State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning

Research output: PhD thesis

242 Downloads (Pure)

Original language	English
Supervisors	Teodorescu, Remus, Principal supervisor Sui, Xin, Co-supervisor
Publisher	Aalborg Universitetsforlag
Electronic ISBNs	978-87-7573-582-2
DOIs	https://doi.org/10.54337/aau679680715
Publication status	Published - 2023

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CROSBAT: SMART BATTERY
Teodorescu, R. (PI), Stroe, D.-I. (CoPI), Sui, X. (Project Participant), Weinreich, N. A. (Project Participant), Che, Y. (Project Participant), Kulkarni, A. (Project Participant), Zheng, Y. (Project Participant), Vilsen, S. B. (Project Participant), Bharadwaj, P. (Project Participant), Christensen, M. D. (Project Coordinator) & Steffensen, B. (Project Coordinator)
Villum Foundation
01/09/2021 → 31/08/2027
Project: Research
State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning
Che, Y. (PI), Teodorescu, R. (Supervisor) & Sui, X. (Supervisor)
01/12/2021 → 31/12/2023
Project: PhD Project

Predictive health assessment for lithium-ion batteries with probabilistic degradation prediction and accelerating aging detection
Che, Y., Zheng, Y., Forest, F. E., Sui, X., Hu, X. & Teodorescu, R., Jan 2024, In: Reliability Engineering and System Safety. 241, 109603.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
47 Citations (Scopus)

10 Downloads (Pure)
Battery Aging Behavior Evaluation under Variable and Constant Temperatures with Real Loading Profiles
Che, Y., Stroe, D. I., Sui, X., Vilsen, S. B., Hu, X. & Teodorescu, R., 2023, APEC 2023 - 38th Annual IEEE Applied Power Electronics Conference and Exposition. IEEE (Institute of Electrical and Electronics Engineers), p. 2979-2983 5 p. 10131534. (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC, Vol. 2023-March).
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
4 Citations (Scopus)
Battery health prognostic with sensor-free differential temperature voltammetry reconstruction and capacity estimation based on multi-domain adaptation
Che, Y., Vilsen, S. B., Meng, J., Sui, X. & Teodorescu, R., Jul 2023, In: eTransportation. 17, 100245.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
32 Citations (Scopus)

126 Downloads (Pure)

@misc{bfbd45bfd2b44c5aa830d4ecff798b47,

title = "State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning",

author = "Yunhong Che",

year = "2023",

doi = "10.54337/aau679680715",

language = "English",

series = "PhD Series, Faculty of Engineering and Science, Aalborg University",

publisher = "Aalborg Universitetsforlag",

}