Algorithms for energy disaggregation

dc.contributor	Carmona Vargas, Josep
dc.contributor	Castro Rabal, Jorge
dc.contributor.author	Fiol Arguimbau, Albert
dc.contributor.other	Universitat Politècnica de Catalunya. Departament de Ciències de la Computació
dc.date.accessioned	2016-09-15T07:13:29Z
dc.date.available	2016-09-15T07:13:29Z
dc.date.issued	2016-07-08
dc.identifier.uri	http://hdl.handle.net/2117/89937
dc.description.abstract	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.
dc.language.iso	eng
dc.publisher	Universitat Politècnica de Catalunya
dc.subject	Àrees temàtiques de la UPC::Energies::Gestió de l'energia
dc.subject.lcsh	Signal processing -- Digital techniques
dc.subject.other	load monitoring
dc.subject.other	NILM
dc.subject.other	NIALM
dc.subject.other	sparse coding
dc.subject.other	particle filter
dc.subject.other	DDSC
dc.subject.other	AFAMAP
dc.subject.other	REDD
dc.subject.other	NILMTK
dc.title	Algorithms for energy disaggregation
dc.type	Master thesis
dc.subject.lemac	Tractament del senyal -- Tècniques digitals
dc.identifier.slug	108724
dc.rights.access	Open Access
dc.date.updated	2016-07-11T06:39:37Z
dc.audience.educationlevel	Màster
dc.audience.mediator	Facultat d'Informàtica de Barcelona
dc.audience.degree	MÀSTER UNIVERSITARI EN INNOVACIÓ I RECERCA EN INFORMÀTICA (Pla 2012)

UPCommons. Global access to UPC knowledge