SmartM: A Non-intrusive Load Monitoring Platform

Xiufeng Liu*, Simon Bolwig, Per Sieverts Nielsen

*Corresponding author

Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

Abstract

Real-time energy consumption monitoring is becoming increasingly important in smart energy management as it provides the opportunity for novel applications through data analytics, including anomaly detection, energy leakage, and theft. This paper presents a smart non-intrusive load monitoring approach for residential households, collecting fine-grained energy consumption data and disaggregating the data of appliances. The paper describes the implementation of the monitoring system, the data set, load disaggregation, and the challenges for future work.
OriginalsprogEngelsk
TitelInternational Conference on Business Information Systems
RedaktørerWitold Abramowicz, Rafael Corchuelo
Antal sider11
Publikationsdato2019
Sider424-434
ISBN (Trykt)9783030366902
DOI
StatusUdgivet - 2019
Udgivet eksterntJa
NavnBusiness Information Systems Workshops
NavnLecture Notes in Business Information Processing
Vol/bind373
ISSN1865-1348

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