AI Demand Forecasting Engine
Load Prediction
LSTM + gradient-boosted models trained on historical load, weather, train schedules, seasonal & festival traffic and freight movement.
AI Demand Forecast · 24h
Actual vs Forecast Load · Renewable Coverage
Actual
Forecast (LSTM)
Renewable
Next 15 min
1,512 MW
+1.0%
Next 1 hour
1,548 MW
+3.4%
Next 24 hrs peak
1,612 MW
19:15
Next 7 days peak
1,684 MW
Mon 19:30
Model Accuracy (MAPE)
2.4%
Last 30 days
Training Samples
12.8 M
Auto-retrained nightly
Features
47
Weather, schedule, freight…
Peak Capacity Alert
1,612 MW
Tomorrow 19:15