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
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