Non-intrusive load monitoring based on low frequency active power measurements

Non-intrusive load monitoring based on low frequency active power measurements

A Non-Intrusive Load Monitoring (NILM) method for residential appliances based on active power signal is presented. This method works effectively with a single active power measurement taken at a low sampling rate (1 s). The proposed method utilizes the <em>Karhunen Loéve</em> (KL) expan...

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Bibliographic Details
Main Authors: Chinthaka Dinesh, Roshan Indika Godaliyadda, Mervyn Parakrama B. Ekanayake, Janaka Ekanayake, Pramuditha Perera
Format: Article
Language:English
Published: AIMS Press 2016-03-01
Series:AIMS Energy
Subjects:
Non-intrusive load monitoring (NILM)
appliance identification
energy disaggregation
smart grid
smart meter
uncorrelated spectral information
subspace component
window clustering
appliance usage pattern
priori probability
Online Access:http://www.aimspress.com/energy/article/708/fulltext.html

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http://www.aimspress.com/energy/article/708/fulltext.html

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