Background Load Denoising across Complex Load Based on Generative Adversarial Network to Enhance Load Identification

Non-Intrusive Load Monitoring (NILM) allows load identification of appliances through a single sensor. By using NILM, users can monitor their electricity consumption, which is beneficial for energy efficiency or energy saving. In advance NILM systems, identification of appliances on/off events shoul...

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Bibliografische gegevens

Hoofdauteurs:	Afifatul Mukaroh, Thi-Thu-Huong Le, Howon Kim
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	MDPI AG 2020-10-01
Reeks:	Sensors
Onderwerpen:	NILM complex background denoising load identification GAN CNN
Online toegang:	https://www.mdpi.com/1424-8220/20/19/5674
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