# A PV ramp-rate control strategy to extend battery lifespan using forecasting

> Research article (Applied Energy, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4283826107](https://www.wikidata.org/wiki/openalex:W4283826107)  
**Source**: https://4ort.xyz/entity/a-pv-ramp-rate-control-strategy-to-extend-battery-lifespan-using-forecasting