Daily Mean Load:
-- MW
Peak Load:
-- MW
Mean Temp:
-- °C
Temperature Effect
+7.60 MW / °C
95% CI: [+6.46, +8.74]
Marginal demand shift per 1 degree change in temperature (°C)
Humidity Effect
+0.85 MW / %
95% CI: [+0.72, +0.97]
Marginal demand shift per 1% change in relative humidity
Festival Impact
+7.28 MW
95% CI: [+6.19, +8.38]
24-Hour Heterogeneous Treatment Effect (HTE)
Hourly causal sensitivity curves for selected date (2024-01-30)
Load Curve & DTW Nearest Neighbors
Complete 15-minute load profile compared against historical days using normalized Dynamic Time Warping
Machine Learning Feature Attributions (SHAP)
Global predictive influence
Safe Parameter-to-SQL Console
Quick Samples:
Generated Parameterized SQL:
SELECT ROUND(AVG(wdLoad), 2) as aggregate_value FROM load_data WHERE season = 'Summer' AND festival = 1
Calculated Result:
384.25 MW
Matched Intervals:
96 intervals