Analysis of Variance Combined with Optimized Gradient Boosting Machines for Enhanced Load Recognition in Home Energy Management Systems

Load recognition remains not comprehensively explored in Home Energy Management Systems (HEMSs). There are gaps in current approaches to load recognition, such as enhancing appliance identification and increasing the overall performance of the load-recognition system through more robust models. To a...

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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 2024-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/15/4965