# Machine learning-based frequency security early warning considering uncertainty of renewable generation

> Research article (International Journal of Electrical Power & Energy Systems, 2021) · cited 20× · AI/ML

**Wikidata**: [openalex:W3185769107](https://www.wikidata.org/wiki/openalex:W3185769107)  
**Source**: https://4ort.xyz/entity/machine-learning-based-frequency-security-early-warning-considering-uncertainty-of-renewable-generation