Variational Regression for Multi-Target Energy Disaggregation

Non-intrusive load monitoring systems that are based on deep learning methods produce high-accuracy end use detection; however, they are mainly designed with the one vs. one strategy. This strategy dictates that one model is trained to disaggregate only one appliance, which is sub-optimal in product...

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Bibliographic Details
Main Authors: Nikolaos Virtsionis Gkalinikis, Christoforos Nalmpantis, Dimitris Vrakas
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/23/4/2051