# State of charge-dependent failure prediction model for cylindrical lithium-ion batteries under mechanical abuse

> Research article (Applied Energy, 2019) · cited 54× · AI/ML

**Wikidata**: [openalex:W2947043692](https://www.wikidata.org/wiki/openalex:W2947043692)  
**Source**: https://4ort.xyz/entity/state-of-charge-dependent-failure-prediction-model-for-cylindrical-lithium-ion-batteries-under-mechanical-abuse