# A novel ramp-rate control of grid-tied PV-Battery systems to reduce required battery capacity

> Research article (Energy, 2020) · cited 24× · AI/ML

**Wikidata**: [openalex:W3048727825](https://www.wikidata.org/wiki/openalex:W3048727825)  
**Source**: https://4ort.xyz/entity/a-novel-ramp-rate-control-of-grid-tied-pv-battery-systems-to-reduce-required-battery-capacity