Load Disaggregation Using Microscopic Power Features and Pattern Recognition

Load Disaggregation Using Microscopic Power Features and Pattern Recognition

A new generation of smart meters are called cognitive meters, which are essentially based on Artificial Intelligence (AI) and load disaggregation methods for Non-Intrusive Load Monitoring (NILM). Thus, modern NILM may recognize appliances connected to the grid during certain periods, while providing...

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Bibliographic Details
Main Authors: Wesley Angelino de Souza, Fernando Deluno Garcia, Fernando Pinhabel Marafão, Luiz Carlos Pereira da Silva, Marcelo Godoy Simões
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Energies
Subjects:
load disaggregation
artificial intelligence
cognitive meters
machine learning
state machine
NILM
Online Access:https://www.mdpi.com/1996-1073/12/14/2641

Internet

https://www.mdpi.com/1996-1073/12/14/2641

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