High-Reliability Load Recognition in Home Energy Management Systems

High-Reliability Load Recognition in Home Energy Management Systems

The increasing domestic demand for electricity has required the scientific community to develop new technologies focused on energy expenditure minimization. In this context, Home Energy Management System (HEMS) is an element that can incorporate applications that aid in efficient energy management,...

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Bibliographic Details
Main Authors: Thales Wulfert Cabral, Dimas Augusto Mendes Lemes, Gustavo Fraidenraich, Fernando Bauer Neto, Eduardo Rodrigues de Lima, Luis Geraldo Pedroso Meloni
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Artificial intelligence
convolutional neural network
HEMS
load recognition
machine learning models
REDD dataset
Online Access:https://ieeexplore.ieee.org/document/10081343/

Internet

https://ieeexplore.ieee.org/document/10081343/

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