Title :
A new approach for event detection and feature extraction for NILM
Author :
Amirach, Nabil ; Xerri, Bernard ; Borloz, Bruno ; Jauffret, Claude
Author_Institution :
Aix Marseille Univ., Marseille, France
Abstract :
The method proposed in this paper aims both to detect the events occurring in overall current measurement and to estimate the features of the electric load underlying these events. This method is within the scope of the non-intrusive approach consisting of extraction of information from electric consumption measured only at the electrical switchboard.
Keywords :
electric current measurement; feature extraction; power system measurement; NILM; electric consumption; electric load; electrical switchboard; event detection; feature extraction; information extraction; nonintrusive load monitoring; overall current measurement; Current measurement; Event detection; Feature extraction; Home appliances; Load modeling; Monitoring; Vectors; Non-intrusive load monitoring (NILM); estimation; event detection; feature extraction;
Conference_Titel :
Electronics, Circuits and Systems (ICECS), 2014 21st IEEE International Conference on
DOI :
10.1109/ICECS.2014.7049978
