# On-off cycling model featured with pattern recognition of air-to-water heat pumps

> Research article (Applied Thermal Engineering, 2021) · cited 18× · AI/ML

**Wikidata**: [openalex:W3179836889](https://www.wikidata.org/wiki/openalex:W3179836889)  
**Source**: https://4ort.xyz/entity/on-off-cycling-model-featured-with-pattern-recognition-of-air-to-water-heat-pumps