2018/06/06 by Soumya Kundu, Thiagarajan Ramachandran, Kundu, Soumya +5
Engineering · #Building Energy and Comfort Optimization #Energy Load and Power Forecasting #FOS: Mathematics #Optimization and Control (math.OC) #Smart Grid Energy Management
paper · pdf · doi:10.48550/arxiv.1806.02433
openalex publication_date 2018/06/06 · openalex created_date 2022/09/29 · openalex updated_date 2026/07/28
It is envisioned that building systems will become active participants in the\nsmart grid operation by controlling their energy consumption to optimize\ncomplex criteria beyond ensuring local end-use comfort satisfaction. A forecast\nof the building energy consumption will be necessary to enable integration\nbetween building and grid operation. Such forecast will be affected by\nparametric and measurement uncertainty. In this paper we develop a methodology\nfor quantifying the sensitivity of optimal hourly energy consumption forecasts\nto various sources model and measurement uncertainty. We demonstrate the\napproach for a building heating ventilation and air conditioning (HVAC) system\nuse-case.\n