Code and Processed Data for: Capacity Alone Does Not Determine Battery State-of-Health: Evidence from Matched-State Analysis
Fuente:
Zenodo
Saved in:
| Main Author: | |
|---|---|
| Format: | Recurso digital |
| Language: | English |
| Published: |
Zenodo
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866901653045641216 |
|---|---|
| author | Cerny, Dimitri |
| author_facet | Cerny, Dimitri |
| contents | <p>This archive contains analysis scripts, processed data tables, and figures supporting the manuscript:</p> <p>"Capacity Alone Does Not Determine Battery State-of-Health: Evidence from Matched-State Analysis"</p> <p>The study evaluates whether normalized capacity uniquely determines operational validity in lithium-ion batteries using matched-capacity comparisons across independent degradation datasets.</p> <p>Primary reproducibility scripts:</p> <p>- run_luh_blank_binned_analysis.py<br>- run_luh_blank_threshold_grid.py<br>- make_graphical_abstract.py</p> <p>These scripts reproduce the key results reported in the manuscript, including:</p> <p>- Total matched pairs: 1,487,592<br>- Mismatch count: 136,075<br>- Directionality: 0.894</p> <p>The package includes processed data derived from:</p> <p>- NASA Ames battery aging dataset<br>- Luh and Blank 2024 NMC battery aging dataset<br>- CALCE battery dataset</p> <p>Raw datasets are publicly available from their original sources and are not redistributed here due to size.</p> <p>Additional scripts are included for transparency and reflect the broader analysis pipeline but may require access to raw datasets not included in this archive.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20044598 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Code and Processed Data for: Capacity Alone Does Not Determine Battery State-of-Health: Evidence from Matched-State Analysis Cerny, Dimitri lithium-ion batteries state of health battery degradation impedance reproducibility <p>This archive contains analysis scripts, processed data tables, and figures supporting the manuscript:</p> <p>"Capacity Alone Does Not Determine Battery State-of-Health: Evidence from Matched-State Analysis"</p> <p>The study evaluates whether normalized capacity uniquely determines operational validity in lithium-ion batteries using matched-capacity comparisons across independent degradation datasets.</p> <p>Primary reproducibility scripts:</p> <p>- run_luh_blank_binned_analysis.py<br>- run_luh_blank_threshold_grid.py<br>- make_graphical_abstract.py</p> <p>These scripts reproduce the key results reported in the manuscript, including:</p> <p>- Total matched pairs: 1,487,592<br>- Mismatch count: 136,075<br>- Directionality: 0.894</p> <p>The package includes processed data derived from:</p> <p>- NASA Ames battery aging dataset<br>- Luh and Blank 2024 NMC battery aging dataset<br>- CALCE battery dataset</p> <p>Raw datasets are publicly available from their original sources and are not redistributed here due to size.</p> <p>Additional scripts are included for transparency and reflect the broader analysis pipeline but may require access to raw datasets not included in this archive.</p> |
| title | Code and Processed Data for: Capacity Alone Does Not Determine Battery State-of-Health: Evidence from Matched-State Analysis |
| topic | lithium-ion batteries state of health battery degradation impedance reproducibility |
| url | https://doi.org/10.5281/zenodo.20044598 |