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DEDDIAG, a domestic electricity demand dataset of individual appliances in Germany

Real-world domestic electricity demand datasets are the key enabler for developing and evaluating machine learning algorithms that facilitate the analysis of demand attribution and usage behavior. Breaking down the electricity demand of domestic households is seen as the key technology for intellige...

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Detalles Bibliográficos
Autores principales: Wenninger, Marc, Maier, Andreas, Schmidt, Jochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8282868/
https://www.ncbi.nlm.nih.gov/pubmed/34267230
http://dx.doi.org/10.1038/s41597-021-00963-2