Algorithms for energy disaggregation

In this project we compare three different solutions to the energy disaggregation problem. We test the algorithms on a reference dataset, and try to learn about the requirements and feasibility of energy disaggregation as a potential commercial product.

Country

Spain

Related Organizations

Keywords

particle filter, sparse coding, REDD, Signal processing -- Digital techniques, NIALM, NILMTK, DDSC, load monitoring, :Energies::Gestió de l'energia [Àrees temàtiques de la UPC], AFAMAP, Tractament del senyal -- Tècniques digitals, NILM, Àrees temàtiques de la UPC::Energies::Gestió de l'energia

Impact byBIP!

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	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average