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Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin, Li, Jia ming. Privacy-preserving intelligent fault diagnostics for wind turbine clusters using federated stacked capsule autoencoder[J]. Expert Systems with Applications, 2024, 254, 124256.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin;  Li, Jia ming
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/07/04
Federated Learning  Intelligent Fault Diagnosis  Stacked Capsule Autoencoder  Wind Turbine  
Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing Journal article
Liu, Huanbai, Zhang, Fanlong, Tan, Yin, Huang, Lian, Li, Yan, Huang, Guoheng, Luo, Shenghong, Zeng, An. Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing[J]. Measurement Science and Technology, 2024, 35(8), 086138.
Authors:  Liu, Huanbai;  Zhang, Fanlong;  Tan, Yin;  Huang, Lian;  Li, Yan; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:2.7/2.4 | Submit date：2024/07/04
Bidirectional Gated Recurrent Unit  Cross Self- Attention  Fault Diagnosis  Multi-scale Quaternion Convolutional Layer  
Back Propagation Neural Network-Based Fault Diagnosis and Fault Tolerant Control of Distributed Drive Electric Vehicles Based on Sliding Mode Control-Based Direct Yaw Moment Control Journal article
Sun, Tianang, Wong, Pak Kin, Wang, Xiaozheng. Back Propagation Neural Network-Based Fault Diagnosis and Fault Tolerant Control of Distributed Drive Electric Vehicles Based on Sliding Mode Control-Based Direct Yaw Moment Control[J]. Vehicles, 2024, 6(1), 93-119.
Authors:  Sun, Tianang;  Wong, Pak Kin;  Wang, Xiaozheng
Favorite | TC[WOS]:0 TC[Scopus]:2 | Submit date：2024/05/16
Direct Yaw Moment Control  Motor Fault Diagnosis  Neural Network  Sliding Mode Control  Vehicle Fault Tolerance  
A Gated Recurrent Generative Transfer Learning Network for Fault Diagnostics Considering Imbalanced Data and Variable Working Conditions Journal article
Li, Zhuorui, Ma, Jun, Wu, Jiande, Wong, Pak Kin, Wang, Xiaodong, Li, Xiang. A Gated Recurrent Generative Transfer Learning Network for Fault Diagnostics Considering Imbalanced Data and Variable Working Conditions[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 1-12.
Authors:  Li, Zhuorui;  Ma, Jun;  Wu, Jiande;  Wong, Pak Kin;  Wang, Xiaodong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Fault Diagnosis  Gated Recurrent Generative Transfer Learning Network (Grgtln)  “generation-transfer” CoTraining Training Strategy  Imbalances Data  Smooth Conditional Matrix  
Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery Journal article
Chen, Hao, Wang, Xian Bo, Li, Jia ming, Yang, Zhi Xin. Dynamic Focusing Network for Semisupervised Mechanical Fault Diagnosis of Rotating Machinery[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024.
Authors:  Chen, Hao;  Wang, Xian Bo;  Li, Jia ming;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date：2024/07/04
Attention Mechanism  Deep Learning  Fault Diagnosis  Fault Diagnosis  Feature Extraction  Informatics  Machinery  Mutual Information (Mi)  Rotating Machinery  Uncertainty  Vectors  Vibrations  
A Novel Rotating Machinery Fault Diagnosis System Using Ensemble Learning Capsule Autoencoder Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin. A Novel Rotating Machinery Fault Diagnosis System Using Ensemble Learning Capsule Autoencoder[J]. IEEE Sensors Journal, 2024, 24(1), 1018-1027.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.3/4.2 | Submit date：2024/02/22
Ensemble Learning  Intelligent Fault Diagnosis (Ifd)  Rotating Machinery  Stacked Capsule Autoencoder (Scae)  
Fast In-Loop Single-Tube Open-Circuit Fault Diagnosis for Voltage Source Inverter Based on Duality of Current-Time Pairs Journal article
Song, Chonghui, Zhao, Xiaolong, Sun, Xianrui, Diao, Naizhe, Zhao, Jing. Fast In-Loop Single-Tube Open-Circuit Fault Diagnosis for Voltage Source Inverter Based on Duality of Current-Time Pairs[J]. IEEE Transactions on Industrial Electronics, 2023, 70(9), 9572 - 9581.
Authors:  Song, Chonghui;  Zhao, Xiaolong;  Sun, Xianrui;  Diao, Naizhe;  Zhao, Jing
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.5/8.0 | Submit date：2023/01/30
Current-time Pairs  Dual-difference  Neural-network-liked Structure  Open-circuit (Oc) Fault Diagnosis  Traction Motor Drive System  
An Improved Graph Convolutional Networks for Fault Diagnosis of Rolling Bearing with Limited Labeled Data Journal article
Xiao, Xiangqu, Li, Chaoshun, Huang, Jie, Yu ,Tian, Wong, Pak Kin. An Improved Graph Convolutional Networks for Fault Diagnosis of Rolling Bearing with Limited Labeled Data[J]. Measurement Science and Technology, 2023, 34(12), 125109.
Authors:  Xiao, Xiangqu;  Li, Chaoshun;  Huang, Jie;  Yu ,Tian;  Wong, Pak Kin
Favorite | TC[WOS]:10 TC[Scopus]:10  IF:2.7/2.4 | Submit date：2023/08/29
Fault Diagnosis  Improved Graph Convolutional Network  Graph-structured Data  Limited Labeled Data  Rolling Bearing  
Machinery multi-sensor fault diagnosis based on adaptive multivariate feature mode decomposition and multi-attention fusion residual convolutional neural network Journal article
Yan Xiaoan, Yan Wangji, Xu Yadong, Yuen Kaveng. Machinery multi-sensor fault diagnosis based on adaptive multivariate feature mode decomposition and multi-attention fusion residual convolutional neural network[J]. Mechanical Systems and Signal Processing, 2023, 202, 110664.
Authors:  Yan Xiaoan;  Yan Wangji;  Xu Yadong;  Yuen Kaveng
Adobe PDF | Favorite | TC[WOS]:28 TC[Scopus]:31  IF:7.9/8.0 | Submit date：2023/08/30
Multivariate Feature Mode Decomposition  Multi-attention Fusion Residual Convolutional Neural Network  Multi-sensor Data  Machinery Fault Diagnosis  
Fast Robust Capsule Network With Dynamic Pruning and Multiscale Mutual Information Maximization for Compound-Fault Diagnosis Journal article
Chen, Hao, Wang, Xian bo, Yang, Zhi Xin. Fast Robust Capsule Network With Dynamic Pruning and Multiscale Mutual Information Maximization for Compound-Fault Diagnosis[J]. IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 28(2), 838-847.
Authors:  Chen, Hao;  Wang, Xian bo;  Yang, Zhi Xin
Favorite | TC[WOS]:10 TC[Scopus]:13  IF:6.1/6.2 | Submit date：2023/01/30
Capsule Network  Deep Learning  Fault Diagnosis  Mutual Information  Rotating Machinery