Collect several LIB aging datasets I know. Occasionally update.
Name | Author | Battery Type | Number of Cells | Download Link |
---|---|---|---|---|
Attia Dataset | Attia et al. | LFP(APR18650M1A) | 48 | here |
Severson Dataset | Severson et al. | LFP(APR18650M1A) | 124 | here |
Stanford Dataset | Pozzato et al. | NMC(INR21700-M50T) | 10 | here |
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Attia Dataset
source: Closed-loop optimization of extreme fast charging for batteries using machine learning -
Severson Dataset
source: Data-driven prediction of battery cycle life before capacity degradation -
Stanford Dataset
source: Lithium-ion battery aging dataset based on electric vehicle real-driving profiles