Zhe Cheng

Attention-guided joint learning CNN with noise robustness for bearing fault diagnosis and vibration signal denoising

Huan Wang, Zhiliang Liu, Dandan Peng et al. · ISA Transactions · 2021 · 220 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +9

A deep convolutional neural network based fusion method of two-direction vibration signal data for health state identification of planetary gearboxes

Huipeng Chen, Niaoqing Hu, Zhe Cheng et al. · Measurement · 2019 · 126 citations

Condition Monitoring, Engineering, Machine Learning +10

FedRUL: A New Federated Learning Method for Edge-Cloud Collaboration Based Remaining Useful Life Prediction of Machines

Liang Guo, Yaoxiang Yu, Mengui Qian et al. · IEEE/ASME Transactions on Mechatronics · 2022 · 87 citations

Cluster Computing, Engineering, Machine Learning +21

A noise reduction method based on adaptive weighted symplectic geometry decomposition and its application in early gear fault diagnosis

Jian Cheng, Yu Yang, Niaoqing Hu et al. · Mechanical Systems and Signal Processing · 2020 · 83 citations

Fault Diagnosis, Condition Monitoring, Engineering +8

Crack level estimation approach for planetary gearbox based on simulation signal and GRA

Zhe Cheng, Niaoqing Hu, Xiaofei Zhang · Journal of Sound and Vibration · 2012 · 58 citations

Engineering, Simulation Signal, Mechanics +7