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.

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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
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article

The future of battery data and the state of health of lithium-ion batteries in automotive applications

Felix Heinrich, Friedrich von Bülow, William A. Paxton
11 citations
Communications Engineering
Advanced Battery Technologies Research
2.24
article

The future of battery data and the state of health of lithium-ion batteries in automotive applications

Felix Heinrich, Friedrich von Bülow, William A. Paxton
article en
11 citations

Abstract

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.

Communications EngineeringVol. 3(1)
Volkswagen Group (Germany) (DE), Volkswagen Group (United States) (US)
Affordable and clean energy
Openalex Percentile: Top 12%
Advanced Battery Technologies Research
2.24
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