Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión

Autores:
Gómez Póveda, Mauricio
Sanabría Guachetá, Iván Ramiro
Montoya Giraldo, Oscar Danilo
Gil González, Walter
Rivas Trujillo, Edwin
Tipo de recurso:
Article of journal
Fecha de publicación:
2025
Institución:
Universidad Pedagógica y Tecnológica de Colombia
Repositorio:
RiUPTC: Repositorio Institucional UPTC
Idioma:
spa
OAI Identifier:
oai:repositorio.uptc.edu.co:001/18783
Acceso en línea:
https://doi.org/10.19053/uptc.01217488.v16.n2.2025.17667
Palabra clave:
Metodología híbrida
sistemas de distribución
algoritmo de manada de caballos salvajes
bancos de condensadores
Hybrid methodology
distribution systems
wild horse herd algorithm
capacitor bank
Rights
openAccess
License
https://creativecommons.org/licenses/by-nc-nd/4.0/deed.es
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repository_id_str
dc.title.es-ES.fl_str_mv Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
title Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
spellingShingle Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
Metodología híbrida
sistemas de distribución
algoritmo de manada de caballos salvajes
bancos de condensadores
Hybrid methodology
distribution systems
wild horse herd algorithm
capacitor bank
title_short Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
title_full Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
title_fullStr Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
title_full_unstemmed Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
title_sort Integración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensión
dc.creator.fl_str_mv Gómez Póveda, Mauricio
Sanabría Guachetá, Iván Ramiro
Montoya Giraldo, Oscar Danilo
Gil González, Walter
Rivas Trujillo, Edwin
dc.contributor.author.spa.fl_str_mv Gómez Póveda, Mauricio
Sanabría Guachetá, Iván Ramiro
Montoya Giraldo, Oscar Danilo
Gil González, Walter
Rivas Trujillo, Edwin
dc.subject.none.fl_str_mv Metodología híbrida
sistemas de distribución
algoritmo de manada de caballos salvajes
bancos de condensadores
Hybrid methodology
distribution systems
wild horse herd algorithm
capacitor bank
topic Metodología híbrida
sistemas de distribución
algoritmo de manada de caballos salvajes
bancos de condensadores
Hybrid methodology
distribution systems
wild horse herd algorithm
capacitor bank
publishDate 2025
dc.date.accessioned.none.fl_str_mv 2025-07-25 00:00:00
dc.date.available.none.fl_str_mv 2025-07-25 00:00:00
dc.date.issued.none.fl_str_mv 2025-07-25
dc.type.spa.fl_str_mv Artículo de revista
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dc.type.local.eng.fl_str_mv Journal article
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dc.type.content.spa.fl_str_mv Text
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dc.identifier.eissn.none.fl_str_mv 2462-7658
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dc.relation.references.spa.fl_str_mv J. D. Glover, T. J. Overbye y M. S. Sarma, Power system analysis & design. Cengage Learning, 2017. [2] R. Gholami, M. Shahabi y M.-R. Haghifam, “An efficient optimal capacitor allocation in DG embedded distribution networks with islanding operation capability of micro-grid using a new genetic based algorithm,” International Journal of Electrical Power & Energy Systems, vol. 71, págs. 335-343, oct. de 2015, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2015.03.005. [3] O. Samir, M. Abdel-Salam, M. Nayel y A. Elnozahy, “Effect of Series/Shunt Capacitors on the Performance of a Distribution Network with Motor Driven Loads,” Electric Power Systems Research, vol. 213, pág. 108 745, dic. de 2022, ISSN: 0378-7796. DOI: 10.1016/.epsr.2022.108745. [4] A. Eid, “Cost-based analysis and optimization of distributed generations and shunt capacitors incorporated into distribution systems with nonlinear demand modeling,” Expert Systems with Applications, vol. 198, pág. 116 844, jul. de 2022, ISSN:0957-4174. DOI: 10.1016/j.eswa.2022.116844. [5] W. J. Gil-González, A. R. Herrera-Orozco y A. Molina-Cabrera, “Stochastic Mixed-Integer Branch Flow Optimization for the Optimal Integration of Fixed-Step Capacitor Banks in Electrical Distribution Grids,” Ingeniería, vol. 29, n.o 1, e21340, ene. de 2024, ISSN: 0121-750X. DOI: 10.14483/23448393.21340. [6] O. D. Montoya, W. Gil-González y J. C. Hernández, “Efficient Integration of Fixed-Step Capacitor Banks and D-STATCOMs in Radial and Meshed Distribution Networks Considering Daily Operation Curves,” Energies, vol. 16, n.o 8, pág. 3532, abr. de 2023, ISSN: 1996-1073. DOI: 10.3390/en16083532. [7] S. K. Injeti, V. K. Thunuguntla y M. Shareef, “Optimal allocation of capacitor banks in radial distribution systems for minimization of real power loss and maximization of network savings using bioinspired optimization algorithms,” International Journal of Electrical Power &; Energy Systems, vol. 69, págs. 441-455, jul. de 2015, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2015.01.040. [8] L. D. Pereira, I. Yahyaoui, R. Fiorotti et al., “Optimal allocation of distributed generation and capacitor banks using probabilistic generation models with correlations,” Applied Energy, vol. 307, pág. 118 097, feb. de 2022, ISSN: 0306-2619. DOI: 10.1016/j.apenergy.2021.118097. [9] A. A. El-Fergany y A. Y. Abdelaziz, “Capacitor placement for net saving maximization and system stability enhancement in distribution networks using artificial bee colony-based approach,” International Journal of Electrical Power & Energy Systems, vol. 54, págs. 235-243, ene. de 2014, ISSN:0142-0615. DOI: 10.1016/j.ijepes.2013.07.015. [10] M. A. E.-s. Mohamed El-Saeed, A. F. Abdel-Gwaad y M. A.-f. Farahat, “Solving the capacitor placement problem in radial distribution networks,” Results in Engineering, vol. 17, pág. 100 870, mar. de 2023, ISSN: 2590-1230. DOI: 10.1016/j.rineng.2022.100870. [11] M. Shahzad, Q. Shafiullah, W. Akram, M. Arif y B. Ullah, “Reactive Power Support in Radial Distribution Network Using Mine Blast Algorithm,”Elektronika ir Elektrotechnika, vol. 27,n.o 4, págs. 33-40, ago. de 2021, ISSN: 1392-1215. DOI: 10.5755/j02.eie.28917. [12] A. Abdelaziz, E. Ali y S. Abd Elazim, “Flower Pollination Algorithm and Loss Sensitivity Factors for optimal sizing and placement of capacitors in radial distribution systems,” International Journal of Electrical Power & Energy Systems, vol. 78, págs. 207-214, jun. de 2016, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2015.11.059. [13] M. S. S. Azevedo, I. P. Abril, J. C. Leite y A. B. de Medeiros, “Capacitors placement by NSGA-II in distribution systems with non-linear loads,” International Journal of Electrical Power & Energy Systems, vol. 82, págs. 281-287, nov. de 2016, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2016.03.025. 14] T. Jayabarathi, T. Raghunathan, R. Sanjay, A. Jha, S. Mirjalili y S. H. C. Cherukuri, “Hybrid Grey Wolf Optimizer Based Optimal Capacitor Placement in Radial Distribution Systems,” Electric Power Components and Systems, vol. 50, n.o 8, págs. 413-425, mayo de 2022, ISSN: 1532-5016. DOI: 10.1080/15325008.2022.2132556. [15] M. H. Parvaneh, M. H. Moradi y S. M. Azimi, “The advantages of capacitor bank placement and demand response program execution on the optimal operation of isolated microgrids,” Electric Power Systems Research, vol. 220, pág. 109 345, jul. de 2023, ISSN: 0378-7796. DOI: 10.1016/j. epsr.2023.109345. [16] O. D. Montoya y W. Gil-González, “On the numerical analysis based on successive approximations for power flow problems in AC distribution systems,” Electric Power Systems Research, vol. 187, pág. 106 454, oct. de 2020, ISSN: 0378-7796. DOI:10.1016/j.epsr.2020.106454. [17] N. V. Sahinidis, “Mixed-integer nonlinear programming 2018,” Optimization and Engineering, vol. 20, n.o 2, págs. 301-306, abr. de 2019, ISSN:1573-2924. DOI: 10.1007/s11081-019-09438-1. [18] P. Belotti, J. Lee, L. Liberti, F. Margot y A. Wächter, “Branching and bounds tightening techniques for non-convex MINLP,” Optimization Methods and Software, vol. 24, n.o 4–5, págs. 597-634, oct. de 2009, ISSN: 1029-4937. DOI: 10.1080/10556780903087124. [19] P. Srivastava, R. Haider, V. J. Nair, V. Venkataramanan, A. M. Annaswamy y A. K. Srivastava, “Voltage regulation in distribution grids: A survey,” Annual Reviews in Control, vol. 55, págs. 165-181, 2023, ISSN: 1367-5788. DOI: 10.1016/j.arcontrol.2023.03.008. [20] J. A. Guzmán-Henao, B. Cortés-Caicedo, B. J. Restrepo-Cuestas, R. I. Bolaños y L. F. Grisales-Noreña, “Optimal integration of photovoltaic generators into urban and rural power distribution systems,” Solar Energy, vol. 270, pág. 112 400, mar. de 2024, ISSN: 0038-092X. DOI: 10.1016/j.solener.2024.112400. [21] M. H. Ali, S. Kamel, M. H. Hassan, M. Tostado-Véliz y H. M. Zawbaa, “An improved wild horse optimization algorithm for reliability based optimal DG planning of radial distribution networks,” Energy Reports, vol. 8, págs. 582-604, nov. de 2022, ISSN: 2352-4847. DOI: 10.1016/ j .egyr.2021.12.023. [22] L. Grisales-Noreña, J. Morales-Duran, S. Velez-Garcia, O. D. Montoya yW. Gil-González, “Power flow methods used in AC distribution networks: An analysis of convergence and processing times in radial and meshed grid configurations,” Results in Engineering, vol. 17, pág. 100 915, mar. de 2023, ISSN: 2590-1230. DOI: 10.1016/j.rineng.2023.100915. [23] I. Naruei y F. Keynia, “Wild horse optimizer: a new meta-heuristic algorithm for solving engineering optimization problems,” Engineering with Computers, vol. 38, n.o S4, págs. 3025-3056, jun. de 2021, ISSN: 1435-5663. DOI: 10.1007/s00366-021-01438-z. [24] F. MiarNaeimi, G. Azizyan y M. Rashki, “Horse herd optimization algorithm: A nature-inspired algorithm for high-dimensional optimization problems,” Knowledge-Based Systems, vol. 213, pág. 106 711, feb. de 2021, ISSN: 0950-7051. DOI: 10.1016/j.knosys.2020.106711. [25] P. Vasanthkumar, A. Revathi, G. Ramya Devi, R. Kavitha, A. Muniappan y C. Karthikeyan, “Improved wild horse optimizer with deep learning enabled battery management system for internet of things based hybrid electric vehicles,” Sustainable Energy Technologies and Assessments, vol. 52, pág. 102 281, ago. de 2022, ISSN: 2213-1388. DOI: 10.1016/j.seta.2022.102281. [26] P. Vasanthkumar, N. Senthilkumar, K. S. Rao et al., “Improving energy consumption prediction for residential buildings using Modified Wild Horse Optimization with Deep Learning model,” Chemosphere, vol. 308, pág. 136 277, dic. de 2022, ISSN: 0045-6535. DOI: 10.1016/j.chemosphere. 2022.136277. [27] O. D. Montoya,W. Gil-González y A. Garcés, “On the Conic Convex Approximation to Locate and Size Fixed-Step Capacitor Banks in Distribution Networks,” Computation, vol. 10, n.o 2, pág. 32, feb. de 2022, ISSN: 2079-3197. DOI: 10.3390/computation10020032. [28] O. D. Montoya, W. Gil-González y J. C. Hernández, “Efficient Operative Cost Reduction in Distribution Grids Considering the Optimal Placement and Sizing of D-STATCOMs Using a Discrete-Continuous VSA,” Applied Sciences, vol. 11, n.o 5, pág. 2175, mar. de 2021, ISSN: 2076-3417. DOI:10.3390/app11052175. [29] Y. Mohamed Shuaib, M. Surya Kalavathi y C. Christober Asir Rajan, “Optimal capacitor placement in radial distribution system using Gravitational Search Algorithm,” International Journal of Electrical Power & Energy Systems, vol. 64, págs. 384-397, ene. de 2015, ISSN: 0142-0615.DOI: 10.1016/j.ijepes.2014.07.041. [30] A. R. Abul’Wafa, “Optimal capacitor allocation in radial distribution systems for loss reduction: A two stage method,” Electric Power Systems Research, vol. 95, págs. 168-174, feb. de 2013, ISSN: 0378-7796. DOI: 10.1016/j.epsr.2012.09.004. [31] A. R. Abul’Wafa, “Optimal capacitor placement for enhancing voltage stability in distribution systems using analytical algorithm and Fuzzy-Real Coded GA,” International Journal of Electrical Power & Energy Systems, vol. 55, págs. 246-252, feb. de 2014, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2013.09.014. [32] V. Tamilselvan, T. Jayabarathi, T. Raghunathan y X.-S. Yang, “Optimal capacitor placement in radial distribution systems using flower pollination algorithm,” Alexandria Engineering Journal, vol. 57, n.o 4, págs. 2775-2786, dic. de 2018, ISSN:1110-0168. DOI: 10.1016/j.aej.2018.01.004. [33] S. Sultana y P. K. Roy, “Optimal capacitor placement in radial distribution systems using teaching learning based optimization,” International Journal of Electrical Power & Energy Systems, vol. 54, págs. 387-398, ene. de 2014, ISSN:
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spelling Gómez Póveda, MauricioSanabría Guachetá, Iván RamiroMontoya Giraldo, Oscar DaniloGil González, WalterRivas Trujillo, Edwin2025-07-25 00:00:002025-07-25 00:00:002025-07-250121-748810.19053/uptc.01217488.v16.n2.2025.176672462-7658https://doi.org/10.19053/uptc.01217488.v16.n2.2025.17667application/pdfspaUniversidad Pedagógica y Tecnológica de Colombiahttps://creativecommons.org/licenses/by-nc-nd/4.0/deed.esinfo:eu-repo/semantics/openAccessEsta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0.http://purl.org/coar/access_right/c_abf2https://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/view/17667Metodología híbridasistemas de distribuciónalgoritmo de manada de caballos salvajesbancos de condensadoresHybrid methodologydistribution systemswild horse herd algorithmcapacitor bankIntegración eficiente de bancos de condensadores para minimizar costos de inversión y operación en sistemas de distribución de media tensiónArtículo de revistahttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/articleJournal articleinfo:eu-repo/semantics/publishedVersionTexthttp://purl.org/coar/version/c_970fb48d4fbd8a85J. D. Glover, T. J. Overbye y M. S. Sarma, Power system analysis & design. Cengage Learning, 2017. [2] R. Gholami, M. Shahabi y M.-R. Haghifam, “An efficient optimal capacitor allocation in DG embedded distribution networks with islanding operation capability of micro-grid using a new genetic based algorithm,” International Journal of Electrical Power & Energy Systems, vol. 71, págs. 335-343, oct. de 2015, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2015.03.005. [3] O. Samir, M. Abdel-Salam, M. Nayel y A. Elnozahy, “Effect of Series/Shunt Capacitors on the Performance of a Distribution Network with Motor Driven Loads,” Electric Power Systems Research, vol. 213, pág. 108 745, dic. de 2022, ISSN: 0378-7796. DOI: 10.1016/.epsr.2022.108745. [4] A. Eid, “Cost-based analysis and optimization of distributed generations and shunt capacitors incorporated into distribution systems with nonlinear demand modeling,” Expert Systems with Applications, vol. 198, pág. 116 844, jul. de 2022, ISSN:0957-4174. DOI: 10.1016/j.eswa.2022.116844. [5] W. J. Gil-González, A. R. Herrera-Orozco y A. Molina-Cabrera, “Stochastic Mixed-Integer Branch Flow Optimization for the Optimal Integration of Fixed-Step Capacitor Banks in Electrical Distribution Grids,” Ingeniería, vol. 29, n.o 1, e21340, ene. de 2024, ISSN: 0121-750X. DOI: 10.14483/23448393.21340. [6] O. D. Montoya, W. Gil-González y J. C. Hernández, “Efficient Integration of Fixed-Step Capacitor Banks and D-STATCOMs in Radial and Meshed Distribution Networks Considering Daily Operation Curves,” Energies, vol. 16, n.o 8, pág. 3532, abr. de 2023, ISSN: 1996-1073. DOI: 10.3390/en16083532. [7] S. K. Injeti, V. K. Thunuguntla y M. Shareef, “Optimal allocation of capacitor banks in radial distribution systems for minimization of real power loss and maximization of network savings using bioinspired optimization algorithms,” International Journal of Electrical Power &; Energy Systems, vol. 69, págs. 441-455, jul. de 2015, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2015.01.040. [8] L. D. Pereira, I. Yahyaoui, R. Fiorotti et al., “Optimal allocation of distributed generation and capacitor banks using probabilistic generation models with correlations,” Applied Energy, vol. 307, pág. 118 097, feb. de 2022, ISSN: 0306-2619. DOI: 10.1016/j.apenergy.2021.118097. [9] A. A. El-Fergany y A. Y. Abdelaziz, “Capacitor placement for net saving maximization and system stability enhancement in distribution networks using artificial bee colony-based approach,” International Journal of Electrical Power & Energy Systems, vol. 54, págs. 235-243, ene. de 2014, ISSN:0142-0615. DOI: 10.1016/j.ijepes.2013.07.015. [10] M. A. E.-s. Mohamed El-Saeed, A. F. Abdel-Gwaad y M. A.-f. Farahat, “Solving the capacitor placement problem in radial distribution networks,” Results in Engineering, vol. 17, pág. 100 870, mar. de 2023, ISSN: 2590-1230. DOI: 10.1016/j.rineng.2022.100870. [11] M. Shahzad, Q. Shafiullah, W. Akram, M. Arif y B. Ullah, “Reactive Power Support in Radial Distribution Network Using Mine Blast Algorithm,”Elektronika ir Elektrotechnika, vol. 27,n.o 4, págs. 33-40, ago. de 2021, ISSN: 1392-1215. DOI: 10.5755/j02.eie.28917. [12] A. Abdelaziz, E. Ali y S. Abd Elazim, “Flower Pollination Algorithm and Loss Sensitivity Factors for optimal sizing and placement of capacitors in radial distribution systems,” International Journal of Electrical Power & Energy Systems, vol. 78, págs. 207-214, jun. de 2016, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2015.11.059. [13] M. S. S. Azevedo, I. P. Abril, J. C. Leite y A. B. de Medeiros, “Capacitors placement by NSGA-II in distribution systems with non-linear loads,” International Journal of Electrical Power & Energy Systems, vol. 82, págs. 281-287, nov. de 2016, ISSN: 0142-0615. DOI: 10.1016/j.ijepes.2016.03.025. 14] T. Jayabarathi, T. Raghunathan, R. Sanjay, A. Jha, S. Mirjalili y S. H. C. Cherukuri, “Hybrid Grey Wolf Optimizer Based Optimal Capacitor Placement in Radial Distribution Systems,” Electric Power Components and Systems, vol. 50, n.o 8, págs. 413-425, mayo de 2022, ISSN: 1532-5016. DOI: 10.1080/15325008.2022.2132556. [15] M. H. Parvaneh, M. H. Moradi y S. M. Azimi, “The advantages of capacitor bank placement and demand response program execution on the optimal operation of isolated microgrids,” Electric Power Systems Research, vol. 220, pág. 109 345, jul. de 2023, ISSN: 0378-7796. DOI: 10.1016/j. epsr.2023.109345. [16] O. D. Montoya y W. Gil-González, “On the numerical analysis based on successive approximations for power flow problems in AC distribution systems,” Electric Power Systems Research, vol. 187, pág. 106 454, oct. de 2020, ISSN: 0378-7796. DOI:10.1016/j.epsr.2020.106454. [17] N. V. Sahinidis, “Mixed-integer nonlinear programming 2018,” Optimization and Engineering, vol. 20, n.o 2, págs. 301-306, abr. de 2019, ISSN:1573-2924. DOI: 10.1007/s11081-019-09438-1. [18] P. Belotti, J. Lee, L. Liberti, F. Margot y A. Wächter, “Branching and bounds tightening techniques for non-convex MINLP,” Optimization Methods and Software, vol. 24, n.o 4–5, págs. 597-634, oct. de 2009, ISSN: 1029-4937. DOI: 10.1080/10556780903087124. [19] P. Srivastava, R. Haider, V. J. Nair, V. Venkataramanan, A. M. Annaswamy y A. K. Srivastava, “Voltage regulation in distribution grids: A survey,” Annual Reviews in Control, vol. 55, págs. 165-181, 2023, ISSN: 1367-5788. DOI: 10.1016/j.arcontrol.2023.03.008. [20] J. A. Guzmán-Henao, B. Cortés-Caicedo, B. J. Restrepo-Cuestas, R. I. Bolaños y L. F. Grisales-Noreña, “Optimal integration of photovoltaic generators into urban and rural power distribution systems,” Solar Energy, vol. 270, pág. 112 400, mar. de 2024, ISSN: 0038-092X. DOI: 10.1016/j.solener.2024.112400. [21] M. H. Ali, S. Kamel, M. H. Hassan, M. Tostado-Véliz y H. M. 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Roy, “Optimal capacitor placement in radial distribution systems using teaching learning based optimization,” International Journal of Electrical Power & Energy Systems, vol. 54, págs. 387-398, ene. de 2014, ISSN:5223916Ciencia en Desarrollohttps://revistas.uptc.edu.co/index.php/ciencia_en_desarrollo/article/download/17667/16586Núm. 2 , Año 2025 : Vol. 16 Núm. 2 (2025): Vol. 16 Núm. 2 (2025): Vol 16, Núm.2 (2025): Julio-DiciembrePublicationOREORE.xmltext/xml2957https://repositorio.uptc.edu.co/bitstreams/1797aca7-eda3-44f4-aa52-de15516c2083/download2cbf2166f0bb684b7191e6cdbca68016MD51falseAnonymousREAD001/18783oai:repositorio.uptc.edu.co:001/187832026-10-30 07:04:01.981https://creativecommons.org/licenses/by-nc-nd/4.0/deed.esmetadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCbdigital@metabiblioteca.com

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