Machine-learning-based model predictive control with instantaneous linearization – A case study on an air-conditioning and mechanical ventilation system
Shiyu Yang, Man Pun Wan
Topics & Concepts
ThermostatModel predictive controlAir conditioningLinearizationControl theory (sociology)ComputationThermal comfortNonlinear systemCooling loadComputer scienceHVACEfficient energy useEnergy consumptionControl engineeringEngineeringControl (management)Artificial intelligenceAlgorithmMechanical engineeringThermodynamicsElectrical engineeringQuantum mechanicsPhysicsBuilding Energy and Comfort OptimizationEnergy Efficiency and ManagementAdvanced Control Systems Optimization