Analysis of trends in seasonal electrical energy consumption via non-negative tensor factorization

This paper looks at the extraction of trends of household electrical seasonal consumption via load disaggregation. With the proviso that data for several home devices can be embedded in a tensor, non-negative multi-way array factorization is performed in order to extract the most relevant components...

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Detalhes bibliográficos
Autor principal: Figueiredo, M. (author)
Outros Autores: Ribeiro, B. (author), de Almeida, A. (author)
Formato: article
Idioma:eng
Publicado em: 2016
Assuntos:
Texto completo:http://hdl.handle.net/10071/10821
País:Portugal
Oai:oai:repositorio.iscte-iul.pt:10071/10821