Jilun Tian

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Fault Diagnosis

Domain Adaptation

Ensemble Learning

Hybrid Neural Network

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Instrum. Meas.

IEEE Trans. Ind. Informatics

Publications

Jilun Tian, Yuchen Jiang, Jiusi Zhang, Hao Luo, Shen Yin
A novel data augmentation approach to fault diagnosis with class-imbalance problem. Reliab. Eng. Syst. Saf. 243 (2024)
Jiusi Zhang, Cong-Sheng Huang, Mo-Yuen Chow, Xiang Li, Jilun Tian, Hao Luo, Shen Yin
A Data-Model Interactive Remaining Useful Life Prediction Approach of Lithium-Ion Batteries Based on PF-BiGRU-TSAM. IEEE Trans. Ind. Informatics 20 (2) (2024)
Jilun Tian, Jiusi Zhang, Hao Luo, Cong-Sheng Huang, Mo-Yuen Chow, Yuchen Jiang, Shen Yin
A Feature Extraction and Analysis Method for Battery Health Monitoring. ISIE (2024)
Shimeng Wu, Hao Luo, Yuchen Jiang, Jiusi Zhang, Jilun Tian, Shen Yin
SIR-Aided Secure Transmission and Attack Detection for Security Management of Nonlinear Cyber-Physical System Using GRU Autoencoder. IEEE Trans. Ind. Informatics 20 (4) (2024)
Jiusi Zhang, Jilun Tian, Pengfei Yan, Shimeng Wu, Hao Luo, Shen Yin
Multi-hop graph pooling adversarial network for cross-domain remaining useful life prediction: A distributed federated learning perspective. Reliab. Eng. Syst. Saf. 244 (2024)
Jilun Tian, Jiusi Zhang, Yuchen Jiang, Shimeng Wu, Hao Luo, Shen Yin
A novel generalized source-free domain adaptation approach for cross-domain industrial fault diagnosis. Reliab. Eng. Syst. Saf. 243 (2024)
Jilun Tian, Yuchen Jiang, Jiusi Zhang, Shimeng Wu, Hao Luo
A Novel Transfer Ensemble Learning Framework for Remaining Useful Life Prediction Under Multiple Working Conditions. IEEE Trans. Instrum. Meas. 72 (2023)
Jiusi Zhang, Xiang Li, Jilun Tian, Hao Luo, Shen Yin
An integrated multi-head dual sparse self-attention network for remaining useful life prediction. Reliab. Eng. Syst. Saf. 233 (2023)
Jiusi Zhang, Xiang Li, Jilun Tian, Yuchen Jiang, Hao Luo, Shen Yin
A variational local weighted deep sub-domain adaptation network for remaining useful life prediction facing cross-domain condition. Reliab. Eng. Syst. Saf. 231 (2023)
Jiusi Zhang, Jilun Tian, Minglei Li, Jose Ignacio León Galván, Leopoldo García Franquelo, Hao Luo, Shen Yin
A Parallel Hybrid Neural Network With Integration of Spatial and Temporal Features for Remaining Useful Life Prediction in Prognostics. IEEE Trans. Instrum. Meas. 72 (2023)
Jilun Tian, Jiusi Zhang, Cong-Sheng Huang, Mo-Yuen Chow, Hao Luo
Random Forest Regression for Battery State-of-Health Estimation Based on Unsupervised Transfer Component Analysis Domain Adaptation. ICIT (2022)
Jilun Tian, Yuchen Jiang, Hao Luo, Shen Yin
Adaptive Boosting Based on Multi-class Neural Networks for IGBT Health Parameter Prediction. ICIT (2021)