Buildings and Cities: Difference between revisions

Content added Content deleted
(Added forecasting summary from draft page and fixed sentence in sector coupling sumary)
(Adjusted forecast two-sentence summary to be more building specific.)
Line 10: Line 10:
=== Optimizing buildings ===
=== Optimizing buildings ===


*'''[[Energy Demand Forecasting|Forecasting energy loads]]:''' The supply and demand of power must both be forecast ahead of time to inform electricity planning and scheduling. ML can help make these forecasts more accurate, improve temporal and spatial resolution, and quantify uncertainty.
*'''[[Energy Demand Forecasting|Forecasting energy loads]]:''' The supply and demand of electric and thermal loads must be forecast ahead of time to inform electricity planning and scheduling. ML can help make these forecasts more accurate, improve temporal resolution, and quantify uncertainty.
*'''[[Device usage patterns analysis]]:'''
*'''[[Device usage patterns analysis]]:'''
*'''[[Controlling HVAC and lighting systems]]:'''
*'''[[Controlling HVAC and lighting systems]]:'''