Publicado

2015-01-01

Evaluation of two knowledge-based fault locators for power distribution systems

Palabras clave:

Distributed generation, fault location, knowledge-based methods, sensitivity analysis. (es)

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Autores/as

  • Natalia Alzate González Universidad Tecnológica de Pereira
  • Andrés Felipe Zapata Tapasco Universidad Tecnológica de Pereira
  • Juan José Mora Flórez Universidad Tecnológica de Pereira
This paper presents the implementation of two knowledge-based methods to locate faults on power distribution systems with distributed generation, to improve the power quality as demanded by the regulated electrical markets. Fault location methods could use additional measurements as new information to improve the results. ID3 decision tree and k nearest neighbor methods are implemented using measurements at substation and at the distributed generation nodes. The methods are validated using a modification of the IEEE 34-node test feeder, with two distributed generators. Several operating scenarios are considered by varying the model parameters of the power system. Additionally, a sensitivity analysis is performed to find the most critical parameters that affect the fault location methods. The results show the good performance of the fault locators and help to determine the most critical parameters of the power distribution system.

Cómo citar

APA

Alzate González, N., Zapata Tapasco, A. F. y Mora Flórez, J. J. (2015). Evaluation of two knowledge-based fault locators for power distribution systems. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, 8. https://revistas.unal.edu.co/index.php/SICEL/article/view/52115

ACM

[1]
Alzate González, N., Zapata Tapasco, A.F. y Mora Flórez, J.J. 2015. Evaluation of two knowledge-based fault locators for power distribution systems. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL. 8, (ene. 2015).

ACS

(1)
Alzate González, N.; Zapata Tapasco, A. F.; Mora Flórez, J. J. Evaluation of two knowledge-based fault locators for power distribution systems. SICEL 2015, 8.

ABNT

ALZATE GONZÁLEZ, N.; ZAPATA TAPASCO, A. F.; MORA FLÓREZ, J. J. Evaluation of two knowledge-based fault locators for power distribution systems. Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, [S. l.], v. 8, 2015. Disponível em: https://revistas.unal.edu.co/index.php/SICEL/article/view/52115. Acesso em: 7 feb. 2025.

Chicago

Alzate González, Natalia, Andrés Felipe Zapata Tapasco, y Juan José Mora Flórez. 2015. «Evaluation of two knowledge-based fault locators for power distribution systems». Simposio Internacional Sobre La Calidad De La Energía Eléctrica - SICEL 8 (enero). https://revistas.unal.edu.co/index.php/SICEL/article/view/52115.

Harvard

Alzate González, N., Zapata Tapasco, A. F. y Mora Flórez, J. J. (2015) «Evaluation of two knowledge-based fault locators for power distribution systems», Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, 8. Disponible en: https://revistas.unal.edu.co/index.php/SICEL/article/view/52115 (Accedido: 7 febrero 2025).

IEEE

[1]
N. Alzate González, A. F. Zapata Tapasco, y J. J. Mora Flórez, «Evaluation of two knowledge-based fault locators for power distribution systems», SICEL, vol. 8, ene. 2015.

MLA

Alzate González, N., A. F. Zapata Tapasco, y J. J. Mora Flórez. «Evaluation of two knowledge-based fault locators for power distribution systems». Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL, vol. 8, enero de 2015, https://revistas.unal.edu.co/index.php/SICEL/article/view/52115.

Turabian

Alzate González, Natalia, Andrés Felipe Zapata Tapasco, y Juan José Mora Flórez. «Evaluation of two knowledge-based fault locators for power distribution systems». Simposio Internacional sobre la Calidad de la Energía Eléctrica - SICEL 8 (enero 1, 2015). Accedido febrero 7, 2025. https://revistas.unal.edu.co/index.php/SICEL/article/view/52115.

Vancouver

1.
Alzate González N, Zapata Tapasco AF, Mora Flórez JJ. Evaluation of two knowledge-based fault locators for power distribution systems. SICEL [Internet]. 1 de enero de 2015 [citado 7 de febrero de 2025];8. Disponible en: https://revistas.unal.edu.co/index.php/SICEL/article/view/52115

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