Characterization of electric load with information theory quantifiers

Aquino, Andre L. L.; Ramos, Heitor S.; Frery, Alejandro C.; Viana, Leonardo P.; Cavalcante, Tamer S. G.; Rosso, Osvaldo A.

Artículo de Publicación Periódica:
Characterization of electric load with information theory quantifiers

dc.contributor.author	Aquino, Andre L. L.
dc.contributor.author	Ramos, Heitor S.
dc.contributor.author	Frery, Alejandro C.
dc.contributor.author	Viana, Leonardo P.
dc.contributor.author	Cavalcante, Tamer S. G.
dc.contributor.author	Rosso, Osvaldo A.
dc.date.accessioned	2019-07-26T19:11:01Z
dc.date.available	2019-07-26T19:11:01Z
dc.date.issued	2017-01
dc.description.abstract	"This paper presents a study of the electric load behavior based on the Causality Complexity–Entropy Plane.We use a public data set, namely REDD, which contains detailed power usage information from several domestic appliances. In our characterization, we use the available power data of the circuit/devices of all houses. The Bandt–Pompe methodology combined with the Causality Complexity–Entropy Plane was used to identify and characterize regimes and behaviors over these data. The results showed that this characterization provides a useful insight into the underlying dynamics that govern the electric load."	en
dc.identifier.issn	0378-4371
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1686
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/altIdentifier/doi/10.1016/j.physa.2016.08.017
dc.relation	info:eu-repo/grantAgreement/CNPq/481631/2013-5/BR. Brasilia
dc.relation	info:eu-repo/grantAgreement/FAPEAL/20110720-006-0018-0006/BR. Alagoas. Maceió
dc.subject	CARGAS ELECTRICAS	es
dc.subject	ENTROPIA	es
dc.subject	TEORIA DE LA INFORMACION	es
dc.subject	PROCESAMIENTO DE SEÑALES	es
dc.title	Characterization of electric load with information theory quantifiers	en
dc.type	Artículos de Publicaciones Periódicas	es
dc.type	info:eu-repo/semantics/acceptedVersion
dspace.entity.type	Artículo de Publicación Periódica
itba.description.filiation	Fil: Aquino, Andre L. L. Universidade Federal de Alagoas; Brasil.
itba.description.filiation	Fil: Ramos, Heitor S. Universidade Federal de Alagoas; Brasil.
itba.description.filiation	Fil: Frery, Alejandro C. Universidade Federal de Alagoas; Brasil.
itba.description.filiation	Fil: Viana, Leonardo P. Universidade de Federal Alagoas; Brasil.
itba.description.filiation	Fil: Cavalcante, Tamer S. G. Universidade Federal de Pernambuco; Brasil.
itba.description.filiation	Fil: Rosso, Osvaldo A. Universidade Federal de Alagoas; Brasil.
itba.description.filiation	Fil: Rosso, Osvaldo A. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiation	Fil: Rosso, Osvaldo A. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiation	Fil: Rosso, Osvaldo A. Universidad de los Andes; Chile.