Multi-Temperature ECM–EKF Modeling Artifacts for the Panasonic 18650PF Cell
Description
This repository contains the processed datasets, model artifacts, benchmark results, and supporting documentation generated for the multi-temperature ECM–EKF modeling of the Panasonic 18650PF lithium-ion cell. The study used the publicly available Panasonic 18650PF dataset from Mendeley Data, DOI 10.17632/wykht8y7tg.1, as the raw experimental source. The contents provided here include cleaned and processed time-series data, OCV–SOC tables, identified ECM parameter tables, EKF outputs, benchmark summaries, figures, and final supporting files produced during the study. These materials are intended to support transparency and reproducibility of the reported methodology and results.
Files
Steps to reproduce
1. Download the original Panasonic 18650PF raw dataset from Mendeley Data under DOI 10.17632/wykht8y7tg.1. 2. Place the extracted raw dataset under the local project folder data/raw/, preserving the original folder hierarchy as much as possible. 3. Use the notebooks in the notebooks/ directory following the numbered sequence, starting from raw-data inspection and preprocessing, then OCV–SOC construction, 1RC and 2RC identification at 25 °C, and finally the multitemperature workflow. 4. Intermediate processed files are generated in data/processed/, while step-wise validation results, comparison tables, and figures are stored in results/. 5. For direct inspection of the final outputs, refer to the final comparison folders in results/step10_final_comparison_archive_25degC/ and results/step17_final_multitemperature_model_comparison/.
Institutions
- Université du Québec à Trois-RivièresQuebec, Trois-Rivières