DOI:

https://doi.org/10.14483/23448393.22049

Published:

2024-11-11

Issue:

Vol. 29 No. 3 (2024): September-December

Section:

Electrical, Electronic and Telecommunications Engineering

Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem

Análisis comparativo de las herramientas computacionales Julia y AMPL utilizadas en el problema de optimización de redes de distribución radiales

Authors

Keywords:

mathematical optimization, distribution power networks, solvers, optimal capacitor placement, optimal distributed generation allocation (en).

Keywords:

optimización matemática, redes de distribución eléctrica, solucionadores, colocación óptima de condensadores, asignación óptima de generación distribuida (es).

References

R. Dos Reis Gonçalves, “Modelos de programação linear inteira Mista para resolver problemas de Otimização de sistemas de distribuição de Energia elétrica radiais,” PhD thesis, Dept. Electrical Eng., Universidade Estadual Paulista, Ilha Solteira, BRA 2013. [Online]. Available: https://repositorio.unesp.br/items/bd089af3-8e0b-4ee7-a33b-d7f7a42a4170

L. A. Gallego Pareja, J. M. Lopez Lezama, and O. Gomez Carmona, “Optimal placement of capacitors, voltage regulators, and distributed generators in electric power distribution systems,” Ingeniería, vol. 25, no. 3, pp. 334-354, Oct. 2020. https://doi.org/10.14483/23448393.16925

A. Karbowski and K. Wyskiel, “Comparative study of AMPL, Pyomo and JuMP optimization modeling languages on a flood control problem example,” Pomiary Automatyka Robotyka, vol. 25, no. 4, pp. 19-24, Dec. 2021. https://doi.org/10.14313/par_242/19

I. Dunning, J. Huchette, and M. Lubin, “JuMP: A Modeling Language for Mathematical Optimization,” SIAM Rev., vol. 59, no. 2, pp-295-320, Sep. 2017. https://doi.org/10.1137/15M1020575

M.-B. Lucioograndinetti and A. Editors, “Springer proceedings in mathematics & statistics,” 2014. [Online]. Available: http://www.springer.com/series/10533

R. Anand, D. Aggarwal, and V. Kumar, “A comparative analysis of optimization solvers,” J. Stat. Manag. Syst., vol. 20, no. 4, pp. 623-635, Jul. 2017. https://doi.org/10.1080/09720510.2017.1395182

L. A. Gallego, J. M. López-Lezama, and O. G. Carmona, “A mixed-integer linear programming model for simultaneous optimal reconfiguration and optimal placement of capacitor banks in distribution networks,” IEEE Access, vol. 10, pp. 52655-52673, 2022. https://doi.org/10.1109/ACCESS.2022.3175189

J. C. Hoyos Vallejo, “Análisis de herramientas computacionales libres utilizadas en el modelado y en la solución del problema de optimización en la ubicación de capacitores y de la generación en redes de distribución radiales,” Undergraduate Thesis, Dept. Engineering, Universidad Autónoma de Occidente, Cali, Colombia, 2023. [Online]. Available: https://red.uao.edu.co/handle/10614/15108

Norma Técnica: Calidad de la potencia de redes de distribución, Empresas Públicas de Medellín, Colombia, 2019, pp.11-12.

J. C. Hoyos, “Repositorio código AMPL - JuMP.” [Online]. Available: https://github.com/camilohoyos0499/Code

“Documentation for JuMP,” JuMP. [Online]. Available: https://jump.dev/JuMP.jl/stable/

R. Fourer, D. M. Gay, and B. W. Kernighan, “AMPL: A modeling language for mathematical programming, second edition,” 2003. [Online]. Available: https://vanderbei.princeton.edu/307/textbook/AMPLbook.pdf

How to Cite

APA

Hoyos Vallejo, J. C., and Quintero Restrepo, J. (2024). Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem. Ingeniería, 29(3), e22049. https://doi.org/10.14483/23448393.22049

ACM

[1]
Hoyos Vallejo, J.C. and Quintero Restrepo, J. 2024. Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem. Ingeniería. 29, 3 (Nov. 2024), e22049. DOI:https://doi.org/10.14483/23448393.22049.

ACS

(1)
Hoyos Vallejo, J. C.; Quintero Restrepo, J. Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem. Ing. 2024, 29, e22049.

ABNT

HOYOS VALLEJO, Juan Camilo; QUINTERO RESTREPO, Jaime. Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem. Ingeniería, [S. l.], v. 29, n. 3, p. e22049, 2024. DOI: 10.14483/23448393.22049. Disponível em: https://revistas.udistrital.edu.co/index.php/reving/article/view/22049. Acesso em: 8 jan. 2026.

Chicago

Hoyos Vallejo, Juan Camilo, and Jaime Quintero Restrepo. 2024. “Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem”. Ingeniería 29 (3):e22049. https://doi.org/10.14483/23448393.22049.

Harvard

Hoyos Vallejo, J. C. and Quintero Restrepo, J. (2024) “Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem”, Ingeniería, 29(3), p. e22049. doi: 10.14483/23448393.22049.

IEEE

[1]
J. C. Hoyos Vallejo and J. Quintero Restrepo, “Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem”, Ing., vol. 29, no. 3, p. e22049, Nov. 2024.

MLA

Hoyos Vallejo, Juan Camilo, and Jaime Quintero Restrepo. “Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem”. Ingeniería, vol. 29, no. 3, Nov. 2024, p. e22049, doi:10.14483/23448393.22049.

Turabian

Hoyos Vallejo, Juan Camilo, and Jaime Quintero Restrepo. “Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem”. Ingeniería 29, no. 3 (November 11, 2024): e22049. Accessed January 8, 2026. https://revistas.udistrital.edu.co/index.php/reving/article/view/22049.

Vancouver

1.
Hoyos Vallejo JC, Quintero Restrepo J. Comparative Analysis of the Julia and AMPL Computational Tools Used in the Radial Distribution Network Optimization Problem. Ing. [Internet]. 2024 Nov. 11 [cited 2026 Jan. 8];29(3):e22049. Available from: https://revistas.udistrital.edu.co/index.php/reving/article/view/22049

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