# A hybrid neural network based on KF-SA-Transformer for SOC prediction of lithium-ion battery energy storage systems

> Research article (Frontiers in Energy Research, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4399900693](https://www.wikidata.org/wiki/openalex:W4399900693)  
**Source**: https://4ort.xyz/entity/a-hybrid-neural-network-based-on-kf-sa-transformer-for-soc-prediction-of-lithium-ion-battery-energy-storage-systems