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k-NN based regression strategy used to estimate the fault distance in radial power systems

A regression strategy based on k nearest neighbors (k-NN) to estimate the fault distance in radial power systems is proposed. This fault location approach uses measurements of the fundamental components of voltage and current measured at the power substation. In addition, the approach is not constr...

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Autori principali: Germán Morales-España, Juan Mora-Flórez, Hermann Vargas-Torres
Natura: Artigo
Lingua:Inglês
Pubblicazione: Universidad de Antioquia 2014-01-01
Serie:Revista Facultad de Ingeniería Universidad de Antioquia
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Accesso online:https://revistas.udea.edu.co/index.php/ingenieria/article/view/18117
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