How good are learning-based control v.s. model-based control for load shifting? Investigations on a single zone building energy system
Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O’Neill, Veronica Adetola
Topics & Concepts
Mathematical optimizationDynamic programmingReinforcement learningOptimal controlModel predictive controlComputationComputer scienceControl theory (sociology)Energy (signal processing)Control (management)Domain (mathematical analysis)MathematicsAlgorithmArtificial intelligenceMathematical analysisStatisticsBuilding Energy and Comfort OptimizationSmart Grid Energy ManagementAdvanced Control Systems Optimization