# Estimation of electrical transformer parameters with reference to saturation behavior using artificial hummingbird optimizer

> Research article (Scientific Reports, 2022) · cited 17× · AI/ML

**Wikidata**: [openalex:W4309194999](https://www.wikidata.org/wiki/openalex:W4309194999)  
**Source**: https://4ort.xyz/entity/estimation-of-electrical-transformer-parameters-with-reference-to-saturation-behavior-using-artificial-hummingbird-optim