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 · 609 citations

Computing, Computer Science, Artificial Intelligence +15

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

Engineering, Mechanical Engineering, Condition Assessment +15

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 · 146 citations

Computing, Computer Science, Mechanical Engineering +17

An adaptive method for health trend prediction of rotating bearings

Sheng Hong, Zheng Zhou, Enrico Zio et al. · Digital Signal Processing · 2014 · 127 citations · Full text

Computing, Data Science, Forecasting +13

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 · 57 citations

Engineering, Computer Science, Mechanical Engineering +16