Characterization of electric load with Information Theory quantifiers

dc.creatorAquino, Andre L.L.
dc.creatorRamos, Heitor S.
dc.creatorFrery, Alejandro César
dc.creatorViana, Leonardo P.
dc.creatorCavalcante, Tamer S.G.
dc.creatorRosso, Osvaldo Aníbal
dc.date.accessioned2018-07-26T14:08:53Z
dc.date.accessioned2018-11-06T14:50:48Z
dc.date.available2018-07-26T14:08:53Z
dc.date.available2018-11-06T14:50:48Z
dc.date.created2018-07-26T14:08:53Z
dc.date.issued2017-01
dc.identifierAquino, Andre L.L.; Ramos, Heitor S.; Frery, Alejandro César; Viana, Leonardo P.; Cavalcante, Tamer S.G.; et al.; Characterization of electric load with Information Theory quantifiers; Elsevier Science; Physica A: Statistical Mechanics and its Applications; 465; 1-2017; 277-284
dc.identifier0378-4371
dc.identifierhttp://hdl.handle.net/11336/53147
dc.identifierCONICET Digital
dc.identifierCONICET
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1891023
dc.description.abstractThis 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.
dc.languageeng
dc.publisherElsevier Science
dc.relationinfo:eu-repo/semantics/altIdentifier/doi/https://dx.doi.org/10.1016/j.physa.2016.08.017
dc.relationinfo:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0378437116305337
dc.rightshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/
dc.rightsinfo:eu-repo/semantics/restrictedAccess
dc.subjectCAUSALITY COMPLEXITY–ENTROPY PLANE (CCEP)
dc.subjectELECTRIC LOAD
dc.subjectINFORMATION THEORY
dc.subjectSIGNAL PROCESSING
dc.titleCharacterization of electric load with Information Theory quantifiers
dc.typeArtículos de revistas
dc.typeArtículos de revistas
dc.typeArtículos de revistas


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