Chengjin Qin

Precise cutterhead torque prediction for shield tunneling machines using a novel hybrid deep neural network

Chengjin Qin, Gang Shi, Jianfeng Tao et al. · Mechanical Systems and Signal Processing · 2020 · 156 citations

Engineering, Computer Engineering, Deep Learning

A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification

Haotian Shi, Haoren Wang, Yixiang Huang et al. · Computer Methods and Programs in Biomedicine · 2019 · 155 citations

Classification Method, Hierarchical Method, Engineering +12

Domain Adaptive Motor Fault Diagnosis Using Deep Transfer Learning

Dengyu Xiao, Yixiang Huang, Lujie Zhao et al. · IEEE Access · 2019 · 148 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +13

Actual bearing compound fault diagnosis based on active learning and decoupling attentional residual network

Yanrui Jin, Chengjin Qin, Yixiang Huang et al. · Measurement · 2020 · 147 citations

Fault Diagnosis, Engineering, Machine Learning +8

A VMD-EWT-LSTM-based multi-step prediction approach for shield tunneling machine cutterhead torque

Gang Shi, Chengjin Qin, Jianfeng Tao et al. · Knowledge-Based Systems · 2021 · 130 citations

Engineering, Industrial Engineering, Mechanical Engineering +5