Deep learning algorithms for rotating machinery intelligent diagnosis: An open source benchmark study

Zhibin Zhao, Tianfu Li, Jingyao Wu, +4

ISA Transactions

Artificial IntelligenceEngineeringMachine LearningData ScienceIntelligent Diagnostics +7

Deep Transfer Learning Based on Sparse Autoencoder for Remaining Useful Life Prediction of Tool in Manufacturing

Chuang Sun, Meng Ma, Zhibin Zhao, +3

IEEE Transactions on Industrial Informatics

EngineeringMachine LearningDeep Transfer LearningLife PredictionAutoencoders +16

WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis

Tianfu Li, Zhibin Zhao, Chuang Sun, +4

IEEE Transactions on Systems Man and Cybernetics Systems

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningIntelligent Diagnostics +16

Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study

Zhibin Zhao, Qiyang Zhang, Xiaolei Yu, +4

IEEE Transactions on Instrumentation and Measurement

Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis

Fujin Wang, Zhi Zhai, Zhibin Zhao, +2

Nature Communications

Multireceptive Field Graph Convolutional Networks for Machine Fault Diagnosis

Tianfu Li, Zhibin Zhao, Chuang Sun, +2

IEEE Transactions on Industrial Electronics

Fault DiagnosisGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning +15

Few-shot transfer learning for intelligent fault diagnosis of machine

Jingyao Wu, Zhibin Zhao, Chuang Sun, +2

Measurement

Fault DiagnosisEngineeringMachine LearningPattern RecognitionFault Forecasting +3

Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions

Tianfu Li, Zhibin Zhao, Chuang Sun, +2

IEEE Transactions on Instrumentation and Measurement

Artificial IntelligenceFault DiagnosisConvolutional Neural NetworkEngineeringMachine Learning +14

Wavelet transform for rotary machine fault diagnosis:10 years revisited

Ruqiang Yan, Zuogang Shang, Hong Xu, +4

Mechanical Systems and Signal Processing

Fault DiagnosisCondition MonitoringReliability EngineeringEngineeringWavelet Transform +5

Enhanced Sparse Period-Group Lasso for Bearing Fault Diagnosis

Zhibin Zhao, Shuming Wu, Baijie Qiao, +2

IEEE Transactions on Industrial Electronics

Fault DiagnosisReliability EngineeringEngineeringMachine LearningData Science +9