Data-driven building energy modelling – An analysis of the potential for generalisation through interpretable machine learning
Massimiliano Manfren, P.A.B. James, Lamberto Tronchin
Topics & Concepts
InterpretabilityComputer scienceScalabilityMachine learningProcess (computing)ExploitArtificial intelligenceLinearizationData-drivenEnergy (signal processing)PiecewiseModel buildingData miningDatabaseQuantum mechanicsComputer securityMathematical analysisPhysicsStatisticsNonlinear systemMathematicsOperating systemBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingWind and Air Flow Studies