# Battery degradation stage detection and life prediction without accessing historical operating data

> Research article (Energy storage materials, 2024) · cited 36× · AI/ML

**Wikidata**: [openalex:W4396521271](https://www.wikidata.org/wiki/openalex:W4396521271)  
**Source**: https://4ort.xyz/entity/battery-degradation-stage-detection-and-life-prediction-without-accessing-historical-operating-data