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

作者: Xilei Dai , Junjie Liu , Xin Zhang

DOI: 10.1016/J.ENBUILD.2020.110159

关键词: Energy consumptionModel selectionArtificial neural networkHVACLogistic regressionArtificial intelligenceBuilding automationOccupancyComputer scienceFeature engineeringMachine learning

摘要: … This study carries out a literature review on studies using machine learning (ML) models to predict occupancy and window-opening behaviour and their application in smart buildings. …

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