Gaoliang Peng

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 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

Bearing Fault Diagnosis Using Fully-Connected Winner-Take-All Autoencoder

Chuanhao Li, Wěi Zhāng, Gaoliang Peng et al. · IEEE Access · 2017 · 110 citations · Full text

Fault Diagnosis, Intelligent Fault Diagnosis, Engineering +13

Bearings Fault Diagnosis Based on Convolutional Neural Networks with 2-D Representation of Vibration Signals as Input

Wěi Zhāng, Gaoliang Peng, Chuanhao Li · MATEC Web of Conferences · 2017 · 97 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +20