Articles with "appliance consumption" as a keyword



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Forecasting household electric appliances consumption and peak demand based on hybrid machine learning approach

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Published in 2020 at "Energy Reports"

DOI: 10.1016/j.egyr.2020.11.071

Abstract: Abstract Machine learning approaches have diverse applications in forecasting electrical energy consumption using smart meter data. Various classification techniques and clustering methods analyze smart meter data for accurately forecasting the electrical appliance consumption and peak… read more here.

Keywords: appliance; appliance consumption; peak demand; electrical appliance ... See more keywords