DocumentCode
2510370
Title
A novel nonintrusive load monitoring system based on the S-Transform
Author
Martins, J.F. ; Lopes, Rui ; Lima, Celson ; Romero-Cadaval, E. ; Vinnikov, D.
Author_Institution
CTS/UNINOVA, FCT/UNL, Lisbon, Portugal
fYear
2012
fDate
24-26 May 2012
Firstpage
973
Lastpage
978
Abstract
This paper presents a new nonintrusive load identification method for home appliances, supported by a computational tool. Load identification is a major topic for emergent concepts such as smart homes and smart grids. The nonintrusive identification is performed using both current and voltage signals acquired from power meter. The method is based on the use of the S-Transform, where the obtained patterns perfectly allow the identification of distinct home appliances. Preliminary experimental results are presented in order to show the effectiveness of the proposed method.
Keywords
Fourier transforms; domestic appliances; identification; load (electric); power engineering computing; power meters; S-transform; current signals; home appliances; load identification; nonintrusive load monitoring system; power meter; voltage signals; Data acquisition; Data processing; Databases; Home appliances; Monitoring; Smart grids; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Optimization of Electrical and Electronic Equipment (OPTIM), 2012 13th International Conference on
Conference_Location
Brasov
ISSN
1842-0133
Print_ISBN
978-1-4673-1650-7
Electronic_ISBN
1842-0133
Type
conf
DOI
10.1109/OPTIM.2012.6231777
Filename
6231777
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