Towards Trustworthy Energy Disaggregation: A Review of Challenges, Methods, and Perspectives for Non-Intrusive Load Monitoring

Non-intrusive load monitoring (NILM) is the task of disaggregating the total power consumption into its individual sub-components. Over the years, signal processing and machine learning algorithms have been combined to achieve this. Many publications and extensive research works are performed on ene...

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Detalles Bibliográficos
Autores principales: Kaselimi, Maria, Protopapadakis, Eftychios, Voulodimos, Athanasios, Doulamis, Nikolaos, Doulamis, Anastasios
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Review
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9371074/
https://www.ncbi.nlm.nih.gov/pubmed/35957428
http://dx.doi.org/10.3390/s22155872

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