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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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Detalles Bibliográficos
Autores principales: Virtsionis Gkalinikis, Nikolaos, Nalmpantis, Christoforos, Vrakas, Dimitris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959143/
https://www.ncbi.nlm.nih.gov/pubmed/36850647
http://dx.doi.org/10.3390/s23042051