Litcius/Paper detail

Physics-guided LSTM model for heat load prediction of buildings

Yongjie Wang, Changhong Zhan, Guanghao Li, Dongjie Zhang, Xueying Han

2023Energy and Buildings46 citationsDOI

Topics & Concepts

Mean absolute percentage errorIntensity (physics)Function (biology)Process (computing)Solar gainComputer scienceThermalArtificial neural networkSimulationMachine learningMeteorologyPhysicsOpticsBiologyEvolutionary biologyOperating systemBuilding Energy and Comfort OptimizationWind and Air Flow StudiesSolar Radiation and Photovoltaics