Jilun Tian

21 papers Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-source domain adaptation via evidence-based target pseudo-labels for human-computer collaboration fault diagnosis.
J. Ind. Inf. Integr.
Jilun Tian, Hao Luo, Pengfei Yan, Xinyu Qiao, Shimeng Wu, Jiusi Zhang
2025 J jnl
A Data-Driven Encrypted Transmission and Security Monitoring Approach for Cyber-Physical Systems.
IEEE Trans. Ind. Informatics
Shimeng Wu, Hao Luo, Jiusi Zhang, Jilun Tian, Yuchen Jiang, Shen Yin
2025 J jnl
A Fault Detection Approach for Nonlinear Systems Based on Deep Learning-Aided Kernel Representations.
IEEE Trans. Ind. Informatics
Shimeng Wu, Yimin Zhu, Hao Luo, Hao Wang, Jiusi Zhang, Xinyu Qiao, Jilun Tian
2025 J jnl
A Transfer Gated Recurrent Unit Model for Battery Health Monitoring Under Cross-Domain Conditions.
IEEE Trans. Instrum. Meas.
Jilun Tian, Jiale Xie, Jiusi Zhang, Cong-Sheng Huang, Yuchen Jiang, Hao Luo, Mo-Yuen Chow, Shen Yin
2025 J jnl
Coprime Factorization-Based Encryption and Attack Detection for Nonlinear Cyber-Physical Systems Using Deep Learning Approach.
IEEE Trans Autom. Sci. Eng.
Shimeng Wu, Hao Luo, Jiusi Zhang, Xinyu Qiao, Jilun Tian, Yuchen Jiang
2025 J jnl
Physics-Guided Soft Sensing-Aided Fault Diagnosis Framework of Sucker Rod Pumping System.
IEEE Trans. Instrum. Meas.
Jilun Tian, Meng Cai, Hao Luo, Xiaolong Hui, Xiaoyi Xu, Xinyu Qiao, Jiusi Zhang
2025 J jnl
Source-Free Domain Adaptation for Open-Set Cross-Domain Fault Diagnosis.
IEEE Trans. Ind. Informatics
Jilun Tian, Hao Luo, Shimeng Wu, Pengfei Yan, Jiusi Zhang
2025 J jnl
Subspace-Aided Indicator Diagrams Estimation Approach for Tower-Type Pumping Systems Under Multiple Operating Conditions.
IEEE Trans. Ind. Informatics
Xinyu Qiao, Guomin Xu, Hao Luo, Xiaolong Hui, Jilun Tian, Jiusi Zhang, Xiaoyi Xu
2024 — conf
A Data-Driven Two-Stage Dynamometer Diagram Inference Approach for Variable Operational Conditions in Pumping Machines.
ICPS
Jiusi Zhang, Hao Luo, Jilun Tian, Xinyu Qiao, Xiaoyi Xu, Yuchen Jiang, Shen Yin, Okyay Kaynak
2024 J jnl
A Data-Model Interactive Remaining Useful Life Prediction Approach of Lithium-Ion Batteries Based on PF-BiGRU-TSAM.
IEEE Trans. Ind. Informatics
Jiusi Zhang, Cong-Sheng Huang, Mo-Yuen Chow, Xiang Li, Jilun Tian, Hao Luo, Shen Yin
2024 — conf
A Feature Extraction and Analysis Method for Battery Health Monitoring.
ISIE
Jilun Tian, Jiusi Zhang, Hao Luo, Cong-Sheng Huang, Mo-Yuen Chow, Yuchen Jiang, Shen Yin
2024 J jnl
A novel data augmentation approach to fault diagnosis with class-imbalance problem.
Reliab. Eng. Syst. Saf.
Jilun Tian, Yuchen Jiang, Jiusi Zhang, Hao Luo, Shen Yin
2024 J jnl
A novel generalized source-free domain adaptation approach for cross-domain industrial fault diagnosis.
Reliab. Eng. Syst. Saf.
Jilun Tian, Jiusi Zhang, Yuchen Jiang, Shimeng Wu, Hao Luo, Shen Yin
2024 J jnl
Multi-hop graph pooling adversarial network for cross-domain remaining useful life prediction: A distributed federated learning perspective.
Reliab. Eng. Syst. Saf.
Jiusi Zhang, Jilun Tian, Pengfei Yan, Shimeng Wu, Hao Luo, Shen Yin
2024 J jnl
SIR-Aided Secure Transmission and Attack Detection for Security Management of Nonlinear Cyber-Physical System Using GRU Autoencoder.
IEEE Trans. Ind. Informatics
Shimeng Wu, Hao Luo, Yuchen Jiang, Jiusi Zhang, Jilun Tian, Shen Yin
2023 J jnl
A Novel Transfer Ensemble Learning Framework for Remaining Useful Life Prediction Under Multiple Working Conditions.
IEEE Trans. Instrum. Meas.
Jilun Tian, Yuchen Jiang, Jiusi Zhang, Shimeng Wu, Hao Luo
2023 J jnl
A Parallel Hybrid Neural Network With Integration of Spatial and Temporal Features for Remaining Useful Life Prediction in Prognostics.
IEEE Trans. Instrum. Meas.
Jiusi Zhang, Jilun Tian, Minglei Li, Jose Ignacio León Galván, Leopoldo García Franquelo, Hao Luo, Shen Yin
2023 J jnl
A variational local weighted deep sub-domain adaptation network for remaining useful life prediction facing cross-domain condition.
Reliab. Eng. Syst. Saf.
Jiusi Zhang, Xiang Li, Jilun Tian, Yuchen Jiang, Hao Luo, Shen Yin
2023 J jnl
An integrated multi-head dual sparse self-attention network for remaining useful life prediction.
Reliab. Eng. Syst. Saf.
Jiusi Zhang, Xiang Li, Jilun Tian, Hao Luo, Shen Yin
2022 — conf
Random Forest Regression for Battery State-of-Health Estimation Based on Unsupervised Transfer Component Analysis Domain Adaptation.
ICIT
Jilun Tian, Jiusi Zhang, Cong-Sheng Huang, Mo-Yuen Chow, Hao Luo
2021 — conf
Adaptive Boosting Based on Multi-class Neural Networks for IGBT Health Parameter Prediction.
ICIT
Jilun Tian, Yuchen Jiang, Hao Luo, Shen Yin