The future of battery data and the state of health of lithium-ion batteries in automotive applications
Operational data of lithium-ion batteries from battery electric vehicles can be logged and used to model lithium-ion battery aging, i.e., the state of health. Here, we discuss future State of Health definitions, the use of data from battery production beyond production, the logging & aggregation of operational data and challenges of the State of Health in automotive applications. Our suggestions could improve data transfer efficiency and data storage costs. Operational data of lithium-ion batteries from battery electric vehicles can be logged and used to model lithium-ion battery aging, i.e., the state of health. Here, we discuss future State of Health definitions, the use of data from battery production beyond production, the logging & aggregation of operational data and challenges of the State of Health in automotive applications. Our suggestions could improve data transfer efficiency and data storage costs.
Authors
- Felix Heinrich (ORCID: https://orcid.org/0000-0002-4275-1481)
- Friedrich von Bülow (ORCID: https://orcid.org/0000-0002-4355-2636)
- William A. Paxton (ORCID: https://orcid.org/0000-0001-5899-9038)
Institutions
- Volkswagen Group (Germany) (DE)
- Volkswagen Group (United States) (US)
Publication Details
- Journal
- Communications Engineering
- Published
- 2024-11-19
- DOI
- https://doi.org/10.1038/s44172-024-00299-w
- Citations
- 11
- Primary Topic
- Advanced Battery Technologies Research
- Type
- article
- Field-Weighted Citation Impact
- 2.24