| Battery warm-up methodologies at subzero temperatures for automotive applications: Recent advances and perspectives X Hu, Y Zheng, DA Howey, H Perez, A Foley, M Pecht Progress in Energy and Combustion Science 77, 100806, 2020 | 367 | 2020 |
| Thermal state monitoring of lithium-ion batteries: Progress, challenges, and opportunities Y Zheng, Y Che, X Hu, X Sui, DI Stroe, R Teodorescu Progress in Energy and Combustion Science 100, 101120, 2024 | 92 | 2024 |
| Transfer learning for battery smarter state estimation and ageing prognostics: Recent progress, challenges, and prospects K Liu, Q Peng, Y Che, Y Zheng, K Li, R Teodorescu, D Widanage, A Barai Advances in Applied Energy 9, 100117, 2023 | 92 | 2023 |
| Optimal multistage charging of NCA/graphite lithium-ion batteries based on electrothermal-aging dynamics X Hu, Y Zheng, X Lin, Y Xie IEEE Transactions on Transportation Electrification 6 (2), 427-438, 2020 | 85 | 2020 |
| Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network Y Che, Y Zheng, Y Wu, X Sui, P Bharadwaj, DI Stroe, Y Yang, X Hu, ... Applied Energy 323, 119663, 2022 | 75 | 2022 |
| Spatial–temporal data-driven full driving cycle prediction for optimal energy management of battery/supercapacitor electric vehicles Y Wu, Z Huang, Y Zheng, Y Liu, H Li, Y Che, J Peng, R Teodorescu Energy Conversion and Management 277, 116619, 2023 | 56 | 2023 |
| Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection Y Che, Y Zheng, FE Forest, X Sui, X Hu, R Teodorescu Reliability Engineering & System Safety 241, 109603, 2024 | 39 | 2024 |
| Boosting battery state of health estimation based on self-supervised learning Y Che, Y Zheng, X Sui, R Teodorescu Journal of Energy Chemistry 84, 335-346, 2023 | 32 | 2023 |
| Health-conscious predictive energy management strategy with hybrid speed predictor for plug-in hybrid electric vehicles: Investigating the impact of battery electro-thermal … J Han, W Liu, Y Zheng, A Khalatbarisoltani, Y Yang, X Hu Applied Energy 352, 121986, 2023 | 28 | 2023 |
| Battery states monitoring for electric vehicles based on transferred multi-task learning Y Che, Y Zheng, Y Wu, X Lin, J Li, X Hu, R Teodorescu IEEE Transactions on Vehicular Technology 72 (8), 10037-10047, 2023 | 24 | 2023 |
| Sensorless temperature monitoring of lithium-ion batteries by integrating physics with machine learning Y Zheng, Y Che, X Hu, X Sui, R Teodorescu IEEE Transactions on Transportation Electrification, 2023 | 18 | 2023 |
| Data-enabled predictive control for fast charging of lithium-ion batteries with constraint handling K Zhang, K Chen, X Lin, Y Zheng, X Yin, X Hu, Z Song, Z Li arXiv preprint arXiv:2209.12862, 2022 | 14 | 2022 |
| Increasing generalization capability of battery health estimation using continual learning Y Che, Y Zheng, S Onori, X Hu, R Teodorescu Cell Reports Physical Science 4 (12), 2023 | 9 | 2023 |
| Health Prediction for Lithium-Ion Batteries Under Unseen Working Conditions Y Che, F Forest, Y Zheng, L Xu, R Teodorescu IEEE Transactions on Industrial Electronics, 2024 | 6 | 2024 |
| Sensorless state of temperature estimation for smart battery based on electrochemical impedance Y Zheng, NA Weinreich, A Kulkarni, Y Che, H Sorouri, X Sui, ... 2023 25th European Conference on Power Electronics and Applications (EPE'23 …, 2023 | 6 | 2023 |
| Li-ion battery digital twin based on online impedance estimation A Kulkarni, H Sorouri, Y Zheng, X Sui, A Oshnoei, NA Weinreich, ... 2023 IEEE 17th International Conference on Compatibility, Power Electronics …, 2023 | 6 | 2023 |
| Enhanced Electrothermal State Estimation and Experimental Validations for Electric Flying Car Batteries W Liu, Y Zheng, A Khalatbarisoltani, L Xu, Y Pan, X Hu IEEE/ASME Transactions on Mechatronics, 2024 | 4 | 2024 |
| Online Sensorless Temperature Estimation of Lithium-Ion Batteries Through Electro-Thermal Coupling Y Zheng, Y Che, X Hu, X Sui, R Teodorescu IEEE/ASME Transactions on Mechatronics, 2024 | 3 | 2024 |
| Real-time sensorless temperature estimation of lithium-ion batteries based on online operando impedance acquisition Y Zheng, Y Che, J Guo, NA Weinreich, A Kulkarni, A Nadeem, X Sui, ... IEEE Transactions on Power Electronics, 2024 | 2 | 2024 |
| Early Prediction of Lithium-Ion Batteries Lifetime via Few-Shot Learning X Sui, S He, Y Zheng, Y Che, R Teodorescu IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023 | 2 | 2023 |
Remus TeodorescuProfessor at Aalborg UniversityAdresse e-mail validée de et.aau.dk
