Forecasting heat and electricity demand for a district utility
Hourly forecasts with calibrated uncertainty bands replaced spreadsheet estimates, so the dispatch team now commits plant and purchases balancing energy against a stated confidence level.
- -52%mean absolute forecast error
- 89%observed coverage of the 90% interval
- 48 hhourly horizon, retrained weekly