An ensemble learning-based framework for assessing the energy flexibility of residential buildings with multicomponent energy systems
Adamantios Bampoulas, Fabiano Pallonetto, Eleni Mangina, Donal Finn
Topics & Concepts
Flexibility (engineering)Computer scienceDemand responseRandom forestOccupancyEnsemble learningEnsemble forecastingGradient boostingElectricityPhotovoltaic systemMachine learningArtificial intelligenceEngineeringStatisticsArchitectural engineeringMathematicsElectrical engineeringBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Efficiency and Management