# A machine learning-based control strategy for improved performance of HVAC systems in providing large capacity of frequency regulation service

> Research article (Applied Energy, 2022) · cited 32× · AI/ML

**Wikidata**: [openalex:W4296967545](https://www.wikidata.org/wiki/openalex:W4296967545)  
**Source**: https://4ort.xyz/entity/a-machine-learning-based-control-strategy-for-improved-performance-of-hvac-systems-in-providing-large-capacity-of-freque