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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  
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)  
Semi-Supervised Self-Correcting Graph Neural Network for Intelligent Fault Diagnosis of Rotating Machinery Journal article
Chen, Hao, Wang, Xian Bo, Yang, Zhi Xin. Semi-Supervised Self-Correcting Graph Neural Network for Intelligent Fault Diagnosis of Rotating Machinery[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72, 1-11.
Authors:  Chen, Hao;  Wang, Xian Bo;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:8  IF:5.6/5.6 | Submit date：2024/02/22
Deep Learning  Expectation Maximization (Em) Algorithm  Graph Neural Network (Gnn)  Intelligent Fault Diagnosis (Ifd)  Rotating Machine  
Intelligent fault monitoring and diagnosis of tunnel fans using a hierarchical cascade forest Journal article
Yang, Zhi Xin, Li, Chao Shun, Wang, Xian Bo, Chen, Hao. Intelligent fault monitoring and diagnosis of tunnel fans using a hierarchical cascade forest[J]. ISA Transactions, 2022, 136, 442-454.
Authors:  Yang, Zhi Xin;  Li, Chao Shun;  Wang, Xian Bo;  Chen, Hao
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:6.3/5.9 | Submit date：2023/01/30
Confidence Estimation  Deep Forest  Hierarchical Cascade Structure  Intelligent Fault Diagnosis  Random Forest  Tunnel Fans  
ELM Meets RAE-ELM: A hybrid intelligent model for multiple fault diagnosis and remaining useful life predication of rotating machinery Conference paper
Yang Z.-X., Zhang P.-B.. ELM Meets RAE-ELM: A hybrid intelligent model for multiple fault diagnosis and remaining useful life predication of rotating machinery[C], 2016, 2321-2328.
Authors:  Yang Z.-X.;  Zhang P.-B.
Favorite | TC[WOS]:12 TC[Scopus]:18 | Submit date：2018/12/22
Extreme Learning Machine (Elm)  Fault Diagnosis  Hybrid Intelligent Model  Network  Predication  Remaining Useful Life