Vault — residential solar thermal heating systems
Intelligent building control systems for thermal comfort and energy-efficiency: A systematic review of artificial intelligence-assisted techniques
This systematic review surveys artificial intelligence techniques for building HVAC control, assessing how they balance energy use against occupant thermal comfort across studies from 1993 to 2020. The authors report that AI and personalized comfort models achieved average energy savings of roughly 21.8 to 44.4% and comfort improvements of about 21.7 to 85.8%. They also note that performance is not yet fully satisfactory, largely due to a lack of high-quality real-world data.
Get the paper
- Free copy via arXiv — checked and reachable 2026-11-11, no paywall
- Publisher landing page — may be paywalled
How we found it
- Picked up from a daily alert for residential solar thermal heating systems
- Identified in OpenAlex
- Alert link — no open-access copy listed
- arXiv — ok
- Added because another paper in the vault cited it