Disaggregation of residential electric loads using smart metered data

dc.contributor.advisorZarnikau, Jayen
dc.contributor.advisorBaldick, Rossen
dc.creatorHolcomb, Chris L.en
dc.date.accessioned2011-07-15T15:04:49Zen
dc.date.available2011-07-15T15:04:49Zen
dc.date.issued2011-05en
dc.date.submittedMay 2011en
dc.date.updated2011-07-15T15:05:03Zen
dc.descriptiontexten
dc.description.abstractThe ability of typical utility meters and advanced meters including sub-circuit metering to disaggregate residential electric loads and determine what appliances a homeowner is using at a given time in investigated. The basics of residential electricity systems, instrumentation options, and characteristics of selected residential loads are presented. This information informs a discussion on present and future disaggregation algorithms. The conclusions highlight the importance of reactive power and current harmonics in determining power consumed and identifying modern electrical devices, and raise concerns related to the ability of typical 15 minute interval utility smart meters to disaggregate loads.en
dc.description.departmentEnergy and Earth Resourcesen
dc.description.departmentPublic Affairsen
dc.format.mimetypeapplication/pdfen
dc.identifier.slug2152/ETD-UT-2011-05-3619en
dc.identifier.urihttp://hdl.handle.net/2152/ETD-UT-2011-05-3619en
dc.language.isoengen
dc.subjectSmart metersen
dc.subjectSmart griden
dc.subjectCurrent transformersen
dc.subjectAppliancesen
dc.subjectResidential loaden
dc.subjectDisaggregationen
dc.subjectElectric utilitiesen
dc.titleDisaggregation of residential electric loads using smart metered dataen
dc.type.genrethesisen
thesis.degree.departmentEnergy and Earth Resourcesen
thesis.degree.departmentPublic Affairsen
thesis.degree.disciplineEnergy and Earth Resourcesen
thesis.degree.disciplinePublic Affairsen
thesis.degree.grantorUniversity of Texas at Austinen
thesis.degree.levelMastersen
thesis.degree.nameMaster of Artsen

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