DocumentCode
2905165
Title
A non-intrusive load monitoring system based on a cascaded method
Author
Lian, K.L. ; Tung, K.S. ; Su, Y.C.
Author_Institution
Dept. of Electr. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
fYear
2013
fDate
2-4 Oct. 2013
Firstpage
1
Lastpage
6
Abstract
Non-intrusive load monitoring (NILM) refers to a method of detecting the current energy consumptions of a house or a building using a single set of sensors at the utility service entry (USE). The voltage of USE in Taiwan can vary within ±5%. NILM, which uses active (P) and reactive powers (Q) as the load signatures may suffer from very low detection rates. In this paper, we proposed a new NILM method based on cascaded strategy. The proposed algorithm consists of three stages. In the first stage, the conventional PQ method will be employed. In the second stage, a linearized admittance method will be used to update the fundamental components of the current signals in the database due the voltage variations at USE. Finally, in the third stage, the updated current spectra from the second stage will be used for identifying the loads passed down from the first stage. It is shown via experiments that the proposed method yield better detection rate than the conventional PQ method.
Keywords
building management systems; computerised monitoring; reactive power; NILM method; PQ method; Taiwan; USE; active power; building energy consumption; current energy consumption; house energy consumption; linearized admittance method; nonintrusive load monitoring system; reactive power; utility service entry; voltage variation; Fluctuations; Home appliances; TV; Voltage fluctuations; Non-intrusive load monitoring; cascaded stages; linearized admittance; voltage variations;
fLanguage
English
Publisher
ieee
Conference_Titel
Electric Power and Energy Conversion Systems (EPECS), 2013 3rd International Conference on
Conference_Location
Istanbul
Print_ISBN
978-1-4799-0687-1
Type
conf
DOI
10.1109/EPECS.2013.6713027
Filename
6713027
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