# The state-of-charge predication of lithium-ion battery energy storage system using data-driven machine learning

> Research article (Sustainable Energy Grids and Networks, 2023) · cited 48× · AI/ML

**Wikidata**: [openalex:W4320912624](https://www.wikidata.org/wiki/openalex:W4320912624)  
**Source**: https://4ort.xyz/entity/the-state-of-charge-predication-of-lithium-ion-battery-energy-storage-system-using-data-driven-machine-learning