A decentralized federated learning based interoperable and heterogeneity aware predictive optimization method for energy and comfort in smart homes environment
Rongxu Xu, Salabat Khan, Wenquan Jin, Anam Nawaz Khan, Qazi Waqas Khan, Sunhwan Lim, Do Hyuen Kim
Topics & Concepts
Computer scienceEnergy consumptionInteroperabilityThermal comfortEfficient energy useSmart environmentReal-time computingBuilding automationEdge deviceDistributed computingArtificial intelligenceSimulationEmbedded systemCloud computingInternet of ThingsBiologyOperating systemElectrical engineeringPhysicsEcologyThermodynamicsEngineeringBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementIoT and Edge/Fog Computing