Known energy totals are treated as fixed constraints. Site and industry profiles are used only to determine the shape of consumption within those totals.
Model accuracy is validated using reconciliation checks and historical back-testing against approved complete datasets.
Run a back-test
The hidden window is excluded from every input to the model, including the site's own shape. Stored measured readings are never modified.