Model predictive control with adaptive machine-learning-based model for building energy efficiency and comfort optimization
Shiyu Yang, Man Pun Wan, Wanyu Chen, Bing Feng Ng, Swapnil Dubey
Topics & Concepts
Model predictive controlBuilding automationHVACThermostatThermal comfortTestbedBuilding modelBuilding management systemControl engineeringEnergy consumptionComputer scienceEfficient energy useSetpointArtificial neural networkEngineeringControl systemMachine learningAir conditioningArtificial intelligenceControl (management)SimulationComputer networkThermodynamicsMechanical engineeringPhysicsElectrical engineeringBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementWind and Air Flow Studies