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
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;
Conference_Titel :
Optimization of Electrical and Electronic Equipment (OPTIM), 2012 13th International Conference on
Conference_Location :
Brasov
Print_ISBN :
978-1-4673-1650-7
Electronic_ISBN :
1842-0133
DOI :
10.1109/OPTIM.2012.6231777