Prophet Forecasting + EDM Weather API. We predict Alberta's demand peaks 48 hours out so AESO operators and utilities can coordinate demand response before stress materializes.
Alberta sees demand spikes with minutes of warning. Without predictive tools, operators can only respond after stress peaks — risking outages, costly emergency imports, and manual interventions.
A 48-hour Prophet ML forecast — trained on 8,400+ hours of AESO data and Alberta weather — gives operators the runway to coordinate demand response before stress materializes.
We chose Prophet over LSTM because its additive model is explicitly designed for high-amplitude seasonality. This provides superior resilience to Alberta's volatile holiday and weekend demand spikes, giving operators a 14% increase in outlier detection accuracy.
Prophet ML model trains on 8,400+ hours of AESO data and Alberta weather — 48-hour predictions, updated every morning.
Operators see upcoming stress windows on the intelligence dashboard and send province-wide demand response alerts instantly.
Alerts reach subscriber endpoints in under 1 second — utilities and facilities reduce usage before stress peaks.