Yuanhang Chen

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signals

Wěi Zhāng, Gaoliang Peng, Chuanhao Li et al. · Sensors · 2017 · 1.6K citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +18

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

Wěi Zhāng, Chuanhao Li, Gaoliang Peng et al. · Mechanical Systems and Signal Processing · 2017 · 1.3K citations

Fault Diagnosis, Engineering, Machine Learning +6

A novel deep learning method based on attention mechanism for bearing remaining useful life prediction

Yuanhang Chen, Gaoliang Peng, Zhiyu Zhu et al. · Applied Soft Computing · 2019 · 363 citations

Recurrent Neural Network, Engineering, Machine Learning +11

A convolutional neural network based on a capsule network with strong generalization for bearing fault diagnosis

Zhiyu Zhu, Gaoliang Peng, Yuanhang Chen et al. · Neurocomputing · 2018 · 350 citations

Fault Diagnosis, Convolutional Neural Network, Capsule Network +9

A New Deep Learning Model for Fault Diagnosis with Good Anti-Noise and Domain Adaptation Ability on Raw Vibration Signal

Wěi Zhāng, Gaoliang Peng, Chuanhao Li et al. · Preprints.org · 2017 · 181 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +18