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A review of studies applying machine learning models to predict occupancy and window-opening behaviours in smart buildings

Xilei Dai, Junjie Liu, Xin Zhang

2020Energy and Buildings198 citationsDOI

Topics & Concepts

HVACOccupancyComputer sciencePredictive modellingArtificial neural networkWindow (computing)Energy consumptionVariable (mathematics)Logistic regressionMachine learningAir conditioningBuilding modelSimulationArtificial intelligenceEngineeringArchitectural engineeringMathematicsMathematical analysisMechanical engineeringElectrical engineeringOperating systemBuilding Energy and Comfort OptimizationWind and Air Flow StudiesAir Quality Monitoring and Forecasting
A review of studies applying machine learning models to predict occupancy and window-opening behaviours in smart buildings | Litcius