# Voltage and frequency regulation in smart grids via a unique Fuzzy PIDD2 controller optimized by Gradient-Based Optimization algorithm

> Research article (Energy Reports, 2022) · cited 30× · AI/ML

**Wikidata**: [openalex:W4312221704](https://www.wikidata.org/wiki/openalex:W4312221704)  
**Source**: https://4ort.xyz/entity/voltage-and-frequency-regulation-in-smart-grids-via-a-unique-fuzzy-pidd2-controller-optimized-by-gradient-based-optimiza