Lijie Zhang

Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment

Pengfei Liang, Wenhui Wang, Xiaoming Yuan et al. · Engineering Applications of Artificial Intelligence · 2022 · 232 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Condition Monitoring +7

Unsupervised fault diagnosis of wind turbine bearing via a deep residual deformable convolution network based on subdomain adaptation under time-varying speeds

Pengfei Liang, Bin Wang, Guoqian Jiang et al. · Engineering Applications of Artificial Intelligence · 2022 · 84 citations

Fault Diagnosis, Wind Turbine Bearing, Image Analysis +9

Remaining useful life prediction via a deep adaptive transformer framework enhanced by graph attention network

Pengfei Liang, Ying Li, Bin Wang et al. · International Journal of Fatigue · 2023 · 76 citations

Graph Attention Network, Graph Neural Network, Engineering +11

A Fault Diagnosis Method of Rolling Bearing Based on Improved Recurrence Plot and Convolutional Neural Network

Xiaoping Liu, Lijian Xia, Jian Shi et al. · IEEE Sensors Journal · 2023 · 59 citations

Fault Diagnosis, Condition Monitoring, Convolutional Neural Network +12

A deep capsule neural network with data augmentation generative adversarial networks for single and simultaneous fault diagnosis of wind turbine gearbox

Pengfei Liang, Chao Deng, Xiaoming Yuan et al. · ISA Transactions · 2022 · 58 citations

Fault Diagnosis, Data Augmentation, Simultaneous Fault Diagnosis +9