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.

Downloads

Download data is not yet available.

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

[1]M. Lavorato, J. F. Franco, M. J. Rider and R. Romero, "Imposing Radiality Constraints in Distribution System Optimization Problems," in IEEE Transactions on Power Systems, vol. 27, no. 1, pp. 172-180, Feb. 2012, DOI: https://doi.org/10.1109/TPWRS.2011.2161349

[2] O. D. Montoya, A. Grajales, and R. A. Hincapié I., "Selección óptima de conductores en sistemas de distribución empleando el algoritmo búsqueda tabú," Ingeniare. Rev. Chil. Ing., vol. 26, no. 2, pp. 283-295, 2018, DOI: https://doi.org/10.4067/S0718-33052018000200283

[3]O. D. Montoya, A. Garces and C. A. Castro, "Optimal Conductor Size Selection in Radial Distribution Networks Using a Mixed-Integer Non-Linear Programming Formulation," in IEEE Latin America Transactions, vol. 16, no. 8, pp. 2213-2220, Aug. 2018, DOI: https://doi.org/10.1109/TLA.2018.8528237

[4] J. Castilho Neto, and A. M. Cossi, "Alocação de Cabos em Redes de Distribuição de Energia Elétrica de Média Tensão (MT) Utilizando Algoritmo Chu-Beasley," Simpósio Brasileiro de Sistemas Elétricos, SBSE, 2012, http://www.swge.inf.br/anais/sbse2012/PDFS/ARTIGOS/95891.PDF

[5] S. M. Ismael, S. H. E. A. Aleem and A. Y. Abdelaziz, "Optimal selection of conductors in Egyptian radial distribution systems using sine-cosine optimization algorithm," 2017 Nineteenth International Middle East Power Systems Conference (MEPCON), 2017, pp. 103-107, DOI: https://doi.org/10.1109/MEPCON.2017.8301170

[6] M. Granada-Echeverri, R. A. Hincapié-Isaza, and R. A. Gallego-Rendón, "Planeamiento de Sistemas de Distribución de Energía Eléctrica Usando Branch and Bound," Ingeniería, 10(2), 44-50. 2005.

[7] O. D. Montoya, A. Grajales, R. A. Hincapié, M. Granada and R. A. Gallego, "Methodology for optimal distribution system planning considering automatic reclosers to improve reliability indices," 2014 IEEE PES Transmission & Distribution Conference and Exposition - Latin America (PES T&D-LA), 2014, pp. 1-6, DOI: https://doi.org/10.1109/TDC-LA.2014.6955232

[8] J. F. Martínez-Gil, N. A. Moyano-García, O. D. Montoya, and J. A. Alarcon-Villamil, "Optimal Selection of Conductors in Three-Phase Distribution Networks Using a Discrete Version of the Vortex Search Algorithm," Computation 2021, 9(7), 80. DOI: https://doi.org/10.3390/computation9070080

[9] A. Y. Abdelaziz, and A. Fathy, "A novel approach based on crow search algorithm for optimal selection of conductor size in radial distribution networks," Engineering Science and Technology, an International Journal, 2017, 20(2), pp. 391-402; DOI: https://doi.org/10.1016/j.jestch.2017.02.004

[10] O. D. Montoya, F. M. Serra, C. H. De Angelo, H. R. Chamorro, and L. Alvarado-Barrios, "Heuristic Methodology for Planning AC Rural Medium-Voltage Distribution Grids," Energies 2021, 14(16), 5141; DOI: https://doi.org/10.3390/en14165141

[11] F. Mendoza, D. Requena, J. L. Bemal-agustin and J. A. Dominguez-navarro, "Optimal Conductor Size Selection in Radial Power Distribution Systems Using Evolutionary Strategies," 2006 IEEE/PES Transmission & Distribution Conference and Exposition: Latin America, 2006, pp. 1-5, DOI: https://doi.org/10.1109/TDCLA.2006.311451

[12] S. Manikandan, S. Sasitharan, J. V. Rao and V. Moorthy, "Analysis of optimal conductor selection for radial distribution systems using DPSO," 2016 3rd International Conference on Electrical Energy Systems (ICEES), 2016, pp. 96-101, DOI: https://doi.org/10.1109/ICEES.2016.7510623

[13] I. Kabir, I. Musa and A.D. Usman, "Optimal Conductor Selection in Radial Distribution Network Using Bat and Genetic Algorithm." Computing and Information Systems, vol. 23, no. 1, Feb. 2019, pp. 26+. Gale Academic.

[14] Seyedali Mirjalili, "SCA: A Sine Cosine Algorithm for solving optimization problems," Knowledge-Based Systems, vol. 96, 2016, pp. 120-133, DOI: https://doi.org/10.1016/j.knosys.2015.12.022

[15] Abualigah, L., Diabat, A. "Advances in Sine Cosine Algorithm: A comprehensive survey," Artif Intell Rev 54, 2567-2608 (2021). DOI: https://doi.org/10.1007/s10462-020-09909-3

[16] O. D. Montoya, A. Molina-Cabrera, H. R. Chamorro, L. Alvarado-Barrios, and E. Rivas-Trujillo, "A Hybrid Approach Based on SOCP and the Discrete Version of the SCA for Optimal Placement and Sizing DGs in AC Distribution Networks," Electronics 2021, 10(1), 26; DOI: https://doi.org/10.3390/electronics10010026

[17]S. Y. Bocanegra, O. D. Montoya, and A. Molina, "Sine-cosine optimization approach applied to the parametric estimation in single-phase transformers by considering voltage and current measures», DYNA, vol. 88, no. 219, pp. 19-27, nov. 2021. DOI: https://doi.org/10.15446/dyna.v88n219.93670

Downloads

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 2023

Section

Eléctrica

License

Copyright (c) 2023 Scientia et Technica

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

Copyrights

The journal is free open access. The papers are published under the Creative Commons Attribution / Attribution-NonCommercial-NoDerivatives 4.0 International - CC BY-NC-ND 4.0 license. For this reason, the author or authors of a manuscript accepted for publication will yield all the economic rights to the Universidad Tecnológica of Pereira free of charge, taking into account the following:

In the event that the submitted manuscript is accepted for publication, the authors must grant permission to the journal, in unlimited time, to reproduce, to edit, distribute, exhibit and publish anywhere, either by means printed, electronic, databases, repositories, optical discs, Internet or any other required medium. In all cases, the journal preserves the obligation to respect, the moral rights of the authors, contained in article 30 of Law 23 of 1982 of the Government Colombian.

The transferors using ASSIGNMENT OF PATRIMONIAL RIGHTS letter declare that all the material that is part of the article is entirely free of copyright.  Therefore, the authors are responsible for any litigation or related claim to intellectual property rights. They exonerate of all responsibility to the Universidad Tecnológica of Pereira (publishing entity) and the Scientia et Technica journal. Likewise, the authors accept that the work presented will be distributed in free open access, safeguarding copyright under the Creative Commons Attribution / Recognition-NonCommercial-NoDerivatives 4.0 International - https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es license.