Wei Zhang

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 19

Top Topics

Weakly Supervised

Fault Diagnosis

Top Venues

IEEE Trans. Ind. Electron.

IEEE Trans. Ind. Informatics

Reliab. Eng. Syst. Saf.

Publications

Wei Zhang, Ziwei Wang, Xiang Li
Blockchain-based decentralized federated transfer learning methodology for collaborative machinery fault diagnosis. Reliab. Eng. Syst. Saf. 229 (2023)
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
Degradation Alignment in Remaining Useful Life Prediction Using Deep Cycle-Consistent Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning. IEEE Trans. Ind. Informatics 17 (11) (2021)
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning. IEEE Trans. Ind. Informatics 17 (12) (2021)
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
Federated learning for machinery fault diagnosis with dynamic validation and self-supervision. Knowl. Based Syst. 213 (2021)
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions. Reliab. Eng. Syst. Saf. 211 (2021)
Xiang Li, Wei Zhang
Deep Learning-Based Partial Domain Adaptation Method on Intelligent Machinery Fault Diagnostics. IEEE Trans. Ind. Electron. 68 (5) (2021)
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
Partial transfer learning in machinery cross-domain fault diagnostics using class-weighted adversarial networks. Neural Networks 129 (2020)
Xiang Li, Wei Zhang, Qian Ding, Xu Li
Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning. IEEE Trans. Ind. Informatics 16 (3) (2020)
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
Domain generalization in rotating machinery fault diagnostics using deep neural networks. Neurocomputing 403 (2020)
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
Data alignments in machinery remaining useful life prediction using deep adversarial neural networks. Knowl. Based Syst. 197 (2020)
Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun
Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation. J. Intell. Manuf. 31 (2) (2020)
Xiang Li, Wei Zhang, Nan-Xi Xu, Qian Ding
Deep Learning-Based Machinery Fault Diagnostics With Domain Adaptation Across Sensors at Different Places. IEEE Trans. Ind. Electron. 67 (8) (2020)
Xiang Li, Xiao-Dong Jia, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation. Neurocomputing 383 (2020)
Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun
Multi-Layer domain adaptation method for rolling bearing fault diagnosis. Signal Process. 157 (2019)
Xiang Li, Wei Zhang, Qian Ding
Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism. Signal Process. 161 (2019)
Xiang Li, Wei Zhang, Qian Ding
Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks. IEEE Trans. Ind. Electron. 66 (7) (2019)
Xiang Li, Wei Zhang, Qian Ding
Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction. Reliab. Eng. Syst. Saf. 182 (2019)
Xiang Li, Wei Zhang, Qian Ding
A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning. Neurocomputing 310 (2018)