Unsupervised approach for load disaggregation with devices interactions

Unsupervised approach for load disaggregation with devices interactions

Energy savings is one of the hottest issues and concerns nowadays due to high oil prices and global warming as a result of CO2 emissions. Non-intrusive appliances load monitoring (NIALM) is a methodology that aim to breakdown the total power consumption measured by the smart meter in each househo...

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Bibliographic Details
Main Authors: Aiad, Misbah, Lee, Peng Hin
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2016
Subjects:
Non-intrusive appliance load monitoring
Energy disaggregation
Devices interactions
Factorial Hidden Markov Models
Viterbi algorithm
Online Access:https://hdl.handle.net/10356/82926
http://hdl.handle.net/10220/40353

Internet

https://hdl.handle.net/10356/82926
http://hdl.handle.net/10220/40353

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