# Model-based predictive control of multi-stage air-source heat pumps integrated with phase change material-embedded ceilings

> Research article (Applied Energy, 2023) · cited 33× · AI/ML

**Wikidata**: [openalex:W4320912500](https://www.wikidata.org/wiki/openalex:W4320912500)  
**Source**: https://4ort.xyz/entity/model-based-predictive-control-of-multi-stage-air-source-heat-pumps-integrated-with-phase-change-material-embedded-ceili