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)
Descripción
Sumario:"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."

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