Projects per year
Personal profile
Keywords
- Energy
- Energy Storage
- Batteries
- Temperature Estimation
- Machine Learning
- Control Theory
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Collaborations and top research areas from the last five years
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Projects
- 2 Active
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State of Temperature Estimation in Smart Batteries using Artificial Intelligence
Zheng, Y., Teodorescu, R. & Sui, X.
01/01/2022 → 31/12/2024
Project: PhD Project
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CROSBAT: SMART BATTERY
Teodorescu, R., Stroe, D., Steffensen, B., Christensen, M. D., Sui, X., Vilsen, S. B., Che, Y., Zheng, Y., Bharadwaj, P., Kulkarni, A. & Weinreich, N. A.
01/09/2021 → 31/08/2027
Project: Research
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Battery States Monitoring for Electric Vehicles Based on Transferred Multi-Task Learning
Che, Y., Zheng, Y., Wu, Y., Lin, X., Li, J., Hu, X. & Teodorescu, R., 1 Aug 2023, In: IEEE Transactions on Vehicular Technology. 72, 8, p. 10037-10047 11 p.Research output: Contribution to journal › Journal article › Research › peer-review
1 Citation (Scopus) -
Boosting battery state of health estimation based on self-supervised learning
Che, Y., Zheng, Y., Sui, X. & Teodorescu, R., Sept 2023, In: Journal of Energy Chemistry. 84, p. 335-346 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile1 Citation (Scopus)2 Downloads (Pure) -
Sensorless Temperature Monitoring of Lithium-ion Batteries by Integrating Physics with Machine Learning
Zheng, Y., Che, Y., Hu, X., Sui, X. & Teodorescu, R., 2023, (Accepted/In press) In: IEEE Transactions on Transportation Electrification. p. 1 1 p.Research output: Contribution to journal › Journal article › Research › peer-review
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Spatial–temporal data-driven full driving cycle prediction for optimal energy management of battery/supercapacitor electric vehicles
Wu, Y., Huang, Z., Zheng, Y., Liu, Y., Li, H., Che, Y., Peng, J. & Teodorescu, R., 1 Feb 2023, In: Energy Conversion and Management. 277, 116619.Research output: Contribution to journal › Journal article › Research › peer-review
5 Citations (Scopus) -
Transfer learning for battery smarter state estimation and ageing prognostics: Recent progress, challenges, and prospects
Liu, K., Peng, Q., Che, Y., Zheng, Y., Li, K., Teodorescu, R., Widanage, D. & Barai, A., Feb 2023, In: Advances in Applied Energy. 9, 100117.Research output: Contribution to journal › Review article › peer-review
Open AccessFile14 Citations (Scopus)5 Downloads (Pure)