Article ID Journal Published Year Pages File Type
6734719 Energy and Buildings 2013 12 Pages PDF
Abstract
► The prediction of appliance usage in smart homes is done, as an important problem in the home energy management. ► A global architecture for prediction with an oracle module and a predictor module was proposed. ► Several classifiers were tested as predictors and for each tested appliance, the best one was detected. ► The prediction with decision tables for lighting usage in dwellings gives the highest accuracy in all the tested cases. ► The oracle module provides additional information which leads to more accurate prediction.
Related Topics
Physical Sciences and Engineering Energy Renewable Energy, Sustainability and the Environment
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