Characterization of electric load with information theory quantifiers

"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 cir...

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Detalles Bibliográficos
Autores principales: Aquino, Andre L. L., Ramos, Heitor S., Frery, Alejandro C., Viana, Leonardo P., Cavalcante, Tamer S. G., Rosso, Osvaldo A.
Formato: Artículos de Publicaciones Periódicas acceptedVersion
Lenguaje:Inglés
Publicado: 2019
Materias:
CARGAS ELECTRICAS
ENTROPIA
TEORIA DE LA INFORMACION
PROCESAMIENTO DE SEÑALES
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1686
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1686
record_format dspace
spelling I32-R138-123456789-16862022-12-07T13:06:26Z 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. CARGAS ELECTRICAS ENTROPIA TEORIA DE LA INFORMACION PROCESAMIENTO DE SEÑALES "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." 2019-07-26T19:11:01Z 2019-07-26T19:11:01Z 2017-01 Artículos de Publicaciones Periódicas info:eu-repo/semantics/acceptedVersion 0378-4371 http://ri.itba.edu.ar/handle/123456789/1686 en info:eu-repo/semantics/altIdentifier/doi/10.1016/j.physa.2016.08.017 info:eu-repo/grantAgreement/CNPq/481631/2013-5/BR. Brasilia info:eu-repo/grantAgreement/FAPEAL/20110720-006-0018-0006/BR. Alagoas. Maceió application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic CARGAS ELECTRICAS
ENTROPIA
TEORIA DE LA INFORMACION
PROCESAMIENTO DE SEÑALES
spellingShingle CARGAS ELECTRICAS
ENTROPIA
TEORIA DE LA INFORMACION
PROCESAMIENTO DE SEÑALES
Aquino, Andre L. L.
Ramos, Heitor S.
Frery, Alejandro C.
Viana, Leonardo P.
Cavalcante, Tamer S. G.
Rosso, Osvaldo A.
Characterization of electric load with information theory quantifiers
topic_facet CARGAS ELECTRICAS
ENTROPIA
TEORIA DE LA INFORMACION
PROCESAMIENTO DE SEÑALES
description "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."
format Artículos de Publicaciones Periódicas
acceptedVersion
author Aquino, Andre L. L.
Ramos, Heitor S.
Frery, Alejandro C.
Viana, Leonardo P.
Cavalcante, Tamer S. G.
Rosso, Osvaldo A.
author_facet Aquino, Andre L. L.
Ramos, Heitor S.
Frery, Alejandro C.
Viana, Leonardo P.
Cavalcante, Tamer S. G.
Rosso, Osvaldo A.
author_sort Aquino, Andre L. L.
title Characterization of electric load with information theory quantifiers
title_short Characterization of electric load with information theory quantifiers
title_full Characterization of electric load with information theory quantifiers
title_fullStr Characterization of electric load with information theory quantifiers
title_full_unstemmed Characterization of electric load with information theory quantifiers
title_sort characterization of electric load with information theory quantifiers
publishDate 2019
url http://ri.itba.edu.ar/handle/123456789/1686
work_keys_str_mv AT aquinoandrell characterizationofelectricloadwithinformationtheoryquantifiers
AT ramosheitors characterizationofelectricloadwithinformationtheoryquantifiers
AT freryalejandroc characterizationofelectricloadwithinformationtheoryquantifiers
AT vianaleonardop characterizationofelectricloadwithinformationtheoryquantifiers
AT cavalcantetamersg characterizationofelectricloadwithinformationtheoryquantifiers
AT rossoosvaldoa characterizationofelectricloadwithinformationtheoryquantifiers
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