Xiaoli Zhao

Publications by Year

Research Areas

Machine Fault Diagnosis Techniques, Fault Detection and Control Systems, Engineering Diagnostics and Reliability, Gear and Bearing Dynamics Analysis, Hydraulic and Pneumatic Systems

Most-Cited Works

• → Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network(2022)218 cited
• → Semisupervised Graph Convolution Deep Belief Network for Fault Diagnosis of Electormechanical System With Limited Labeled Data(2020)169 cited
• → Normalized Conditional Variational Auto-Encoder with adaptive Focal loss for imbalanced fault diagnosis of Bearing-Rotor system(2022)153 cited
• → Deep Laplacian Auto-encoder and its application into imbalanced fault diagnosis of rotating machinery(2019)124 cited
• → Multiscale Deep Graph Convolutional Networks for Intelligent Fault Diagnosis of Rotor-Bearing System Under Fluctuating Working Conditions(2022)113 cited
• → Model-Assisted Multi-source Fusion Hypergraph Convolutional Neural Networks for intelligent few-shot fault diagnosis to Electro-Hydrostatic Actuator(2023)111 cited
• → Transfer Learning for Remaining Useful Life Prediction Across Operating Conditions Based on Multisource Domain Adaptation(2022)105 cited
• → Fault diagnosis of rolling bearing based on feature reduction with global-local margin Fisher analysis(2018)96 cited
• → In silicoprofiling nanoparticles: predictive nanomodeling using universal nanodescriptors and various machine learning approaches(2019)91 cited
• → A novel unsupervised deep learning network for intelligent fault diagnosis of rotating machinery(2020)86 cited