Probabilistic forecasting for building energy systems using time-series foundation models
Young‐Jin Park, François G. Germain, Jing Liu, Ye Wang, Toshiaki Koike–Akino, Gordon Wichern, Navid Azizan, Christopher R. Laughman, Ankush Chakrabarty
Topics & Concepts
Leverage (statistics)Computer scienceProbabilistic logicPredictive modellingHVACModel buildingEnergy (signal processing)GeneralizationEfficient energy useMachine learningFoundation (evidence)Construct (python library)Artificial intelligenceProbabilistic forecastingEnergy managementData miningAdaptation (eye)EngineeringBuilding designEnergy modelingData modelingBuilding modelStatistical modelBuilding managementBuilding scienceBuilding management systemBayesian inferenceIndustrial engineeringOccupancyOperations researchBuilding automationEnergy Load and Power ForecastingForecasting Techniques and ApplicationsBuilding Energy and Comfort Optimization