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

Che, Yunhong (PI)
Teodorescu, Remus (Supervisor)
Sui, Xin (Supervisor)

8 Journal article
2 Article in proceeding
1 Comment/debate
1 Conference article in Journal
More
- 1 Review article
- 1 PhD thesis

14 results

2024
Health Prediction for Lithium-Ion Batteries Under Unseen Working Conditions
Che, Y., Forest, F., Zheng, Y., Xu, L. & Teodorescu, R., 2024, In: IEEE Transactions on Industrial Electronics. 71, 11, p. 14254-14264 11 p., 10500447.
Research output: Contribution to journal › Journal article › Research › peer-review
3 Citations (Scopus)
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
24 Citations (Scopus)
2023
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
3 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
26 Citations (Scopus)

82 Downloads (Pure)
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
14 Citations (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 Access
File
26 Citations (Scopus)

77 Downloads (Pure)
Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects
Che, Y., Hu, X., Lin, X., Guo, J. & Teodorescu, R., 4 Jan 2023, In: Energy and Environmental Science. 16, p. 338-371 34 p.
Research output: Contribution to journal › Review article › peer-review

Open Access
File
122 Citations (Scopus)

110 Downloads (Pure)
Increasing generalization capability of battery health estimation using continual learning
Che, Y., Zheng, Y., Onori, S., Hu, X. & Teodorescu, R., 20 Dec 2023, In: Cell Reports Physical Science. 4, 12, 101743.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
5 Citations (Scopus)

9 Downloads (Pure)
Opportunities for battery aging mode diagnosis of renewable energy storage
Che, Y., Hu, X. & Teodorescu, R., 19 Jul 2023, In: Joule. 7, 7, p. 1405-1407 3 p.
Research output: Contribution to journal › Comment/debate › Research › peer-review
4 Citations (Scopus)
Semi-supervised self-learning-based lifetime prediction for batteries
Che, Y., Stroe, D. I., Hu, X. & Teodorescu, R., 1 May 2023, In: IEEE Transactions on Industrial Informatics. 19, 5, p. 6471-6481 11 p.
Research output: Contribution to journal › Journal article › Research › peer-review
37 Citations (Scopus)
State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning
Che, Y., 2023, Aalborg Universitetsforlag.
Research output: PhD thesis

Open Access
File

165 Downloads (Pure)
State of Health Estimation for Smart Batteries using Transfer Learning with Data Cleaning
Che, Y., Sui, X. & Teodorescu, R., 1 Jul 2023, In: IFAC-PapersOnLine. 56, 2, p. 3782-3787 6 p.
Research output: Contribution to journal › Conference article in Journal › Research › peer-review

Open Access
File
6 Downloads (Pure)
2022
Battery Lifetime Prediction and Degradation Reconstruction based on Probabilistic Convolutional Neural Network
Che, Y., Sui, X., Bharadwaj, P., Stroe, D. I. & Teodorescu, R., 2022, IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems (PEDG). IEEE (Institute of Electrical and Electronics Engineers), (IEEE International Symposium on Power Electronics for Distributed Generation Systems (PEDG) ).
Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review

Open Access
File
1 Citation (Scopus)

29 Downloads (Pure)
Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network
Che, Y., Zheng, Y., Wu, Y., Sui, X., Bharadwaj, P., Stroe, D.-I., Yang, Y., Hu, X. & Teodorescu, R., Oct 2022, In: Applied Energy. 323, 119663.
Research output: Contribution to journal › Journal article › Research › peer-review

Open Access
File
64 Citations (Scopus)

8 Downloads (Pure)

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

Research output

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