Estimation of voltage sags patterns with k-means algorithm and clustering of fault zones in high and medium voltage grids

This paper proposes k-means clustering algorithm to identify voltage sags patterns and group fault zones with similar impact in high and medium voltage electric. The proposed methodology comprises three stages. First, network modeling and faults simulation were performed in order to get information...

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Bibliographic Details
Main Authors: Miguel Romero, Luis Gallego, Andrés Pavas
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2011-06-01
Series:Ingeniería e Investigación
Subjects:
Online Access:https://revistas.unal.edu.co/index.php/ingeinv/article/view/25224