Transcription of REDD: A Public Data Set for Energy Disaggregation …
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REDD: A Public Data Set for Energy Disaggregation …
redd : A Public Data Set forEnergy Disaggregation ResearchJ. Zico KolterComputer Science and Artificial IntelligenceLaboratoryMassachusetts Institute of TechnologyCambridge, J. JohnsonLaboratory for Information and Decision SystemsMassachusetts Institute of TechnologyCambridge, and sustainability issues raise a large number ofproblems that can be tackled using approaches from datamining and machine learning, but traction of such problemshas been slow due to the lack of publicly available data. Inthis paper we present the Reference Energy DisaggregationData Set ( redd ), a freely available data set containing de-tailed power usage information from several homes, which isaimed at furthering research on Energy Disaggregation (thetask of determining the component appliance contributionsfrom an aggregated electricity signal).
REDD: A Public Data Set for Energy Disaggregation Research J. Zico Kolter Computer Science and Artificial Intelligence Laboratory Massachusetts Institute of Technology
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