Worked Described
Self-calibrating heating control
A Home Assistant controller that predicts when to switch the heating, written with Claude.
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Earliest dated source:
The full story
Aimed at readers who know control theory, this project reduces the overshoot of simple on/off heating control enough that it can replace PID, which is often overkill to tune, while keeping on/off's simplicity and robustness. It uses a self-calibrating predictor that learns when to switch the heating so the temperature lands where it should. It was written with Claude.
How it was done
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Sources
From a short post by the maker, so the details are as they tell them.
- Arduino forum: Advanced On/Off Control for Heating with Self-Calibrating PredictorPublished
The forum thread explaining the predictor.