Urban micro-climate prediction through long short-term memory network with long-term monitoring for on-site building energy estimation
Muxing Zhang, Xiaosong Zhang, Siyi Guo, Xiaodong Xu, Jiayu Chen, Wei Wang
Topics & Concepts
Environmental scienceBuilding energy simulationMeteorologyTerm (time)Mean squared errorEstimationRelative humidityEnergy consumptionRetrofittingClimate zonesClimatologyEnergy performanceStatisticsEngineeringGeographyQuantum mechanicsStructural engineeringPhysicsSystems engineeringGeologyMathematicsElectrical engineeringBuilding Energy and Comfort OptimizationUrban Heat Island MitigationWind and Air Flow Studies