A model separating heat-pump hot water from space heating
A Claude Code-assisted contribution trains a model to identify domestic hot-water cycles from existing heat-pump monitoring feeds.
Credits
- Source byline Miteas Source ↗
Earliest dated source:
The full story
The contribution reads electricity, heat, flow temperature, return temperature and flow rate to classify each thirty-second interval as hot-water or house heating. It is intended to improve on missing or unreliable hot-water flags in heatpumpmonitor.org data.
The author reports held-out validation and test results and supplies trained weights and inference files. Training code remained in the author's separate analysis project, and server integration was described rather than completed.
How it was done
Tools
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Sources
From the maker's own write-up or code. We summarise what they report; we haven't tested it ourselves.
- OpenEnergyMonitor on GitHub: Hot-water detection: a trained model that predicts when a heat pump is heating hot waterSource byline: MiteasPublished
The contributor’s pull request, including its AI disclosure and test notes.
- The project: download.pytorch.org
Linked in the post.