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 )

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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.