Geng Liu

Lightweight Deep Residual CNN for Fault Diagnosis of Rotating Machinery Based on Depthwise Separable Convolutions

Shangjun Ma, Wenkai Liu, Wei Cai et al. · IEEE Access · 2019 · 84 citations · Full text

A Lighted Deep Convolutional Neural Network Based Fault Diagnosis of Rotating Machinery

Shangjun Ma, Wei Cai, Wenkai Liu et al. · Sensors · 2019 · 70 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Deep Neural Networks +14

Scattering transform and LSPTSVM based fault diagnosis of rotating machinery

Shangjun Ma, Bo Cheng, Zhaowei Shang et al. · Mechanical Systems and Signal Processing · 2017 · 48 citations

Fault Diagnosis, Condition Monitoring, Engineering +4

Thermal characteristics analysis and experimental study of the planetary roller screw mechanism

Guan Qiao, Geng Liu, Shangjun Ma et al. · Applied Thermal Engineering · 2018 · 46 citations

Engineering, Mechanical Engineering, Mechanical Systems +5

Load-related dynamic behaviors of a helical gear pair with tooth flank errors

Lehao Chang, Xuepeng Cao, Zhaoxia He et al. · Journal of Mechanical Science and Technology · 2018 · 35 citations

Flank Errors, Engineering, Profile Modification +7