Modeling of the rural distribution system with applications of microgrids, to evaluate reliability

Modern society is faced with an unsustainable energy system. Therefore, in recent years innovative solutions have emerged in order to modernize distribution systems. The concept of Microgrids (MGs) is key within these solutions, since the implementation of these would improve the quality of supply,...

Full description

Autores:
López Prado, José Luis
Tipo de recurso:
Doctoral thesis
Fecha de publicación:
2022
Institución:
Universidad del Norte
Repositorio:
Repositorio Uninorte
Idioma:
spa
OAI Identifier:
oai:manglar.uninorte.edu.co:10584/11403
Acceso en línea:
http://hdl.handle.net/10584/11403
Palabra clave:
Administración de la producción
Sistemas de control inteligente
Control automático
Rights
openAccess
License
https://creativecommons.org/licenses/by/4.0/
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network_name_str Repositorio Uninorte
repository_id_str
dc.title.es_ES.fl_str_mv Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
title Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
spellingShingle Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
Administración de la producción
Sistemas de control inteligente
Control automático
title_short Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
title_full Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
title_fullStr Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
title_full_unstemmed Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
title_sort Modeling of the rural distribution system with applications of microgrids, to evaluate reliability
dc.creator.fl_str_mv López Prado, José Luis
dc.contributor.advisor.none.fl_str_mv García Llinás, Guisselle Adriana
dc.contributor.author.none.fl_str_mv López Prado, José Luis
dc.subject.armarc.none.fl_str_mv Administración de la producción
topic Administración de la producción
Sistemas de control inteligente
Control automático
dc.subject.lemb.none.fl_str_mv Sistemas de control inteligente
Control automático
description Modern society is faced with an unsustainable energy system. Therefore, in recent years innovative solutions have emerged in order to modernize distribution systems. The concept of Microgrids (MGs) is key within these solutions, since the implementation of these would improve the quality of supply, reliability and provide cleaner energy at lower costs. Despite its advantages, researchers in the area of MGs currently face great challenges. An example of this is the evaluation of the reliability of rural distribution systems with MGs. In this thesis, a rural distribution system with MGs was modeled, with representation in reliability parameters, using the Sequential Monte Carlo Simulation Method, with the objective of evaluating the impact on the reliability of rural distribution systems when MGs are introduced. For this, different levels of penetration of photovoltaic and conventional distributed generation systems and energy storage systems were explored. The results showed that the method proposed based on Monte Carlo computational simulation with a sequential approach and the use of real data allows the reliability evaluation of rural distribution systems with Microgrids applications, even for large-scale distribution systems that involve complex operating conditions. It was identified that, for the proposed scenarios, the inclusion of Microgrids components induce an increase in the reliability of the rural distribution system. In addition, provides information to make recommendations on the sizing of the different systems that make up MGs, with the ultimate goal of meeting specific reliability objectives. La sociedad moderna se enfrenta a un sistema energético insostenible, debido a la creciente demanda energética (se espera que se duplique en 20 años) y al envejecimiento de las actuales redes eléctricas, entre otros. Lo anterior, es más notorio en sistemas de distribución rural, especialmente en países en desarrollo, siendo esto consecuencia de ubicaciones remotas y clientes altamente dispersos conectados a redes aéreas débiles con topologías radiales sin redundancia. Para hacer frente a estos retos y muchos otros, en años recientes nace el concepto de Smart-Grids, que integra el sistema de potencia convencional con sistemas de generación distribuida convencionales o renovables, sistemas de almacenamiento de energía y vehículos eléctricos, utilizando para esto sistemas de protecciones avanzados, sistemas de control inteligentes y tecnologías de la información y las telecomunicaciones.
publishDate 2022
dc.date.issued.none.fl_str_mv 2022
dc.date.accessioned.none.fl_str_mv 2023-03-03T15:51:30Z
dc.date.available.none.fl_str_mv 2023-03-03T15:51:30Z
dc.type.es_ES.fl_str_mv Trabajo de grado - Doctorado
dc.type.coarversion.fl_str_mv http://purl.org/coar/version/c_71e4c1898caa6e32
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dc.type.driver.es_ES.fl_str_mv info:eu-repo/semantics/doctoralThesis
dc.type.content.es_ES.fl_str_mv Text
format http://purl.org/coar/resource_type/c_db06
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10584/11403
url http://hdl.handle.net/10584/11403
dc.language.iso.es_ES.fl_str_mv spa
language spa
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.creativecommons.es_ES.fl_str_mv https://creativecommons.org/licenses/by/4.0/
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rights_invalid_str_mv https://creativecommons.org/licenses/by/4.0/
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eu_rights_str_mv openAccess
dc.format.es_ES.fl_str_mv application/pdf
dc.format.extent.es_ES.fl_str_mv 130 páginas
dc.publisher.es_ES.fl_str_mv Universidad del Norte
dc.publisher.program.es_ES.fl_str_mv Doctorado en Ingeniería Industrial
dc.publisher.department.es_ES.fl_str_mv Departamento de ingeniería industrial
dc.publisher.place.es_ES.fl_str_mv Barranquilla, Colombia
institution Universidad del Norte
bitstream.url.fl_str_mv https://manglar.uninorte.edu.co/bitstream/10584/11403/1/9023493.pdf
https://manglar.uninorte.edu.co/bitstream/10584/11403/2/license.txt
bitstream.checksum.fl_str_mv c61742cced7c925114c17b1457e7e439
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spelling García Llinás, Guisselle AdrianaLópez Prado, José Luis2023-03-03T15:51:30Z2023-03-03T15:51:30Z2022http://hdl.handle.net/10584/11403Modern society is faced with an unsustainable energy system. Therefore, in recent years innovative solutions have emerged in order to modernize distribution systems. The concept of Microgrids (MGs) is key within these solutions, since the implementation of these would improve the quality of supply, reliability and provide cleaner energy at lower costs. Despite its advantages, researchers in the area of MGs currently face great challenges. An example of this is the evaluation of the reliability of rural distribution systems with MGs. In this thesis, a rural distribution system with MGs was modeled, with representation in reliability parameters, using the Sequential Monte Carlo Simulation Method, with the objective of evaluating the impact on the reliability of rural distribution systems when MGs are introduced. For this, different levels of penetration of photovoltaic and conventional distributed generation systems and energy storage systems were explored. The results showed that the method proposed based on Monte Carlo computational simulation with a sequential approach and the use of real data allows the reliability evaluation of rural distribution systems with Microgrids applications, even for large-scale distribution systems that involve complex operating conditions. It was identified that, for the proposed scenarios, the inclusion of Microgrids components induce an increase in the reliability of the rural distribution system. In addition, provides information to make recommendations on the sizing of the different systems that make up MGs, with the ultimate goal of meeting specific reliability objectives. La sociedad moderna se enfrenta a un sistema energético insostenible, debido a la creciente demanda energética (se espera que se duplique en 20 años) y al envejecimiento de las actuales redes eléctricas, entre otros. Lo anterior, es más notorio en sistemas de distribución rural, especialmente en países en desarrollo, siendo esto consecuencia de ubicaciones remotas y clientes altamente dispersos conectados a redes aéreas débiles con topologías radiales sin redundancia. Para hacer frente a estos retos y muchos otros, en años recientes nace el concepto de Smart-Grids, que integra el sistema de potencia convencional con sistemas de generación distribuida convencionales o renovables, sistemas de almacenamiento de energía y vehículos eléctricos, utilizando para esto sistemas de protecciones avanzados, sistemas de control inteligentes y tecnologías de la información y las telecomunicaciones.DoctoradoDoctor en Ingeniería Industrialapplication/pdf130 páginasspaUniversidad del NorteDoctorado en Ingeniería IndustrialDepartamento de ingeniería industrialBarranquilla, ColombiaModeling of the rural distribution system with applications of microgrids, to evaluate reliabilityTrabajo de grado - Doctoradohttp://purl.org/coar/resource_type/c_db06info:eu-repo/semantics/doctoralThesisTexthttp://purl.org/coar/version/c_71e4c1898caa6e32https://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Administración de la producciónSistemas de control inteligenteControl automáticoEstudiantesDoctoradoORIGINAL9023493.pdf9023493.pdfapplication/pdf6544274https://manglar.uninorte.edu.co/bitstream/10584/11403/1/9023493.pdfc61742cced7c925114c17b1457e7e439MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://manglar.uninorte.edu.co/bitstream/10584/11403/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD5210584/11403oai:manglar.uninorte.edu.co:10584/114032023-03-03 10:51:31.105Repositorio Digital de la Universidad del Nortemauribe@uninorte.edu.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