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Bibliographic Details
Main Author: Neil A. Ortiz-Silva
Format: Artículo científico
Language:en
Published: Universidad Nacional de Colombia 2015
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Online Access:https://www.redalyc.org/articulo.oa?id=49640676020
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Table of Contents:
  • A new method to characterize power quality disturbances resulting from expulsion and current-limiting fuse operation Neil A. Ortiz-Silva Jairo Blanco-Solano Johann F. Petit-Suárez Gabriel Ordóñez-Plata Víctor Barrera-Núñez Ingeniería current descriptors expulsion fuse limitin g fuse Electromagnetic disturbances This paper presents a new method for the characterization and d iagnosis of electrical disturbanc es caused by fuses operation i n 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 statistica l analysis is performed to select the descriptors with the best profiles qualifiers and the optimal decision t hresholds are selected to classify the disturbances using machine learning algorithms. Voltage and current signals of the fuses operation are obtained from the ATP-EMTP simulatio n, as well as some real signals, to be all used in the validati on of the new proposed algorithm, obtaining optim al performance and efficienc y results. The algorithm was i mplemented in Matlab and the computational requirements are minimal. 2015 artículo científico 0012-7353 https://www.redalyc.org/articulo.oa?id=49640676020 en http://www.redalyc.org/revista.oa?id=496 Dyna application/pdf Universidad Nacional de Colombia Dyna (Colombia) Num.192 Vol.82