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Jilun Tian
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A variational local weighted deep sub-domain adaptation network for remaining useful life prediction facing cross-domain condition
J Zhang, X Li, J Tian, Y Jiang, H Luo, S Yin
Reliability Engineering & System Safety 231, 108986, 2023
622023
A parallel hybrid neural network with integration of spatial and temporal features for remaining useful life prediction in prognostics
J Zhang, J Tian, M Li, JI Leon, LG Franquelo, H Luo, S Yin
IEEE Transactions on Instrumentation and Measurement 72, 1-12, 2022
622022
An integrated multi-head dual sparse self-attention network for remaining useful life prediction
J Zhang, X Li, J Tian, H Luo, S Yin
Reliability Engineering & System Safety 233, 109096, 2023
592023
A data-model interactive remaining useful life prediction approach of lithium-ion batteries based on PF-BiGRU-TSAM
J Zhang, C Huang, MY Chow, X Li, J Tian, H Luo, S Yin
IEEE Transactions on Industrial Informatics, 2023
502023
Lifetime extension approach based on levenberg-marquardt neural network and power routing of dc-dc converters
J Zhang, J Tian, AM Alcaide, JI Leon, S Vazquez, LG Franquelo, H Luo, ...
IEEE Transactions on Power Electronics, 2023
322023
A novel transfer ensemble learning framework for remaining useful life prediction under multiple working conditions
J Tian, Y Jiang, J Zhang, S Wu, H Luo
IEEE Transactions on Instrumentation and Measurement, 2023
142023
High-performance fault classification based on feature importance ranking-XgBoost approach with feature selection of redundant sensor data
J Tian, Y Jiang, J Zhang, Z Wang, JJ Rodríguez-Andina, H Luo
Current Chinese Science 2 (3), 243-251, 2022
92022
Multi-hop graph pooling adversarial network for cross-domain remaining useful life prediction: A distributed federated learning perspective
J Zhang, J Tian, P Yan, S Wu, H Luo, S Yin
Reliability Engineering & System Safety 244, 109950, 2024
52024
Adaptive boosting based on multi-class neural networks for igbt health parameter prediction
J Tian, Y Jiang, H Luo, S Yin
2021 22nd IEEE International Conference on Industrial Technology (ICIT) 1 …, 2021
42021
A novel data augmentation approach to fault diagnosis with class-imbalance problem
J Tian, Y Jiang, J Zhang, H Luo, S Yin
Reliability Engineering & System Safety 243, 109832, 2024
32024
A novel generalized source-free domain adaptation approach for cross-domain industrial fault diagnosis
J Tian, J Zhang, Y Jiang, S Wu, H Luo, S Yin
Reliability Engineering & System Safety 243, 109891, 2024
12024
Random Forest Regression for Battery State-of-Health Estimation Based on Unsupervised Transfer Component Analysis Domain Adaptation
J Tian, J Zhang, C Huang, MY Chow, H Luo
2022 IEEE International Conference on Industrial Technology (ICIT), 1-6, 2022
12022
SIR-Aided Secure Transmission and Attack Detection for Security Management of Nonlinear Cyber-Physical System Using GRU Autoencoder
S Wu, H Luo, Y Jiang, J Zhang, J Tian, S Yin
IEEE Transactions on Industrial Informatics, 2023
2023
SAGPCN: Self-Attention Graph Pooling Convolutional Network for Battery State of Health Estimation
J Zhang, J Tian, Y Jiang, H Luo, CS Huang, MY Chow, S Yin
2023 IEEE 3rd International Conference on Industrial Electronics for …, 2023
2023
A Multi-Layer Long Short-Term Memory Neural Network on Battery State-of-Health Estimation with Transfer Learning
J Tian, J Zhang, Y Jiang, H Luo, C Huang, M Chow
2023 IEEE 3rd International Conference on Industrial Electronics for …, 2023
2023
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Articles 1–15