Optimal selection of conductors in distribution networks using the discrete version of the sine-cosine algorithm


Authors

DOI:

https://doi.org/10.22517/23447214.25394

Keywords:

Metaheuristic optimization , Mixed integer nonlinear programming, Optimal conductor selection , Sine-Cosine Algorithm, Three-phase distribution networks

Abstract

The problem of the optimal selection of the calibers of conductors in radial distribution networks is addressed in this research through the application of the discrete-continuous version of the sine-cosine algorithm. The implementation of proposed optimization algorithm is made in the MATLAB programming environment for two test feeders composed of 8 and 27 nodes, respectively. The numerical results for both test feeders are validated in the DigSILENT simulation tool than ensures the feasibility of the optimal solutions obtained through the evaluation of the classical Newton-Raphson power flow method. Comparative results with the Chu & Beasley Genetic Algorithm and the solution on the exact Mixed-Integer Nonlinear Programming Model in the GAMS software corroborate the effectiveness of the proposed optimization method.

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Author Biographies

Oscar Danilo Montoya Giraldo, Universidad Distrital Francisco José de Caldas

nació en Obando, Valle, Colombia, en 1989. Recibió los títulos de Ingeniero Electricista, Magíster en Ingeniería Eléctrica y Doctor en Ingeniería en la Universidad Tecnológica de Pereira, Colombia, en 2012, 2014 y 2019, respectivamente. Actualmente es profesor asistente en programas de ingeniería eléctrica en la Universidad Distrital Francisco José de Caldas, Colombia. Sus intereses de investigación incluyen optimización matemática, planificación y control de sistemas de potencia, energías renovables, almacenamiento de energía, dispositivos de protección, control basado en pasividad y análisis dinámico.

Lina María Riaño Enciso, Universidad Distrital Francisco José de Caldas

nació en Bogotá, Colombia en 1997. Recibió el título de Ingeniera Eléctrica de la Universidad Distrital Francisco José de Caldas en el año 2022 y actualmente se es candidata a Magister en Ingeniería con énfasis en Ingeniería Eléctrica en la misma universidad.  Entre sus intereses investigativos se encuentran los sistemas eléctricos de distribución, optimización matemática y planeamiento de redes en media y baja tensión.

Wilmar Contreras Sepúlveda, Universidad Distrital Francisco José de Caldas

nació en Bogotá, Colombia en 1991. Recibió el título de Ingeniero Eléctrico de la Universidad Distrital Francisco José de Caldas en el año 2022 y actualmente es candidato a Magister en Ingeniería con énfasis en Ingeniería Eléctrica en la misma universidad.  Entre sus intereses investigativos se encuentran los sistemas de transmisión de energía, sistemas eléctricos de distribución de energía eléctrica y planeamiento de redes en media tensión

References

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Published

2023-06-30

How to Cite

Montoya Giraldo, O. D., Riaño Enciso, L. M., & Contreras Sepúlveda, W. (2023). Optimal selection of conductors in distribution networks using the discrete version of the sine-cosine algorithm . Scientia Et Technica, 28(02), 66–72. https://doi.org/10.22517/23447214.25394

Issue

Vol. 28 No. 02 (2023): Abril-Junio

Section

Eléctrica

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