Explainability Center
SHAP, STL decomposition, lag analysis, and counterfactuals — every driver traceable to a tool result.
Prediction = base (142.4 MW) + Σ SHAP contributions
Target: 2026-05-28 14:00Z · Predicted 178.6 MW
lag_24h_mw
+16.20 MW
value 174.8
temp_c
+11.40 MW
value 28.4
hour_of_day
+6.10 MW
value 14
lag_168h_mw
+4.80 MW
value 168.2
is_weekday
+3.20 MW
value 1
cloud_cover
-1.80 MW
value 0.18
wind_ms
-1.20 MW
value 4.2
humidity
-0.70 MW
value 0.42
holiday_flag
-1.40 MW
value 0
Σ contributions: +36.60 MW → predicted 179.0 MW