Xiaoli Zhao

Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 217 citations

Fault Diagnosis, Condition Monitoring, Intelligent Fault Diagnosis +14

Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data

Xiaoli Zhao, Minping Jia, Zheng Liu · IEEE Transactions on Industrial Informatics · 2020 · 168 citations

Fault Diagnosis, Engineering, Machine Learning +18

Normalized Conditional Variational Auto-Encoder with adaptive Focal loss for imbalanced fault diagnosis of Bearing-Rotor system

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · Mechanical Systems and Signal Processing · 2022 · 152 citations

Fault Diagnosis, Imbalanced Fault Diagnosis, Conditional Variational Auto-encoder +5

Deep Laplacian Auto-encoder and its application into imbalanced fault diagnosis of rotating machinery

Xiaoli Zhao, Minping Jia, Mingyao Lin · Measurement · 2019 · 123 citations

Fault Diagnosis, Imbalanced Fault Diagnosis, Image Analysis +11

Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions

Xiaoli Zhao, Jianyong Yao, Wenxiang Deng et al. · IEEE Transactions on Industrial Informatics · 2022 · 113 citations

Fault Diagnosis, Intelligent Fault Diagnosis, Image Analysis +15