Nonintrusive Load Monitoring Based on Advanced Deep Learning and Novel Signature

Monitoring electricity consumption in the home is an important way to help reduce energy usage. Nonintrusive Load Monitoring (NILM) is existing technique which helps us monitor electricity consumption effectively and costly. NILM is a promising approach to obtain estimates of the electrical power co...

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Bibliographic Details
Main Authors: Jihyun Kim, Thi-Thu-Huong Le, Howon Kim
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2017/4216281