Zheng Zhou

The emerging graph neural networks for intelligent fault diagnostics and prognostics: A guideline and a benchmark study

Tianfu Li, Zheng Zhou, Sinan Li et al. · Mechanical Systems and Signal Processing · 2021 · 548 citations

Fault Diagnosis, Reliability Engineering, Graph Neural Networks +14

Condition assessment for the performance degradation of bearing based on a combinatorial feature extraction method

Sheng Hong, Zheng Zhou, Enrico Zio et al. · Digital Signal Processing · 2014 · 228 citations · Full text

Fault Diagnosis, Condition Monitoring, Engineering +5

Variational Attention-Based Interpretable Transformer Network for Rotary Machine Fault Diagnosis

Yasong Li, Zheng Zhou, Chuang Sun et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 134 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +19

An adaptive method for health trend prediction of rotating bearings

Sheng Hong, Zheng Zhou, Enrico Zio et al. · Digital Signal Processing · 2014 · 125 citations · Full text

Condition Monitoring, Engineering, Life Prediction +10

Physics informed neural networks for fault severity identification of axial piston pumps

Zhiying Wang, Zheng Zhou, Wengang Xu et al. · Journal of Manufacturing Systems · 2023 · 46 citations

Fault Diagnosis, Reliability Engineering, Engineering +12