Development and evaluation of an online home energy management strategy for load coordination in smart homes with renewable energy sources
Xiaoling Chen, Cory T. Miller, Mithun Goutham, Prasad Dev Hanumalagutti, Rachel Blaser, Stephanie Stockar
Topics & Concepts
Software deploymentHome automationSmart gridLoad shiftingBaseline (sea)Renewable energyEnergy managementGenetic algorithmEnergy storageInteger programmingElectricityController (irrigation)Demand responseModel predictive controlControl (management)Computer scienceGridEnergy (signal processing)EngineeringPower (physics)TelecommunicationsElectrical engineeringAlgorithmStatisticsMachine learningOceanographyArtificial intelligenceAgronomyGeologyOperating systemMathematicsGeometryPhysicsQuantum mechanicsBiologySmart Grid Energy ManagementMicrogrid Control and OptimizationIntegrated Energy Systems Optimization