State of Health Prediction for Lithium-Ion Batteries through Curve Compression and CatBoost
This study proposes a novel approach for predicting the State of Health (SoH) and Remaining Useful Life (RUL) of lithium-ion batteries. The low accuracy of SoH and RUL is due to the challenges of establishing effective feature engineering for battery attributes. To address this issue, a SoH and RUL...
Gardado en:
| Principais autores: | , , |
|---|---|
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
MDPI AG
2023-07-01
|
| Series: | World Electric Vehicle Journal |
| Assuntos: | |
| Acceso en liña: | https://www.mdpi.com/2032-6653/14/7/180 |
| Tags: |
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!
|