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A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation

Ortiz Silva, Neil A. and Blanco Solano, Jairo and Petit Suárez, Johann F. and Ordóñez Plata, Gabriel and Barrera Núñez, Víctor (2015) A New Method to Characterize Power Quality Disturbances Resulting from Expulsion and Current-Limiting Fuse Operation. DYNA, 82 (192). pp. 177-184. ISSN 2346-2183

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Resumen

This paper presents a new method for the characterization and diagnosis of electrical disturbances caused by fuses operation in the electrical distribution systems. A set of descriptors is proposed in order to quantify the typical features of the distortions caused by operation of expulsion and current limiting fuses. A multivariate statistical analysis is performed to select the descriptors with the best profiles qualifiers and the optimal decision thresholds are selected through of machine learning algorithms. Voltage and current signals of the fuses operation are obtained from the ATP-EMTP simulation, as well as some real signals, to be all used in the validation of the new proposed algorithm, obtaining optimal performance and efficiency results. The algorithm was implemented in Matlab and the computational requirements are minimal.

Tipo de documento:Artículo - Article
Palabras clave:Electromagnetic disturbances, expulsion fuse, current-limiting fuse, descriptors, variance multi-variant analysis (MANOVA).
Temática:6 Tecnología (ciencias aplicadas) / Technology > 62 Ingeniería y operaciones afines / Engineering
Unidad administrativa:Revistas electrónicas UN > Dyna
Código ID:59028
Enviado por : Dirección Nacional de Bibliotecas STECNICO
Enviado el día :31 Oct 2017 17:20
Ultima modificación:27 Noviembre 2017 22:06
Ultima modificación:27 Noviembre 2017 22:06
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