{"title":"Evaluating the impact of data sample-rate on appliance disaggregation","authors":"Anders Dalen, Christof Weinhardt","doi":"10.1109/ENERGYCON.2014.6850509","DOIUrl":null,"url":null,"abstract":"This study evaluates how the disaggregation of appliances from a central location is impacted by the sample-rate used to measure a household's energy use. The sample-rate parameter is the deciding factor for choosing hardware requirements necessary for designing an appliance-level information system that can scale to general households. However, the impact of sample-rate on appliance disaggregation accuracy has so far not been evaluated.","PeriodicalId":410611,"journal":{"name":"2014 IEEE International Energy Conference (ENERGYCON)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE International Energy Conference (ENERGYCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ENERGYCON.2014.6850509","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
This study evaluates how the disaggregation of appliances from a central location is impacted by the sample-rate used to measure a household's energy use. The sample-rate parameter is the deciding factor for choosing hardware requirements necessary for designing an appliance-level information system that can scale to general households. However, the impact of sample-rate on appliance disaggregation accuracy has so far not been evaluated.
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