Research output per year
Research output per year
- 34 results
Search results
-
2025
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, In: ACS Energy Letters. 10, 2, p. 741-749 9 p.Research output: Contribution to journal › Journal article › Research › peer-review
4 Citations (Scopus) -
2024
Combing physics-based thermal model and machine learning for battery temperature estimation: The impact of model accuracy
Zheng, Y., Che, Y., Sui, X. & Teodorescu, R., 2024, 2024 IEEE 10th International Power Electronics and Motion Control Conference, IPEMC 2024 ECCE Asia. IEEE (Institute of Electrical and Electronics Engineers), p. 4946-4951 6 p. (International Power Electronics and Motion Control Conference (PEMC)).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile37 Downloads (Pure) -
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
6 Citations (Scopus) -
Novel low-complexity model development for Li-ion cells using online impedance measurement
Kulkarni, A., Nadeem, A., Di Fonso, R., Zheng, Y. & Teodorescu, R., 30 Jun 2024, In: Journal of Energy Storage. 91, 112029.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile2 Citations (Scopus)10 Downloads (Pure) -
Online Sensorless Temperature Estimation of Lithium-Ion Batteries Through Electro-Thermal Coupling
Zheng, Y., Che, Y., Hu, X., Sui, X. & Teodorescu, R., 2024, In: IEEE/ASME Transactions on Mechatronics. 29, 6, p. 4156-4167 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile6 Citations (Scopus)129 Downloads (Pure) -
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 AccessFile47 Citations (Scopus)10 Downloads (Pure) -
Real-time Sensorless Temperature Estimation of Lithium-ion Batteries Based on Online Operando Impedance Acquisition
Zheng, Y., Che, Y., Guo, J., Weinreich, N. A., Kulkarni, A., Nadeem, A., Sui, X. & Teodorescu, R., Oct 2024, In: IEEE Transactions on Power Electronics . 39, 10, p. 13853-13868 16 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile7 Citations (Scopus)87 Downloads (Pure) -
Sensorless Temperature Estimation and Prediction for Lithium-ion Batteries Based on Artificial Intelligence
Zheng, Y., 2024, Aalborg University Open Publishing.Research output: PhD thesis
Open AccessFile144 Downloads (Pure) -
Sensorless Temperature Estimation for Lithium-ion Batteries via Online Impedance Acquisition
Zheng, Y., Weinreich, N. A., Kulkarni, A., Sui, X. & Teodorescu, R., 2024, Energy Storage Conference 2023 (ESC 2023). Institution of Engineering and Technology (IET), p. 53-57 5 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile1 Citation (Scopus)60 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., 1 Jun 2024, In: IEEE Transactions on Transportation Electrification. 10, 2, p. 2643-2652 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile15 Citations (Scopus)183 Downloads (Pure) -
Small-Sample-Learning-Based Lithium-Ion Batteries Health Assessment: An Optimized Ensemble Framework
Sui, X., He, S. & Teodorescu, R., 1 May 2024, In: I E E E Transactions on Industry Applications. 60, 3, p. 4366-4380 15 p.Research output: Contribution to journal › Journal article › Research › peer-review
9 Citations (Scopus) -
Thermal state monitoring of lithium-ion batteries: Progress, challenges, and opportunities
Zheng, Y., Che, Y., Hu, X., Sui, X., Stroe, D. I. & Teodorescu, R., Jan 2024, In: Progress in Energy and Combustion Science. 100, 101120.Research output: Contribution to journal › Review article › peer-review
Open AccessFile103 Citations (Scopus)16 Downloads (Pure) -
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
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 AccessFile32 Citations (Scopus)126 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
24 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 AccessFile36 Citations (Scopus)127 Downloads (Pure) -
Dual Balancing of SoC/SoT in Smart Batteries using Reinforcement Learning in Uppaal Stratego
Kristjansen, M., Kulkarni, A., Jensen, P. G., Teodorescu, R. & Larsen, K. G., 16 Nov 2023, IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society. IEEE (Institute of Electrical and Electronics Engineers), 10311828. (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile2 Citations (Scopus)121 Downloads (Pure) -
Early Prediction of Lithium-Ion Batteries Lifetime via Few-Shot Learning
Sui, X., He, S., Zheng, Y., Che, Y. & Teodorescu, R., 2023, IECON 2023 - 49th Annual Conference of the IEEE Industrial Electronics Society. IEEE (Institute of Electrical and Electronics Engineers), 10312622. (Proceedings of the Annual Conference of the IEEE Industrial Electronics Society).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
2 Citations (Scopus) -
Hardware design of high current prismatic smart battery packs
Kulkarni, A., Teodorescu, R., Sui, X. & Oshnoei, A., Nov 2023, IET Energy Storage Conference 2023 (ESC 2023). 28 ed. Institution of Engineering and Technology (IET), Vol. 2023. p. 41-45 5 p.Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile141 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 AccessFile184 Citations (Scopus)194 Downloads (Pure) -
Hyperparameter optimization in bagging-based ELM algorithm for lithium-ion battery state of health estimation
Sui, X., He, S., Vilsen, S. B., Teodorescu, R. & Stroe, D.-I., 2023, APEC 2023 - 38th Annual IEEE Applied Power Electronics Conference and Exposition. IEEE (Institute of Electrical and Electronics Engineers), p. 1797-1801 5 p. 10131132. (I E E E Applied Power Electronics Conference and Exposition. Conference Proceedings).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile2 Citations (Scopus)72 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 AccessFile15 Citations (Scopus)23 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
5 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
50 Citations (Scopus) -
Sensorless State of Temperature Estimation for Smart Battery based on Electrochemical Impedance
Zheng, Y., Weinreich, N. A., Kulkarni, A., Che, Y., Sorouri, H., Sui, X. & Teodorescu, R., 8 Sept 2023, 2023 25th European Conference on Power Electronics and Applications, EPE 2023 ECCE Europe. IEEE (Institute of Electrical and Electronics Engineers), p. 1-8 8 p. 10264452Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile7 Citations (Scopus)96 Downloads (Pure) -
State of Health Estimation and Prediction for Lithium-ion Batteries Based on Transfer Learning
Che, Y., 2023, Aalborg Universitetsforlag.Research output: PhD thesis
Open AccessFile242 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 AccessFile15 Downloads (Pure) -
Statistical Post-Processing in Ensemble Learning-based State of Health Estimation for Lithium-Ion Batteries
Sui, X., He, S. & Teodorescu, R., 2023, ICPE 2023-ECCE Asia - 11th International Conference on Power Electronics - ECCE Asia. p. 1592-1596 5 p. 10213738. (International Conference on Power Electronics).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
1 Citation (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 AccessFile93 Citations (Scopus)192 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 AccessFile1 Citation (Scopus)61 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 AccessFile76 Citations (Scopus)83 Downloads (Pure) -
Robust Fuzzy Entropy-Based SOH Estimation for Different Lithium-Ion Battery Chemistries
Sui, X., He, S., Gismero, A., Teodorescu, R. & Stroe, D.-I., Dec 2022, 2022 IEEE Energy Conversion Congress and Exposition (ECCE). IEEE (Institute of Electrical and Electronics Engineers), (IEEE Energy Conversion Congress and Exposition).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile5 Citations (Scopus)113 Downloads (Pure) -
Smart Battery Technology for Lifetime Improvement
Teodorescu, R., Sui, X., Vilsen, S. B., Bharadwaj, P., Kulkarni, A. & Stroe, D.-I., 9 Oct 2022, In: Batteries. 8, 10, 169.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile43 Citations (Scopus)195 Downloads (Pure) -
Wireless Control of Smart Battery Systems
Oliveira De Sousa, R., Kulkarni, A., Stenkjar Hansen, M., Melkar Midtgaard, J. & Teodorescu, R., 2022, 2022 IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems, PEDG 2022. IEEE (Institute of Electrical and Electronics Engineers), (2022 IEEE 13th International Symposium on Power Electronics for Distributed Generation Systems, PEDG 2022).Research output: Contribution to book/anthology/report/conference proceeding › Article in proceeding › Research › peer-review
Open AccessFile21 Downloads (Pure)