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A multi-objective master-slave methodology for optimally integrating and operating photovoltaic generators in urban and rural electrical networks
Indexado
WoS WOS:001335153400001
Scopus SCOPUS_ID:85206196748
DOI 10.1016/J.RINENG.2024.103059
Año 2024
Tipo artículo de investigación

Citas Totales

Autores Afiliación Chile

Instituciones Chile

% Participación
Internacional

Autores
Afiliación Extranjera

Instituciones
Extranjeras


Abstract



The integration of distributed generation (DG) sources, such as photovoltaic (PV) systems, into electrical power networks presents significant challenges and opportunities. With the increasing penetration of renewable energy sources, optimizing their placement and operation becomes crucial to ensure the reliability, efficiency, and economic viability of power systems. This study presents a master-slave methodology for optimally integrating and operating photovoltaic (PV) generators using multi-objective optimization. This methodology can simultaneously improve technical and economic aspects of the network by determining the best locations and power injection levels for distributed generation sources. Its master stage uses one out of three different algorithms-Multi-Objective Particle Swarm Optimization (MOPSO) algorithm, the Non-dominated Sorting Genetic Algorithm II (NSGA-II), or the Multi-Objective Ant Lion Optimizer (MOALO)-while the slave stage is always performed by a load flow analyzer. The three algorithms in the master stage were implemented considering variable generation and demand conditions in 33 and 27 bus feeders, representing urban and rural areas respectively. The results demonstrated the effectiveness of these algorithms. NSGA-II achieved the best performance, with reductions of 32.84% in energy losses and 42.41% in operating costs (with standard deviations of 0.21% and 0.39%, respectively) for the urban system; and reductions of 21.87% in energy losses and 43.36% in operating costs (with standard deviations of 0.07% and 0.24%, respectively) for the rural system. All of this was achieved within short solution processing times during a typical day in the proposed test scenarios.

Revista



Revista ISSN
2590-1230

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Disciplinas de Investigación



WOS
Engineering, Multidisciplinary
Scopus
Sin Disciplinas
SciELO
Sin Disciplinas

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Publicaciones WoS (Ediciones: ISSHP, ISTP, AHCI, SSCI, SCI), Scopus, SciELO Chile.

Colaboración Institucional



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Autores - Afiliación



Ord. Autor Género Institución - País
1 Guzman-Henao, Jhony Andres - Fac Ingn - Colombia
Instituto Tecnológico Metropolitano - Colombia
2 Bolanos, Ruben Ivan - Fac Ingn - Colombia
Instituto Tecnológico Metropolitano - Colombia
3 Cortés-Caicedo, Brandon Hombre Inst Univ Pascual Bravo - Colombia
Institución Universitaria Pascual Bravo - Colombia
4 Grisales-Norena, Luis Fernando - Universidad de Talca - Chile
5 Montoya, Oscar Danilo Hombre Univ Distrital Francisco Jose Caldas - Colombia
Universidad Distrital Francisco José de Caldas - Colombia
6 Hernandez, Jesus C. - Univ Jaen - España
Universidad de Jaén - España

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Financiamiento



Fuente
Universidad de Talca
CYTED Ciencia y Tecnología para el Desarrollo
ANID/FONDECYT
Secretaria General de Universidades, Investigacion y Tecnologia
Ibero-American Program of Science and Technology for Development
Ministerio de Ciencia, Tecnología e Innovación
Thematic Network
Consejería de Transformación Económica, Industria, Conocimiento y Universidades
Council of Andalucía
Ministry of Science, Technology and Innovation of Colombia
ITM Translation Agency
Ministry of Science, Technology and Innovation of Colombia (MINCIENCIAS)
National Fund for Science, Technology, and Innovation (Fondo Francisco Jose de Caldas)
National Fund for Science, Technology
Ibero-American Program of Science and Technology for Development (CYTED in Spanish)
Council of Andalucia (Junta de Andalucia, Consejeria de Transformacibn Econbmica, Industria, Conocimiento y Universidades, Secretaria General de Universidades, Investigacibn y Tecnologia)

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Agradecimientos



Agradecimiento
This work was supported by the Council of Andalucia (Junta de Andalucia, Consejeria de Transformacibn Econbmica, Industria, Conocimiento y Universidades, Secretaria General de Universidades, Investigacibn y Tecnologia) under Project ProyExcel_00381. This research has been funded by the Ministry of Science, Technology and Innovation of Colombia (MINCIENCIAS) and the National Fund for Science, Technology, and Innovation (Fondo Francisco Jose de Caldas) through the support received for the realization of the research internship under Valorization Contingent Funding Contract No. 112721-358-2023, Call. 934 of 2023. Additionally, part of this research has been founded by the ANID/FONDECyT Iniciacibn 2024 Folio 11240006 under the project: "Smart energy management methods for improving the economic, technical, and environmental indexes of the alternating current microgrids including variable generation and demand profiles", , at the Engineering Faculty of Talca University, Campus Curicb, Chile. The authors acknowledge the support provided by Thematic Network 723RT0150 "Red para la integracibn a gran escala de energias renovables en sistemas electricos (RIBIERSE-CYTED) " funded by the 2022 Call for Thematic Networks by the Ibero-American Program of Science and Technology for Development (CYTED in Spanish) . Finally, we would like to thank ITM Translation Agency (traducciones @itm.edu.co) for the translation of the manuscript into English.
This work was supported by the Council of Andaluc\u00EDa (Junta de Andaluc\u00EDa, Consejer\u00EDa de Transformaci\u00F3n Econ\u00F3mica, Industria, Conocimiento y Universidades, Secretar\u00EDa General de Universidades, Investigaci\u00F3n y Tecnolog\u00EDa) under Project ProyExcel_00381. This research has been funded by the Ministry of Science, Technology and Innovation of Colombia (MINCIENCIAS) and the National Fund for Science, Technology, and Innovation (Fondo Francisco Jos\u00E9 de Caldas) through the support received for the realization of the research internship under Valorization Contingent Funding Contract No. 112721-358-2023, Call. 934 of 2023. Additionally, part of this research has been founded by the ANID/FONDECyT Iniciaci\u00F3n 2024 Folio 11240006 under the project: \u201CSmart energy management methods for improving the economic, technical, and environmental indexes of the alternating current microgrids including variable generation and demand profiles\u201D, at the Engineering Faculty of Talca University, Campus Curic\u00F3, Chile. The authors acknowledge the support provided by Thematic Network 723RT0150 \u201CRed para la integraci\u00F3n a gran escala de energ\u00EDas renovables en sistemas el\u00E9ctricos (RIBIERSE-CYTED)\u201D funded by the 2022 Call for Thematic Networks by the Ibero-American Program of Science and Technology for Development (CYTED in Spanish). Finally, we would like to thank ITM Translation Agency (traducciones@itm.edu.co) for the translation of the manuscript into English.
This work was supported by the Council of Andaluc\u00EDa (Junta de Andaluc\u00EDa, Consejer\u00EDa de Transformaci\u00F3n Econ\u00F3mica, Industria, Conocimiento y Universidades, Secretar\u00EDa General de Universidades, Investigaci\u00F3n y Tecnolog\u00EDa) under Project ProyExcel_00381. This research has been funded by the Ministry of Science, Technology and Innovation of Colombia (MINCIENCIAS) and the National Fund for Science, Technology, and Innovation (Fondo Francisco Jos\u00E9 de Caldas) through the support received for the realization of the research internship under Valorization Contingent Funding Contract No. 112721-358-2023, Call. 934 of 2023. Additionally, part of this research has been founded by the ANID/FONDECyT Iniciaci\u00F3n 2024 Folio 11240006 under the project: \u201CSmart energy management methods for improving the economic, technical, and environmental indexes of the alternating current microgrids including variable generation and demand profiles\u201D, at the Engineering Faculty of Talca University, Campus Curic\u00F3, Chile. The authors acknowledge the support provided by Thematic Network 723RT0150 \u201CRed para la integraci\u00F3n a gran escala de energ\u00EDas renovables en sistemas el\u00E9ctricos (RIBIERSE-CYTED)\u201D funded by the 2022 Call for Thematic Networks by the Ibero-American Program of Science and Technology for Development (CYTED in Spanish). Finally, we would like to thank ITM Translation Agency (traducciones@itm.edu.co) for the translation of the manuscript into English.

Muestra la fuente de financiamiento declarada en la publicación.