Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm

Autores:: Giraldo-Aizales, Dallany
Montoya-Giraldo, Oscar-Danilo
Gil-González, Walter

Tipo de recurso:: Article of journal

Fecha de publicación:: 2025

Institución:: Universidad Pedagógica y Tecnológica de Colombia

Repositorio:: RiUPTC: Repositorio Institucional UPTC

Idioma:

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dc.title.en-US.fl_str_mv	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
title	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
spellingShingle	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm Thyristor-based switched capacitors Medium-voltage distribution networks Optimal reactive power compensation Artificial hummingbird algorithm Annual operating costs minimization Algoritmo artificial del colibrí Condensadores conmutados basados en tiristores Compensación óptima de potencia reactiva Minimización de los costos operativos anuales Redes de distribución de media tensión
title_short	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
title_full	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
title_fullStr	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
title_full_unstemmed	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
title_sort	Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm
dc.creator.fl_str_mv	Giraldo-Aizales, Dallany Montoya-Giraldo, Oscar-Danilo Gil-González, Walter
dc.contributor.author.eng.fl_str_mv	Giraldo-Aizales, Dallany Montoya-Giraldo, Oscar-Danilo Gil-González, Walter
dc.subject.none.fl_str_mv	Thyristor-based switched capacitors Medium-voltage distribution networks Optimal reactive power compensation Artificial hummingbird algorithm Annual operating costs minimization Algoritmo artificial del colibrí Condensadores conmutados basados en tiristores Compensación óptima de potencia reactiva Minimización de los costos operativos anuales Redes de distribución de media tensión
topic	Thyristor-based switched capacitors Medium-voltage distribution networks Optimal reactive power compensation Artificial hummingbird algorithm Annual operating costs minimization Algoritmo artificial del colibrí Condensadores conmutados basados en tiristores Compensación óptima de potencia reactiva Minimización de los costos operativos anuales Redes de distribución de media tensión
publishDate	2025
dc.date.accessioned.none.fl_str_mv	2025-06-17 00:00:00 2026-04-16T17:47:42Z
dc.date.available.none.fl_str_mv	2025-06-17 00:00:00
dc.date.issued.none.fl_str_mv	2025-06-17
dc.type.spa.fl_str_mv	Artículo de revista
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dc.relation.references.none.fl_str_mv	N. Santamaria-Henao, O. D. Montoya, C. L. Trujillo-Rodríguez, “Optimal Siting and Sizing of FACTS in Distribution Networks Using the Black Widow Algorithm,” Algorithms, vol. 16, e225, 2023. https://doi.org/10.3390/a16050225 E. Kabalci, “Reactive power compensation in AC power systems,” in Reactive Power Control in AC Power Systems: Fundamentals and Current Issues, pp. 275-315, 2017. https://doi.org/10.1007/978-3-319-51118-4_10 F. O. Igbinovia, G. Fandi, J. Švec, Z. Müller, J. Tlusty, “Comparative review of reactive power compensation technologies,” in 16th International Scientific Conference on Electric Power Engineering (EPE), 2015. https://doi.org/10.1109/EPE.2015.7161066 K. Pal, K. Verma, R. Gandotra, “Optimal location of FACTS devices with EVCS in power system network using PSO,” e-Prime-Advances in Electrical Engineering, Electronics and Energy, vol. 2024, e100482, 2024. https://doi.org/10.1016/j.prime.2024.100482 I. M. Jawad, A. Q. Abdulrasool, A. Q. Mohammed, W. S. Majeed, H. T. H. Salim ALRikabi, “The optimal allocation of thyristor-controlled series compensators for enhancement HVAC transmission lines Iraqi super grid by using seeker optimization algorithm,” Open Engineering, vol. 14, e20220499, 2024. https://doi.org/10.1515/eng-2022-0499 H. B. Tolabi, M. H. Ali, M. Rizwan, "Simultaneous reconfiguration, optimal placement of DSTATCOM, and photovoltaic array in a distribution system based on fuzzy-ACO approach," IEEE Transactions on sustainable Energy, vol. 6, pp. 210-218, 2014. https://doi.org/10.1109/TSTE.2014.2364230 A. R. Gupta, A. Kumar, “Energy savings using D-STATCOM placement in radial distribution system,” Procedia Computer Science, vol. 70, pp. 558-564, 2015. https://doi.org/10.1016/j.procs.2015.10.100 R. Sirjani, A. R. Jordehi, “Optimal placement and sizing of distribution static compensator (D-STATCOM) in electric distribution networks: A review,” Renewable and Sustainable Energy Reviews, vol. 77, pp. 688-694, 2017. https://doi.org/10.1016/j.rser.2017.04.035 S. Rezaeian Marjani, V. Talavat, S. Galvani, “Optimal allocation of D-STATCOM and reconfiguration in radial distribution network using MOPSO algorithm in TOPSIS framework,” International Transactions on Electrical Energy Systems, vol. 29, e2723, 2019. https://doi.org/10.1002/etep.2723 W. Gil-González, “Optimal Placement and Sizing of D-STATCOMs in Electrical Distribution Networks Using a Stochastic Mixed-Integer Convex Model,” Electronics, vol. 12, e1565, 2023. https://doi.org/10.3390/electronics12071565 O. D. Montoya, W. J. Gil González, L. F. Grisales-Noreña, D. Giral, A. Molina-Cabrera, “On the optimal reconfiguration of radial AC distribution networks using an MINLP formulation: A GAMS-based approach,” Ingeniería e Investigación, vol. 42, e91192, 2021. https://doi.org/10.15446/ing.investig.91192 P. Srivastava, R. Haider, V. J. Nair, V. Venkataramanan, A. M. Annaswamy, A. K. Srivastava, “Voltage regulation in distribution grids: A survey,” Annual Reviews in Control, vol. 55, pp. 165-181, 2023. https://doi.org/10.1016/j.arcontrol.2023.03.008 L. F. Grisales-Noreña, B. Cortés-Caicedo, O. D. Montoya, J. C. Hernandéz, G. Alcalá, “A battery energy management system to improve the financial, technical, and environmental indicators of Colombian urban and rural networks,” Journal of Energy Storage, vol. 65, e107199, 2023. https://doi.org/10.1016/j.est.2023.107199 K. Balamurugan, D. Srinivasan, “Review of power flow studies on distribution network with distributed generation,” in IEEE Ninth International Conference on Power Electronics and Drive Systems, 2011. https://doi.org/10.1109/PEDS.2011.614728 O. D. Montoya, A. Molina-Cabrera, J. C. Hernández, “A Comparative Study on Power Flow Methods Applied to AC Distribution Networks with Single-Phase Representation,” Electronics, vol. 10, e2573, 2021. https://doi.org/10.3390/electronics10212573 H. Bakır, “A novel artificial hummingbird algorithm improved by natural survivor method,” Neural Computing and Applications, vol. 36, pp. 16873-16897, 2024. https://doi.org/10.1007/s00521-024-09928-z W. Zhao, L. Wang, S. Mirjalili, “Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications,” Computer Methods in Applied Mechanics and Engineering, vol. 388, e114194, 2022. https://doi.org/10.1016/j.cma.2021.114194 H. Bakır, “Enhanced artificial hummingbird algorithm for global optimization and engineering design problems,” Advances in Engineering Software, vol. 194, e103671, 2024. https://doi.org/10.1016/j.advengsoft.2024.103671 M. Hosseinzadeh, A. M. Rahmani, F. M. Husari, O. M. Alsalami, M. Marzougui, G. N. Nguyen, S.-W. Lee, “A Survey of Artificial Hummingbird Algorithm and Its Variants: Statistical Analysis, Performance Evaluation, and Structural Reviewing,” in Archives of Computational Methods in Engineering, 2024. https://doi.org/10.1007/s11831-024-10135-1 M. M. Emam, E. H. Houssein, M. A. Tolba, M. M. Zaky, M. Hamouda Ali, “Application of modified artificial hummingbird algorithm in optimal power flow and generation capacity in power networks considering renewable energy sources,” Scientific Reports, vol. 13, 2023. V. M. Garrido-Arévalo, W. Gil-González, O. D. Montoya, L. F. Grisales-Noreña, J. C. Hernández, “Optimal Dispatch of DERs and Battery-Based ESS in Distribution Grids While Considering Reactive Power Capabilities and Uncertainties: A Second-Order Cone Programming Formulation,” IEEE Access, vol. 12, pp. 48497-48510, 2024.
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dc.relation.ispartofjournal.eng.fl_str_mv	Revista Facultad de Ingeniería
dc.relation.bitstream.none.fl_str_mv	https://revistas.uptc.edu.co/index.php/ingenieria/article/download/18244/15779 https://revistas.uptc.edu.co/index.php/ingenieria/article/download/18244/15830
dc.relation.citationedition.eng.fl_str_mv	Núm. 71 , Año 2025 : January-March 2025 (Continuos Publication)
dc.rights.none.fl_str_mv	Dallany Giraldo-Aizales, Oscar-Danilo Montoya-Giraldo, Walter Gil-González - 2025
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spelling	Giraldo-Aizales, DallanyMontoya-Giraldo, Oscar-DaniloGil-González, Walter2025-06-17 00:00:002026-04-16T17:47:42Z2025-06-17 00:00:002025-06-170121-1129https://repositorio.uptc.edu.co/handle/001/2159810.19053/uptc.01211129.v34.n71.2025.182442357-5328https://doi.org/10.19053/uptc.01211129.v34.n71.2025.18244application/pdftext/xmlUniversidad Pedagógica y Tecnológica de ColombiaDallany Giraldo-Aizales, Oscar-Danilo Montoya-Giraldo, Walter Gil-González - 2025https://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessThis work is licensed under a Creative Commons Attribution 4.0 International License.http://purl.org/coar/access_right/c_abf2https://revistas.uptc.edu.co/index.php/ingenieria/article/view/18244Thyristor-based switched capacitorsMedium-voltage distribution networksOptimal reactive power compensationArtificial hummingbird algorithmAnnual operating costs minimizationAlgoritmo artificial del colibríCondensadores conmutados basados en tiristoresCompensación óptima de potencia reactivaMinimización de los costos operativos anualesRedes de distribución de media tensiónReactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird AlgorithmArtículo 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_970fb48d4fbd8a85N. Santamaria-Henao, O. D. Montoya, C. L. Trujillo-Rodríguez, “Optimal Siting and Sizing of FACTS in Distribution Networks Using the Black Widow Algorithm,” Algorithms, vol. 16, e225, 2023. https://doi.org/10.3390/a16050225E. Kabalci, “Reactive power compensation in AC power systems,” in Reactive Power Control in AC Power Systems: Fundamentals and Current Issues, pp. 275-315, 2017. https://doi.org/10.1007/978-3-319-51118-4_10F. O. Igbinovia, G. Fandi, J. Švec, Z. Müller, J. Tlusty, “Comparative review of reactive power compensation technologies,” in 16th International Scientific Conference on Electric Power Engineering (EPE), 2015. https://doi.org/10.1109/EPE.2015.7161066K. Pal, K. Verma, R. Gandotra, “Optimal location of FACTS devices with EVCS in power system network using PSO,” e-Prime-Advances in Electrical Engineering, Electronics and Energy, vol. 2024, e100482, 2024. https://doi.org/10.1016/j.prime.2024.100482I. M. Jawad, A. Q. Abdulrasool, A. Q. Mohammed, W. S. Majeed, H. T. H. Salim ALRikabi, “The optimal allocation of thyristor-controlled series compensators for enhancement HVAC transmission lines Iraqi super grid by using seeker optimization algorithm,” Open Engineering, vol. 14, e20220499, 2024. https://doi.org/10.1515/eng-2022-0499H. B. Tolabi, M. H. Ali, M. Rizwan, "Simultaneous reconfiguration, optimal placement of DSTATCOM, and photovoltaic array in a distribution system based on fuzzy-ACO approach," IEEE Transactions on sustainable Energy, vol. 6, pp. 210-218, 2014. https://doi.org/10.1109/TSTE.2014.2364230A. R. Gupta, A. Kumar, “Energy savings using D-STATCOM placement in radial distribution system,” Procedia Computer Science, vol. 70, pp. 558-564, 2015. https://doi.org/10.1016/j.procs.2015.10.100R. Sirjani, A. R. Jordehi, “Optimal placement and sizing of distribution static compensator (D-STATCOM) in electric distribution networks: A review,” Renewable and Sustainable Energy Reviews, vol. 77, pp. 688-694, 2017. https://doi.org/10.1016/j.rser.2017.04.035S. Rezaeian Marjani, V. Talavat, S. Galvani, “Optimal allocation of D-STATCOM and reconfiguration in radial distribution network using MOPSO algorithm in TOPSIS framework,” International Transactions on Electrical Energy Systems, vol. 29, e2723, 2019. https://doi.org/10.1002/etep.2723W. Gil-González, “Optimal Placement and Sizing of D-STATCOMs in Electrical Distribution Networks Using a Stochastic Mixed-Integer Convex Model,” Electronics, vol. 12, e1565, 2023. https://doi.org/10.3390/electronics12071565O. D. Montoya, W. J. Gil González, L. F. Grisales-Noreña, D. Giral, A. Molina-Cabrera, “On the optimal reconfiguration of radial AC distribution networks using an MINLP formulation: A GAMS-based approach,” Ingeniería e Investigación, vol. 42, e91192, 2021. https://doi.org/10.15446/ing.investig.91192P. Srivastava, R. Haider, V. J. Nair, V. Venkataramanan, A. M. Annaswamy, A. K. Srivastava, “Voltage regulation in distribution grids: A survey,” Annual Reviews in Control, vol. 55, pp. 165-181, 2023. https://doi.org/10.1016/j.arcontrol.2023.03.008L. F. Grisales-Noreña, B. Cortés-Caicedo, O. D. Montoya, J. C. Hernandéz, G. Alcalá, “A battery energy management system to improve the financial, technical, and environmental indicators of Colombian urban and rural networks,” Journal of Energy Storage, vol. 65, e107199, 2023. https://doi.org/10.1016/j.est.2023.107199K. Balamurugan, D. Srinivasan, “Review of power flow studies on distribution network with distributed generation,” in IEEE Ninth International Conference on Power Electronics and Drive Systems, 2011. https://doi.org/10.1109/PEDS.2011.614728O. D. Montoya, A. Molina-Cabrera, J. C. Hernández, “A Comparative Study on Power Flow Methods Applied to AC Distribution Networks with Single-Phase Representation,” Electronics, vol. 10, e2573, 2021. https://doi.org/10.3390/electronics10212573H. Bakır, “A novel artificial hummingbird algorithm improved by natural survivor method,” Neural Computing and Applications, vol. 36, pp. 16873-16897, 2024. https://doi.org/10.1007/s00521-024-09928-zW. Zhao, L. Wang, S. Mirjalili, “Artificial hummingbird algorithm: A new bio-inspired optimizer with its engineering applications,” Computer Methods in Applied Mechanics and Engineering, vol. 388, e114194, 2022. https://doi.org/10.1016/j.cma.2021.114194H. Bakır, “Enhanced artificial hummingbird algorithm for global optimization and engineering design problems,” Advances in Engineering Software, vol. 194, e103671, 2024. https://doi.org/10.1016/j.advengsoft.2024.103671M. Hosseinzadeh, A. M. Rahmani, F. M. Husari, O. M. Alsalami, M. Marzougui, G. N. Nguyen, S.-W. Lee, “A Survey of Artificial Hummingbird Algorithm and Its Variants: Statistical Analysis, Performance Evaluation, and Structural Reviewing,” in Archives of Computational Methods in Engineering, 2024. https://doi.org/10.1007/s11831-024-10135-1M. M. Emam, E. H. Houssein, M. A. Tolba, M. M. Zaky, M. Hamouda Ali, “Application of modified artificial hummingbird algorithm in optimal power flow and generation capacity in power networks considering renewable energy sources,” Scientific Reports, vol. 13, 2023.V. M. Garrido-Arévalo, W. Gil-González, O. D. Montoya, L. F. Grisales-Noreña, J. C. Hernández, “Optimal Dispatch of DERs and Battery-Based ESS in Distribution Grids While Considering Reactive Power Capabilities and Uncertainties: A Second-Order Cone Programming Formulation,” IEEE Access, vol. 12, pp. 48497-48510, 2024.e1824471e1824434Revista Facultad de Ingenieríahttps://revistas.uptc.edu.co/index.php/ingenieria/article/download/18244/15779https://revistas.uptc.edu.co/index.php/ingenieria/article/download/18244/15830Núm. 71 , Año 2025 : January-March 2025 (Continuos Publication)PublicationOREORE.xmltext/xml2843https://repositorio.uptc.edu.co/bitstreams/ed36afee-e21c-44a1-a022-0682ac36ca90/download32024460df5a9ee42fbc444194ba075eMD51falseAnonymousREAD001/21598oai:repositorio.uptc.edu.co:001/215982026-10-29 14:05:21.963https://creativecommons.org/licenses/by/4.0metadata.onlyhttps://repositorio.uptc.edu.coRepositorio Institucional UPTCbdigital@metabiblioteca.com

Reactive Power Compensation in Medium-Voltage Distribution Networks through Thyristor-Based Switched Compensators and the Artificial Hummingbird Algorithm

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