Fusion Forecast vs AI vs GTI — Analysis & Comparison

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Overview

Data: forecast.json (AI), gti.json (GTI), fronius.json (Actual), optional fusion_model_meta.json (learned blend).

Median & Tails (Absolute Error)

Lower is better. Tails (P90 / P95) indicate worst-day behavior; smaller tails = safer forecasts. Computed over all days (unaffected by the filters above).

Performance by Regime

Heuristic: clear = Actual ≥ 85% of GTI, overcast = Actual ≤ 50% of GTI, otherwise mixed. Computed over all days (unaffected by the filters above).
Regime Days AI Avg AE GTI Avg AE Fusion Avg AE Best (count)

Signed Error Over Time

Signed error = Forecast − Actual (kWh). Above zero means overestimation. Computed over all days (unaffected by the filters above).

Calibration: Actual vs Prediction

Daily Details

Date Actual (kWh) AI (kWh) GTI (kWh) Fusion (kWh) AI Error GTI Error Fusion Error Closer Best Error (%)