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Disaggregation of household load profiles

Titelangaben

Hinterstocker, Michael ; Schott, Paul ; von Roon, Serafin:
Disaggregation of household load profiles.
2017
Veranstaltung: 10. Internationale Energiewirtschaftstagung (IEWT 2017) , 15.-17.02.2017 , Wien, Österreich.
(Veranstaltungsbeitrag: Kongress/Konferenz/Symposium/Tagung , Paper )

Volltext

Link zum Volltext (externe URL): Volltext

Abstract

The ongoing digitalization enables new opportunities for research concerning the energy sector. Smart
meters are utilized to measure residential energy consumption. This temporally highly resolved data
can be used for investigating the energy consumption behavior of households in detail. Based only on
the data generated by smart meters, a method which identifies common household appliances is
developed. In contrast to other approaches which gather this information via surveys or direct
measurements, the presented procedure allows to analyze a large amount of households. The
appliance’s existence and further details, like program duration, energy consumption per use and
operation times are identified. Based on these results, the temporal behavior can be determined which
allows conclusions about daily and seasonal characteristics. These findings enable detailed
investigations of the Demand Side Management potential of households.

Weitere Angaben

Publikationsform: Veranstaltungsbeitrag (Paper)
Begutachteter Beitrag: Nein
Keywords: Disaggregation; Demand Side Management; Smart Meter
Institutionen der Universität: Forschungseinrichtungen
Titel an der UBT entstanden: Nein
Themengebiete aus DDC: 000 Informatik,Informationswissenschaft, allgemeine Werke > 004 Informatik
300 Sozialwissenschaften > 330 Wirtschaft
Eingestellt am: 29 Aug 2018 06:28
Letzte Änderung: 29 Aug 2018 06:28
URI: https://eref.uni-bayreuth.de/id/eprint/45527