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offline_fit_report.md

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Offline fit report (M1)

Generated 2026-10-07 by tools/fit_offline.py from hourly long-term statistics, window 2025-11-01 … 2026-03-31, outdoor sensor to. Aggregates only.

Building (daily energy balance)

Parameter Value
UA 94.2 ± 2.7 W/K
Net gains 440 ± 34 W
C 3.0 ± 0.8 kWh/K
Fit R² 0.896, RMSE 102 W (daily mean), 149 days
Hourly-dynamics cross-check C 3.4 kWh/K, UA 72 W/K (biased low by radiator lag), gains 441 W

Held-out check (fit on even ISO weeks, 74 days; test on odd weeks, 75 days): daily heat MAE 1.8 kWh (mean 16.8); daily heating electricity MAE 0.75 kWh, bias +0.37 kWh (mean 5.3 kWh). Counters have 1 kWh resolution.

Radiators

  • Full-run hours without DHW: 852; mean LWT 29.4 °C, RWT 27.5 °C, flow 7.1 L/min, hydronic heat 932 W.
  • K = 63.1 W/K^1.3 (IQR 59.6–66.1), free-fit n = 1.38, rated output ≈ 10.2 kW at ΔT50.
  • Mean water temperature needed to hold 20.5 °C: -3 °C → 33.5 °C, +0 °C → 31.9 °C, +5 °C → 29.0 °C, +10 °C → 25.8 °C

Heat pump

  • Minimum modulated output (5th percentile of full-run hours) 682 W; median 899 W.
Outdoor (energy-weighted) °C COP (monotone) Heat kWh Elec kWh
1.4 2.79 290 104
4.6 3.01 744 247
7.6 3.28 835 254
10.2 3.28 517 158
12.9 3.81 164 43

Interval classes (hours)

heating_partial: 1529, off: 1090, heating_full: 852, dhw: 152