# Chaotic-based particle swarm optimization algorithm for optimal PID tuning in automatic voltage regulator systems

> Research article (Electrical Engineering & Electromechanics, 2021) · cited 16× · AI/ML

**Wikidata**: [openalex:W3137650503](https://www.wikidata.org/wiki/openalex:W3137650503)  
**Source**: https://4ort.xyz/entity/chaotic-based-particle-swarm-optimization-algorithm-for-optimal-pid-tuning-in-automatic-voltage-regulator-systems
