A hybrid modeling approach to predicting HVAC demand in Japanese houses using physics-based simulation and Artificial Neural Networks
Le Na Tran, Weijun Gao, Phu Minh Lam, Gangwei Cai
Topics & Concepts
SetpointHVACArtificial neural networkAir conditioningBenchmarkingEnergy consumptionComputer scienceEfficient energy useEnergy (signal processing)Building energy simulationData-drivenHybrid systemPredictive modellingEngineeringDemand responseMachine learningArtificial intelligenceSimulationData modelingReliability engineeringControl engineeringBuilding Energy and Comfort Optimization