DocumentCode :
597122
Title :
Nonintrusive load detection algorithm based on variations in power consumption
Author :
Ardeleanu, Andrei Sebastian ; Donciu, C.
Author_Institution :
Fac. of Electr. Eng., Gheorghe Asachi Tech. Univ. of Iasi, Iaşi, Romania
fYear :
2012
fDate :
25-27 Oct. 2012
Firstpage :
309
Lastpage :
313
Abstract :
Each electrical appliance has its own pattern of using the electricity. Identifying these patterns can lead to a disaggregation of the entire electricity consumption. This disaggregation, brought to the user, offers a better understanding on how the electricity is consumed inside his home. Also the information obtained from this process brings to the user the power to detect possibilities to reduce its consumption and also its electrical bills, in the context of a world where prices are getting higher each day. This paper presents a new algorithm which detects electrical consumers based on power consumption. The system successfully detects two-state (on-off) and also multi-state devices.
Keywords :
load forecasting; power consumption; disaggregation; electrical appliance; electrical bills; electrical consumers; electricity consumption; multistate devices; nonintrusive load detection algorithm; own pattern; power consumption; variations; Harmonic analysis; Home appliances; Monitoring; Power demand; Reactive power; Steady-state; Transient analysis; electric load signature; load detection; nonintrusive load monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical and Power Engineering (EPE), 2012 International Conference and Exposition on
Conference_Location :
Iasi
Print_ISBN :
978-1-4673-1173-1
Type :
conf
DOI :
10.1109/ICEPE.2012.6463913
Filename :
6463913
Link To Document :
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