Machine learning as a surrogate to building performance simulation: Predicting energy consumption under different operational settings
Abdulrahim Ali, Raja Jayaraman, Ahmad Mayyas, Bader Alaifan, Elie Azar
Topics & Concepts
Surrogate modelComputer scienceEnergy consumptionThermostatMachine learningOccupancyPredictive modellingBuilding energy simulationEfficient energy useRetrofittingBuilding designReliability engineeringArtificial intelligenceEngineeringEnergy performanceArchitectural engineeringStructural engineeringMechanical engineeringElectrical engineeringBuilding Energy and Comfort OptimizationFacilities and Workplace ManagementBIM and Construction Integration