# A novel defrosting initiation strategy based on convolutional neural network for air-source heat pump

> Research article (International Journal of Refrigeration, 2021) · cited 31× · AI/ML

**Wikidata**: [openalex:W3143847577](https://www.wikidata.org/wiki/openalex:W3143847577)  
**Source**: https://4ort.xyz/entity/a-novel-defrosting-initiation-strategy-based-on-convolutional-neural-network-for-air-source-heat-pump