# Space heating performance analysis of air source heat pump integrated with image gray recognition-based defrosting controller

> Research article (Applied Thermal Engineering, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4386484641](https://www.wikidata.org/wiki/openalex:W4386484641)  
**Source**: https://4ort.xyz/entity/space-heating-performance-analysis-of-air-source-heat-pump-integrated-with-image-gray-recognition-based-defrosting-contr