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2020 – today
- 2024
[j9]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: 109832 (2024)- [j8]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: 109891 (2024) - [j7]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: 109950 (2024) - [j6]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): 1144-1154 (2024) - [j5]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): 5529-5538 (2024) - [c3]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: 1-6 - 2023
- [j4]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: 108986 (2023) - [j3]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: 109096 (2023) - [j2]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: 1-11 (2023) - [j1]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: 1-12 (2023) - 2022
- [c2]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: 1-6 - 2021
- [c1]Jilun Tian, Yuchen Jiang, Hao Luo, Shen Yin:
Adaptive Boosting Based on Multi-class Neural Networks for IGBT Health Parameter Prediction. ICIT 2021: 1001-1006
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