Chengying Zhao

A Double-Channel Hybrid Deep Neural Network Based on CNN and BiLSTM for Remaining Useful Life Prediction

Chengying Zhao, Xianzhen Huang, Yuxiong Li et al. · Sensors · 2020 · 114 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Gear pitting fault diagnosis with mixed operating conditions based on adaptive 1D separable convolution with residual connection

Xueyi Li, Jialin Li, Chengying Zhao et al. · Mechanical Systems and Signal Processing · 2020 · 106 citations

Fault Diagnosis, Condition Monitoring, Engineering +5

Wiener-based remaining useful life prediction of rolling bearings using improved Kalman filtering and adaptive modification

Yuxiong Li, Xianzhen Huang, Pengfei Ding et al. · Measurement · 2021 · 96 citations

State Estimation, Life Prediction, Rolling Bearings +5

A Novel Cap-LSTM Model for Remaining Useful Life Prediction

Chengying Zhao, Xianzhen Huang, Yuxiong Li et al. · IEEE Sensors Journal · 2021 · 57 citations

Convolutional Neural Network, Engineering, Machine Learning +19

A wiener-based remaining useful life prediction method with multiple degradation patterns

Yuxiong Li, Xianzhen Huang, Tianhong Gao et al. · Advanced Engineering Informatics · 2023 · 53 citations

Reliability Engineering, Engineering, Data Science +11