Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks
Fabio Pavirani, Gargya Gokhale, Bert Claessens, Chris Develder
Topics & Concepts
Controller (irrigation)Computer scienceArtificial neural networkMonte Carlo tree searchReinforcement learningBackupMonte Carlo methodFunction (biology)Energy consumptionLimit (mathematics)TrimmingTree (set theory)Domain (mathematical analysis)Mathematical optimizationArtificial intelligenceEngineeringMathematicsMathematical analysisStatisticsBiologyElectrical engineeringEvolutionary biologyAgronomyOperating systemDatabaseBuilding Energy and Comfort OptimizationModel Reduction and Neural NetworksHeat Transfer and Optimization