Non-intrusive load monitoring and supplementary techniques for home energy management

Bahman Naghibi, Sara Deilami

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

6 Citations (Scopus)

Abstract

The emerging smart grid technologies and rapid installations of smart meters is encouraging many consumers to implement home energy management systems (HEMSs) in order to decrease their electric utility bills and increase the efficiency of energy consumption. Intrusive load monitoring (ILM) and non-intrusive load monitoring (NILM) are two approaches in the literature for appliance load monitoring (ALM) that make it possible for HEMSs to optimize energy utilization. However, most researchers have addressed NILM as the more practical option. In this paper, three basic methods for NILM are presented and supplementary techniques for improving the accuracy of NILM are discussed and compared. In addition, future research directions and challenges are highlighted.

Original languageEnglish
Title of host publication2014 Australasian Universities Power Engineering Conference
Subtitle of host publicationAUPEC 2014 proceedings
EditorsA. Abu-Siada, M. A. S. Masoum
Place of PublicationPiscataway, NJ
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages1-5
Number of pages5
ISBN (Electronic)9780646923758
DOIs
Publication statusPublished - 2014
Externally publishedYes
Event24th Australasian Universities Power Engineering Conference, AUPEC 2014 - Perth, Australia
Duration: 28 Sep 20141 Oct 2014

Other

Other24th Australasian Universities Power Engineering Conference, AUPEC 2014
CountryAustralia
CityPerth
Period28/09/141/10/14

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