Data for:Resolving inter-cell heterogeneity to mitigate degradation amplification in battery packs 核心 · 已核验

mxdsptsp4qqhc586

This dataset accompanies the manuscript "Resolving inter-cell heterogeneity to mitigate degradation amplification in battery packs".

It contains paired cell-level and pack-level battery aging data from both laboratory-controlled experiments and real-world field measurements. Covering two battery chemistries, LiFePO4 and NMC, the dataset includes 34 cells and 22 packs across 13 operating protocols. Operating conditions span C-rates from 0.3C to 12.5C and temperatures from 20 °C to 55 °C.

Rare paired aging trajectories are provided for cells and packs assembled from the same battery batches, enabling direct analysis of cross-scale degradation transfer and pack inconsistency evolution. By linking laboratory aging tests with field measurements from grid-storage packs, the dataset supports research on pack-level SOH estimation, degradation modeling, and battery health management.

Four cell-pack pairs are included:

ESSL1: LiFePO4, nominal cell capacity of 102 Ah, 6 laboratory cells and 1 laboratory pack, with a 16s pack structure.

ESSL2: LiFePO4, nominal cell capacity of 105 Ah, 16 laboratory cells and 1 laboratory pack, with a 15s pack structure.

ESSH1: LiFePO4, nominal cell capacity of 302 Ah, 4 laboratory cells, 2 laboratory packs with 16s and 52s pack structures, and 16 field packs with 416s pack structures.

PBSL1: NMC, nominal cell capacity of 4 Ah, 8 laboratory cells and 2 laboratory packs, with a 15s pack structure.

Most files are stored in Python pickle format .pkl and can be loaded using pandas.read_pickle()(pandas==1.3.5) or the loading scripts provided in the associated GitHub repository.

Associated code is available at:

https://github.com/BatICM/cell-to-pack-degradation

BatICM/cell-to-pack-degradation

ESSL1 is included in the GitHub repository as a lightweight example, while the complete datasets are provided in this Zenodo record.

A detailed description of the dataset structure and usage will be provided in the supplementary information of the publication.

本卡描述如含来自官方页的原文片段,其版权归原作者,不在本站 CC-BY 4.0 许可范围(见关于与许可)。

落地页

https://zenodo.org/doi/10.5281/zenodo.20132841

许可证

CC-BY-4.0 (置信:verified_official)

国内可访问性

国内直连:直连超时(慢或不稳定,非封锁证据) (2026-07-11 检测) 非直连:可达 (2026-07-11 检测)
「直连超时」表示检测窗口内未完成,系慢或不稳定证据,不构成封锁证据。

设备类型

battery

PHM 任务

health_state_assessment degradation_trend_prediction condition_monitoring

运行工况