# A visual defrosting control method for air source heat pump system based on machine vision

> Research article (Energy, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4398785042](https://www.wikidata.org/wiki/openalex:W4398785042)  
**Source**: https://4ort.xyz/entity/a-visual-defrosting-control-method-for-air-source-heat-pump-system-based-on-machine-vision