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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  
OA-Pose: Occlusion-aware monocular 6-DoF object pose estimation under geometry alignment for robot manipulation Journal article
Wang, Jikun, Luo, Luqing, Liang, Weixiang, Yang, Zhi Xin. OA-Pose: Occlusion-aware monocular 6-DoF object pose estimation under geometry alignment for robot manipulation[J]. Pattern Recognition, 2024, 154, 110576.
Authors:  Wang, Jikun;  Luo, Luqing;  Liang, Weixiang;  Yang, Zhi Xin
Favorite | TC[WOS]:0 TC[Scopus]:3  IF:7.5/7.6 | Submit date：2024/06/05
Deep Learning  Dense Correspondence  Object Pose Estimation  Occlusion Scene  Robot Manipulation  
Adaptive spectrum amplitude modulation method for rolling bearing fault frequency determination Journal article
Tu, Zhaoyu, Luo, Zeyu, Li, Menghui, Wang, Jun, Yang, Zhi Xin, Wang, Xianbo. Adaptive spectrum amplitude modulation method for rolling bearing fault frequency determination[J]. Measurement Science and Technology, 2024, 35(11), 116108.
Authors:  Tu, Zhaoyu;  Luo, Zeyu;  Li, Menghui;  Wang, Jun;  Yang, Zhi Xin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.7/2.4 | Submit date：2024/09/03
Adaptive Filter  Fault Frequency Determination  Magnitude Order  Sparse Stacked Autoencoder  Spectral Amplitude Modulation  
A numerically stable flexural dynamics model of complex multi-span fluid-conveying pipes with flexible components and its application to clamp stiffness identification Journal article
Wang, Ze Chao, Gao, Pei Xin, Zhou, Zu De, Tijsseling, Arris S., Qu, Yong Zhi, Yan, Wang Ji, Yuen, Ka Veng, Cheng, Shing Shin. A numerically stable flexural dynamics model of complex multi-span fluid-conveying pipes with flexible components and its application to clamp stiffness identification[J]. Thin-Walled Structures, 2024, 195, 111488.
Authors:  Wang, Ze Chao;  Gao, Pei Xin;  Zhou, Zu De;  Tijsseling, Arris S.;  Qu, Yong Zhi; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:5.7/5.6 | Submit date：2024/02/22
Clamp Stiffness Identification  Flexible Component  Improved Transfer Matrix Method  Multi-span Fluid-conveying Pipe  Numerically Stable Dynamics Model  
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)  
Multi-Sem Fusion: Multimodal Semantic Fusion for 3-D Object Detection Journal article
Xu, Shaoqing, Li, Fang, Song, Ziying, Fang, Jin, Wang, Sifen, Yang, Zhi Xin. Multi-Sem Fusion: Multimodal Semantic Fusion for 3-D Object Detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5703114.
Authors:  Xu, Shaoqing;  Li, Fang;  Song, Ziying;  Fang, Jin;  Wang, Sifen; et al.
Favorite | TC[WOS]:3 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2024/05/16
3-d Object Detection  Multimodal Fusion  Self-attention  
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  
Real-time location-to-image generative adversarial networks with sparse sensor data Conference paper
Zhang, Duo, Ye, Qisheng, Wang, Di, Liang, Weixiang, Hu, Guanghui, Yang, Zhi-Xin. Real-time location-to-image generative adversarial networks with sparse sensor data[C], 2023.
Authors:  Zhang, Duo;  Ye, Qisheng;  Wang, Di;  Liang, Weixiang;  Hu, Guanghui; et al.
Favorite |  | Submit date：2024/08/31
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  
An adaptive image enhancement approach for safety monitoring robot under insufficient illumination condition Journal article
Wang, Jikun, Liang, Weixiang, Yang, Jiangang, Wang, Shizheng, Yang, Zhi Xin. An adaptive image enhancement approach for safety monitoring robot under insufficient illumination condition[J]. Computers in Industry, 2023, 147, 103862.
Authors:  Wang, Jikun;  Liang, Weixiang;  Yang, Jiangang;  Wang, Shizheng;  Yang, Zhi Xin
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:8.2/9.3 | Submit date：2023/02/28
Safety Monitoring Robot  Insufficient Illumination Condition  Image Enhancement  Image Denoise  Deep Learning