Tampere University of Technology

TUTCRIS Research Portal

Mining smart meter data - Case Finland

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Details

Original languageEnglish
Title of host publicationCIRED Workshop 2016
PublisherInstitution of Engineering and Technology
ISBN (Print)978-1-78561-202-2
DOIs
Publication statusPublished - 2016
Publication typeA4 Article in a conference publication
EventInternational conference on electricity distribution workshop -
Duration: 1 Jan 2000 → …

Conference

ConferenceInternational conference on electricity distribution workshop
Period1/01/00 → …

Abstract

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.

ASJC Scopus subject areas

Publication forum classification

Downloads statistics

No data available