Physics-informed neural networks for building thermal modeling and demand response control
Yongbao Chen, Qiguo Yang, Zhe Chen, Chengchu Yan, Shu Zeng, Mingkun Dai
Topics & Concepts
Demand responseThermal massFlexibility (engineering)GridComputer scienceMass customizationArtificial neural networkBuilding scienceRenewable energySmart gridEnergy consumptionPersonalizationDistributed computingControl engineeringThermalArtificial intelligenceEngineeringArchitectural engineeringElectrical engineeringElectricityGeometryStatisticsPhysicsWorld Wide WebMeteorologyMathematicsModel Reduction and Neural NetworksEnergy Load and Power ForecastingBuilding Energy and Comfort Optimization