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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  
A Novel Fault Diagnosis Method for Rotor-Bearing System Based on Instantaneous Orbit Fusion Feature Image and Deep Convolutional Neural Network Journal article
Cui, Xiaolong, Wu, Yifan, Zhang, Xiaoyuan, Huang, Jie, Wong, Pak Kin, Li, Chaoshun. A Novel Fault Diagnosis Method for Rotor-Bearing System Based on Instantaneous Orbit Fusion Feature Image and Deep Convolutional Neural Network[J]. IEEE/ASME Transactions on Mechatronics, 2023, 28(2), 0113-1024.
Authors:  Cui, Xiaolong;  Wu, Yifan;  Zhang, Xiaoyuan;  Huang, Jie;  Wong, Pak Kin; et al.
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:6.1/6.2 | Submit date：2023/01/30
Convolution  Deep Convolutional Network  Fault Diagnosis  Fault Diagnosis  Feature Extraction  Fusion Feature Images  Instantaneous Orbit Features (Iof)  Machinery  Mechatronics  Orbits  Rotor-bearing System  Transfer Learning (Tl)  Vibrations  
Remaining useful life estimation combining two-step maximal information coefficient and temporal convolutional network with attention mechanism Journal article
Yang, Zhi-Xin, Yalan Jiang, Li, Chaoshun, Zhao, Yujie, Wang, Xianbo. Remaining useful life estimation combining two-step maximal information coefficient and temporal convolutional network with attention mechanism[J]. IEEE Access, 2021.
Authors:  Yang, Zhi-Xin;  Yalan Jiang;  Li, Chaoshun;  Zhao, Yujie;  Wang, Xianbo
Favorite |   IF:3.4/3.7 | Submit date：2022/08/31
A Novel Wind Speed Interval Prediction Based on Error Prediction Method Journal article
Tang, Geng, Wu, Yifan, Li, Chaoshun, Wong, Pak Kin, Xiao, Zhihuai, An, Xueli. A Novel Wind Speed Interval Prediction Based on Error Prediction Method[J]. IEEE Transactions on Industrial Informatics, 2020, 16(11), 6806-6815.
Authors:  Tang, Geng;  Wu, Yifan;  Li, Chaoshun;  Wong, Pak Kin;  Xiao, Zhihuai; et al.
Favorite | TC[WOS]:59 TC[Scopus]:68  IF:11.7/11.4 | Submit date：2021/03/09
Deep Learning  Error Prediction  Gated Recurrent Unit  Interval Prediction  Wind Speed Prediction