Load Recognition in Home Energy Management Systems Based on Neighborhood Components Analysis and Regularized Extreme Learning Machine

Load Recognition in Home Energy Management Systems Based on Neighborhood Components Analysis and Regularized Extreme Learning Machine

Efficient energy management in residential environments is a constant challenge, in which Home Energy Management Systems (HEMS) play an essential role in optimizing consumption. Load recognition allows the identification of active appliances, providing robustness to the HEMS. The precise identificat...

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Bibliographic Details
Main Authors: Thales W. Cabral, Fernando B. Neto, Eduardo R. de Lima, Gustavo Fraidenraich, Luís G. P. Meloni
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Sensors
Subjects:
machine learning
household appliances
active power
appliance recognition
Online Access:https://www.mdpi.com/1424-8220/24/7/2274

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