Projekter pr. år
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Samarbejde i de sidste fem år
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General Data Physics Coupling Pipeline for Next-generation Battery Modeling and Monitoring to Enhance Human Health and Sustainability
Che, Y. (PI (principal investigator)) & Steffensen, B. (Projektkoordinator)
01/08/2024 → 31/07/2029
Projekter: Projekt › Forskning
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Interpretable battery health prognostics coupling physics with machine learning
Che, Y. (PI (principal investigator)) & Steffensen, B. (Projektkoordinator)
01/04/2024 → 31/03/2026
Projekter: Projekt › Forskning
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CROSBAT: SMART BATTERY
Teodorescu, R. (PI (principal investigator)), Stroe, D.-I. (CoPI), Sui, X. (Projektdeltager), Weinreich, N. A. (Projektdeltager), Che, Y. (Projektdeltager), Kulkarni, A. (Projektdeltager), Zheng, Y. (Projektdeltager), Vilsen, S. B. (Projektdeltager), Bharadwaj, P. (Projektdeltager), Christensen, M. D. (Projektkoordinator) & Steffensen, B. (Projektkoordinator)
01/09/2021 → 31/08/2027
Projekter: Projekt › Forskning
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State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning
Che, Y. (PI (principal investigator)), Teodorescu, R. (Supervisor) & Sui, X. (Supervisor)
01/12/2021 → 31/12/2023
Projekter: Projekt › Ph.d.-projekt
Publikationer
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Enhanced SOC Estimation for LFP Batteries: A Synergistic Approach Using Coulomb Counting Reset, Machine Learning, and Relaxation
Che, Y., Xu, L., Teodorescu, R., Hu, X. & Onori, S., 14 feb. 2025, I: ACS Energy Letters. 10, 2, s. 741-749 9 s.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
4 Citationer (Scopus) -
Unlocking Interpretable Prediction of Battery Random Discharge Capacity With Domain Adaptative Physics Constraint
Che, Y., Guo, J., Zheng, Y., Stroe, D. I., Liu, W., Hu, X. & Teodorescu, R., 1 apr. 2025, I: Advanced Energy Materials. 15, 13, 2405506.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
Åben adgang1 Citationer (Scopus) -
A Comprehensive Review of Hybrid Battery State of Charge Estimation: Exploring Physics-Aware AI-Based Approaches
Sorouri, H., Oshnoei, A., Che, Y. & Teodorescu, R., 20 okt. 2024, I: Journal of Energy Storage. 100, 113604.Publikation: Bidrag til tidsskrift › Review (oversigtsartikel) › peer review
10 Citationer (Scopus)171 Downloads (Pure) -
AI for Smart Battery State Estimation: A Perspective
Sui, X., Che, Y., Zheng, Y., Weinreich, N. A., He, S. & Teodorescu, R., 2024, 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia. IEEE (Institute of Electrical and Electronics Engineers), s. 5126-5130 5 s. (2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia).Publikation: Bidrag til bog/antologi/rapport/konference proceeding › Konferenceartikel i proceeding › Forskning › peer review
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Big field data-driven battery pack health estimation for electric vehicles: A deep-fusion transfer learning approach
Liu, H., Deng, Z., Che, Y., Xu, L., Wang, B., Wang, Z., Xie, Y. & Hu, X., 1 sep. 2024, I: Mechanical Systems and Signal Processing. 218, 111585.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
12 Citationer (Scopus)