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A Data-Centric Analysis of the Impact of Non-Electric Data on the Performance of Load Disaggregation Algorithms

Recent research on non-intrusive load monitoring, or load disaggregation, suggests that the performance of algorithms can be affected by factors beyond energy data. In particular, by incorporating non-electric data in load disaggregation analysis, such as building and consumer characteristics, the e...

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Detalles Bibliográficos
Autores principales: Góis, João, Pereira, Lucas, Nunes, Nuno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9505431/
https://www.ncbi.nlm.nih.gov/pubmed/36146278
http://dx.doi.org/10.3390/s22186914