Dandan Peng

Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis

Huan Wang, Zhiliang Liu, Dandan Peng et al. · IEEE Transactions on Industrial Informatics · 2019 · 476 citations

Fault Diagnosis, Convolutional Neural Network, Engineering +18

Multibranch and Multiscale CNN for Fault Diagnosis of Wheelset Bearings Under Strong Noise and Variable Load Condition

Dandan Peng, Huan Wang, Zhiliang Liu et al. · IEEE Transactions on Industrial Informatics · 2020 · 322 citations

Fault Diagnosis, Condition Monitoring, Engineering +15

A Novel Deeper One-Dimensional CNN With Residual Learning for Fault Diagnosis of Wheelset Bearings in High-Speed Trains

Dandan Peng, Zhiliang Liu, Huan Wang et al. · IEEE Access · 2018 · 266 citations · Full text

Wide Convolution Kernel, Fault Diagnosis, Convolutional Neural Network +16

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

Interpretable convolutional neural network with multilayer wavelet for Noise-Robust Machinery fault diagnosis

Huan Wang, Zhiliang Liu, Dandan Peng et al. · Mechanical Systems and Signal Processing · 2023 · 212 citations

Fault Diagnosis, Engineering, Machine Learning +7