Data · dataset · 2026
Replication data for: EVDura - electric vehicle battery durability prognostics framework
Listed in REDU - Unicamp Institutional Research Data Repository
EVDura reúne scripts, notebooks e planilhas da dissertação de mestrado (FEEC-UNICAMP) sobre prognóstico de durabilidade de baterias Li-íon em veículos elétricos baseado em perfil de uso.
Description
O fluxo separa (estimadores/parametrização) de (simulação de cenários). A parametrização usa dados laboratoriais (NASA) e o prognóstico é testado com perfis de condução reais (EVERLASTING), gerando SoH/RUL com incerteza considerada.
Inclui código para reproduzir R²/RMSE, figuras e artefatos citados na dissertação. Os dados associados a esta dissertação estão sob embargo temporário por questões de proteção intelectual. Eles serão disponibilizados futuramente através do Zenodo.
Read the rest (3 more)
Para mais informações, favor entrar em contato com os responsáveis pelo depósito. EVDura brings together scripts, notebooks, and spreadsheets from the master’s thesis (FEEC-UNICAMP) on prognostics of Li-ion battery durability in electric vehicles based on usage profile. The pipeline decouples (estimators/parameterization) from (scenario simulation).
Parameterization relies on laboratory data (NASA), and prognostics is evaluated with real driving profiles (EVERLASTING), producing SoH/RUL with uncertainty quantification. It includes code to reproduce R²/RMSE, figures, and artifacts referenced in the thesis. The data cannot be made available at this time due to intellectual property protection and are under temporary embargo.
They will be released in the future through Zenodo. For further information, please contact the depositors.
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FS5IMBG ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/s5imbg ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Engineering
- From keywords
- Engineering
- Inferred from text
- Simulation 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/S5IMBG | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:engineering | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:engineering | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[method].local:method:simulation | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |