Building HVAC control with reinforcement learning for reduction of energy cost and demand charge
Zhanhong Jiang, Michael J. Risbeck, Vish Ramamurti, Sugumar Murugesan, Jaume Amores, Chenlu Zhang, Young Moo Lee, Kirk H. Drees
Topics & Concepts
Reinforcement learningHVACMarkov decision processPeak demandComputer sciencePartially observable Markov decision processElectricityEnergy consumptionDemand responseConsumption (sociology)Mathematical optimizationOperations researchSimulationAir conditioningEngineeringMarkov chainMarkov processArtificial intelligenceMarkov modelMachine learningElectrical engineeringMechanical engineeringSocial scienceStatisticsSociologyMathematicsBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementEnergy Efficiency and Management