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...

Full description

Bibliographic Details
Main Authors: Germán Morales-España, Juan Mora-Flórez, Hermann Vargas-Torres
Format: Article
Language:English
Published: Universidad de Antioquia 2014-01-01
Series:Revista Facultad de Ingeniería Universidad de Antioquia
Subjects:
Online Access:https://revistas.udea.edu.co/index.php/ingenieria/article/view/18117