Multi-Channel Recurrent Convolutional Neural Networks for Energy Disaggregation
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DOI: 10.1109/access.2019.2923742
Abstract: Power consumption signals of household appliances are characterized by randomly occurring events (e.g. switch-on events), making timeseries modeling a demanding process. In this paper, we propose a convolutional neural network (CNN)-based architecture with inputs and… read more here.
Keywords: recurrent convolutional; power; channel recurrent; energy ... See more keywords