Shared weather
Wind and solar output are generated from the same spatially coherent weather and climate scenarios used by the demand simulator. A cold, still winter evening reduces wind output and raises heating demand in the same hour of the same scenario.
Fleet behaviour
Because every site sees the same weather field, fleet-wide output keeps its correlated ramps, its geographic diversity, and its rare but decisive low-output events. Summing independent site forecasts would smooth exactly the hours that matter for adequacy.
Distributed generation
Rooftop and behind-the-fence solar are modelled where they are connected. Regional PV outlooks become feeder-level adoption scenarios, so net-load reductions and reverse-flow risk land on the feeders that will see them first.
Outputs
Hourly P10–P90 generation profiles per site, per region, and for the fleet — each carrying the scenario identifier, weather draw, and model version that produced it.