Jiayu Ou

Early Fault Diagnosis for Planetary Gearbox Based on Adaptive Parameter Optimized VMD and Singular Kurtosis Difference Spectrum

Chaoge Wang, Hongkun Li, Gangjin Huang et al. · IEEE Access · 2019 · 77 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +8

Intelligent analysis of tool wear state using stacked denoising autoencoder with online sequential-extreme learning machine

Jiayu Ou, Hongkun Li, Gangjin Huang et al. · Measurement · 2020 · 67 citations

Engineering, Machine Learning, Data Science +8

Identification of planetary gearbox weak compound fault based on parallel dual-parameter optimized resonance sparse decomposition and improved MOMEDA

Chaoge Wang, Hongkun Li, Jiayu Ou et al. · Measurement · 2020 · 57 citations

Fault Diagnosis, Condition Monitoring, Engineering +3

Transfer remaining useful life estimation of bearing using depth-wise separable convolution recurrent network

Gangjin Huang, Jiayu Ou · Measurement · 2021 · 50 citations

Convolutional Neural Network, Image Analysis, Machine Learning +6

A Novel Order Analysis and Stacked Sparse Auto-Encoder Feature Learning Method for Milling Tool Wear Condition Monitoring

Jiayu Ou, Hongkun Li, Gangjin Huang et al. · Sensors · 2020 · 46 citations · Full text

Engineering, Machine Learning, Industrial Engineering +21