Wei Zhang

25 papers Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Flexible Federated Learning in Machinery Fault Diagnostics with Light Communication.
IEEE CAA J. Autom. Sinica
Xiang Li, Weipeng Fan, Shaojie Yang, Wei Zhang, Xu Li
2026 J jnl
Physics-integrated intelligent method for propeller aerodynamic property predictions of electric aircraft.
Eng. Appl. Artif. Intell.
Wei Zhang, Ziwei Wang, Xiang Li, Song Xiang
2026 J jnl
State of charge prediction for lithium-ion batteries in electric aircraft based on self-supervised informer.
Appl. Soft Comput.
Wei Zhang, Hongshen Hao, Yewei Zhang, Huixin Yang, Xiang Li
2025 J jnl
Denoising diffusion probabilistic model-enabled data augmentation method for intelligent machine fault diagnosis.
Eng. Appl. Artif. Intell.
Pengcheng Zhao, Wei Zhang, Xiaoshan Cao, Xiang Li
2025 J jnl
State of Charge Prediction of Lithium-Ion Batteries for Electric Aircraft with Swin Transformer.
IEEE CAA J. Autom. Sinica
Wei Zhang, Hongshen Hao, Yewei Zhang
2023 J jnl
Blockchain-based decentralized federated transfer learning methodology for collaborative machinery fault diagnosis.
Reliab. Eng. Syst. Saf.
Wei Zhang, Ziwei Wang, Xiang Li
2022 J jnl
Degradation Alignment in Remaining Useful Life Prediction Using Deep Cycle-Consistent Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2021 J jnl
Deep Learning-Based Partial Domain Adaptation Method on Intelligent Machinery Fault Diagnostics.
IEEE Trans. Ind. Electron.
Xiang Li, Wei Zhang
2021 J jnl
Federated learning for machinery fault diagnosis with dynamic validation and self-supervision.
Knowl. Based Syst.
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2021 J jnl
Open-Set Domain Adaptation in Machinery Fault Diagnostics Using Instance-Level Weighted Adversarial Learning.
IEEE Trans. Ind. Informatics
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2021 J jnl
Transfer learning using deep representation regularization in remaining useful life prediction across operating conditions.
Reliab. Eng. Syst. Saf.
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2021 J jnl
Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning.
IEEE Trans. Ind. Informatics
Wei Zhang, Xiang Li, Hui Ma, Zhong Luo, Xu Li
2020 J jnl
Data alignments in machinery remaining useful life prediction using deep adversarial neural networks.
Knowl. Based Syst.
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020 J jnl
Deep Learning-Based Machinery Fault Diagnostics With Domain Adaptation Across Sensors at Different Places.
IEEE Trans. Ind. Electron.
Xiang Li, Wei Zhang, Nan-Xi Xu, Qian Ding
2020 J jnl
Diagnosing Rotating Machines With Weakly Supervised Data Using Deep Transfer Learning.
IEEE Trans. Ind. Informatics
Xiang Li, Wei Zhang, Qian Ding, Xu Li
2020 J jnl
Domain generalization in rotating machinery fault diagnostics using deep neural networks.
Neurocomputing
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020 J jnl
Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation.
Neurocomputing
Xiang Li, Xiao-Dong Jia, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2020 J jnl
Intelligent rotating machinery fault diagnosis based on deep learning using data augmentation.
J. Intell. Manuf.
Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun
2020 J jnl
Partial transfer learning in machinery cross-domain fault diagnostics using class-weighted adversarial networks.
Neural Networks
Xiang Li, Wei Zhang, Hui Ma, Zhong Luo, Xu Li
2019 J jnl
Cross-Domain Fault Diagnosis of Rolling Element Bearings Using Deep Generative Neural Networks.
IEEE Trans. Ind. Electron.
Xiang Li, Wei Zhang, Qian Ding
2019 J jnl
Deep learning-based remaining useful life estimation of bearings using multi-scale feature extraction.
Reliab. Eng. Syst. Saf.
Xiang Li, Wei Zhang, Qian Ding
2019 J jnl
Multi-Layer domain adaptation method for rolling bearing fault diagnosis.
Signal Process.
Xiang Li, Wei Zhang, Qian Ding, Jian-Qiao Sun
2019 J jnl
Understanding and improving deep learning-based rolling bearing fault diagnosis with attention mechanism.
Signal Process.
Xiang Li, Wei Zhang, Qian Ding
2018 J jnl
A robust intelligent fault diagnosis method for rolling element bearings based on deep distance metric learning.
Neurocomputing
Xiang Li, Wei Zhang, Qian Ding
2017 J jnl
Dynamic Analysis of a Rotor System Supported on Squeeze Film Damper with Air Entrainment.
Int. J. Bifurc. Chaos
Wei Zhang, Bingbing Han, Kunpeng Zhang, Qian Ding