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Electrochemical model-based aging-adaptive fast charging of automotive lithium-ion cells
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control). Scania CV, Granparksvagen 10, S-15148 Södertälje, Sweden..ORCID iD: 0000-0003-3318-5841
KTH, School of Engineering Sciences in Chemistry, Biotechnology and Health (CBH), Chemical Engineering, Applied Electrochemistry.ORCID iD: 0000-0002-1733-4248
Scania CV, Granparksvagen 10, S-15148 Södertälje, Sweden..
Scania CV, Granparksvagen 10, S-15148 Södertälje, Sweden.;Uppsala Univ, Dept Chem, Angstrom Lab, Struct Chem, Lagerhyddsvagen 1, S-75121 Uppsala, Sweden..
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2024 (English)In: Applied Energy, ISSN 0306-2619, E-ISSN 1872-9118, Vol. 372, article id 123644Article in journal (Refereed) Published
Abstract [en]

Fast charging of electric vehicles remains a compromise between charging time and degradation penalty. Conventional battery management systems use experience-based charging protocols that are expected to meet vehicle lifetime goals. Novel electrochemical model-based battery fast charging uses a model to observe internal battery states. This enables control of charging rates based on states such as the lithium-plating potential but relies on an accurate model as well as accurate model parameters. However, the impact of battery degradation on the model's accuracy and therefore the fitness of the estimated optimal charging procedure is often not considered. In this work, we therefore investigate electrochemical model-based aging-adaptive fast charging of automotive lithium-ion cells. First, an electrochemical model is identified at the beginning of life for 6 automotive prototype cells and the electrochemically constrained fast-charge is designed. The model parameters are then periodically re-evaluated during a cycling study and the charging procedure is updated to account for cell degradation. The proposed method is compared with two reference protocols to investigate both the effectiveness of selected electrochemical constraints as well as the benefit of aging-adaptive usage. Finally, post-mortem characterization is presented to highlight the benefit of aging-adaptive battery utilization.

Place, publisher, year, edition, pages
Elsevier BV , 2024. Vol. 372, article id 123644
Keywords [en]
Electrochemical control, Fast charging, Battery parametrization, Battery degradation, Aging-aware usage
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-350842DOI: 10.1016/j.apenergy.2024.123644ISI: 001266077700001Scopus ID: 2-s2.0-85197451633OAI: oai:DiVA.org:kth-350842DiVA, id: diva2:1885236
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QC 20240722

Available from: 2024-07-22 Created: 2024-07-22 Last updated: 2024-08-19Bibliographically approved

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Andersson, MalinStreb, MoritzJohansson, MikaelLindbergh, Göran

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Decision and Control Systems (Automatic Control)Applied Electrochemistry
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