Building the Grid Load Forecasting Pipeline

From raw meter data to a forecasting model the utility team trusts enough to act on daily.

The pipeline

Ingest, clean, feature-build, forecast, and publish. Each stage is observable on its own, so a bad day is easy to explain.

What earned the trust of the utility team

• Back-tests on two years of held-out load
• Confidence intervals shown next to every point forecast
• A daily diff against the previous run