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TUTCRIS

Mining smart meter data - Case Finland

Tutkimustuotosvertaisarvioitu

Yksityiskohdat

AlkuperäiskieliEnglanti
OtsikkoCIRED Workshop 2016
KustantajaInstitution of Engineering and Technology
ISBN (painettu)978-1-78561-202-2
DOI - pysyväislinkit
TilaJulkaistu - 2016
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
TapahtumaInternational conference on electricity distribution workshop -
Kesto: 1 tammikuuta 2000 → …

Conference

ConferenceInternational conference on electricity distribution workshop
Ajanjakso1/01/00 → …

Tiivistelmä

Smart meters collect a lot of data on customer level electricity consumption and this, together with other data sources e.g. environmental information and public open data, provides an excellent basis for data mining. As a part of a recent smart grid project conducted in Finland, several different ways of mining smart meter data were studied. The project brought advances in customer classification and clustering, load profiling, spatial load analytics, behaviour change detection and load forecasting.

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