Multi-steps degradation process prediction for bearing based on improved back propagation neural network