Fault location in electrical distribution systems using PLS and NN

Authors

  • M.L. Ruiz Group Engineering of Control and Intelligent Systems (eXiT) University of Girona Author
  • J. Meléndez Group Engineering of Control and Intelligent Systems (eXiT) University of Girona Author
  • J. Colomer Group Engineering of Control and Intelligent Systems (eXiT) University of Girona Author
  • J. Sánchez ENDESA Author
  • M. Castro ENDESA Author

DOI:

https://doi.org/10.24084/repqj02.264

Keywords:

Voltage sags, PLS, NN, Fault detection

Abstract

This paper discusses about voltage sags fault location using a temporal and phasorial descriptors. A dimensionality reduction technique is used to extract the significant features from voltage sags descriptors and a Neural Network is applied to locate the fault.

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Published

2024-01-03

Issue

Vol. 2 No. 1 (2004)

Section

Articles