Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory

Abstract. The increase in the use of distributed energy resources such as photovoltaic panels and wind turbines and the development of most efficient energy storage systems has allowed the implementation of microgrids. This concept includes a geographical area in which storage, generation, and loads...

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Autores:
Toro Tovar, Billy Wladimir
Tipo de recurso:
Fecha de publicación:
2017
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/60154
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/60154
http://bdigital.unal.edu.co/58164/
Palabra clave:
62 Ingeniería y operaciones afines / Engineering
Microgrid
Cluster
Consensus
Regulation
Frequency
Non-identical
Agent
Microrred
Consenso
Regulación
Frecuencia
No-identicos
Agentes
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
id UNACIONAL2_44850d89e4120c884c08d0269d66572f
oai_identifier_str oai:repositorio.unal.edu.co:unal/60154
network_acronym_str UNACIONAL2
network_name_str Universidad Nacional de Colombia
repository_id_str
dc.title.spa.fl_str_mv Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
title Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
spellingShingle Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
62 Ingeniería y operaciones afines / Engineering
Microgrid
Cluster
Consensus
Regulation
Frequency
Non-identical
Agent
Microrred
Consenso
Regulación
Frecuencia
No-identicos
Agentes
title_short Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
title_full Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
title_fullStr Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
title_full_unstemmed Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
title_sort Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory
dc.creator.fl_str_mv Toro Tovar, Billy Wladimir
dc.contributor.author.spa.fl_str_mv Toro Tovar, Billy Wladimir
dc.contributor.spa.fl_str_mv Mojica-Nava, Eduardo Alirio
dc.subject.ddc.spa.fl_str_mv 62 Ingeniería y operaciones afines / Engineering
topic 62 Ingeniería y operaciones afines / Engineering
Microgrid
Cluster
Consensus
Regulation
Frequency
Non-identical
Agent
Microrred
Consenso
Regulación
Frecuencia
No-identicos
Agentes
dc.subject.proposal.spa.fl_str_mv Microgrid
Cluster
Consensus
Regulation
Frequency
Non-identical
Agent
Microrred
Consenso
Regulación
Frecuencia
No-identicos
Agentes
description Abstract. The increase in the use of distributed energy resources such as photovoltaic panels and wind turbines and the development of most efficient energy storage systems has allowed the implementation of microgrids. This concept includes a geographical area in which storage, generation, and loads can be operated connected or islanded of the distribution network. A microgrid can be AC or DC according to the current in the common bus. In an AC microgrid inverters are required due to the nature of some distributed energy resources; this implies the regulation of voltage and frequency. It can be done either using a centralized method which involves the use of a very reliable communication system or using an entirely decentralized model in which each agent (in this case each inverter) do not communicate with the others. An intermediate approach allows each agent communicate with its neighbors without the needing of a complex communication network. Frequency regulation must guaranty the same value for the whole system, for this purpose consensus equation is used. This method is used to regulate not only the frequency and the voltage for the inverters inside a microgrid but the frequency in several interconnected microgrids. This consensus approach supposes that each agent is identical to the others without having into account the particularities of each one. A frequency regulation method for a microgrids cluster is simulated and verified using a non-identical agent approach.
publishDate 2017
dc.date.issued.spa.fl_str_mv 2017-09-12
dc.date.accessioned.spa.fl_str_mv 2019-07-02T17:39:34Z
dc.date.available.spa.fl_str_mv 2019-07-02T17:39:34Z
dc.type.spa.fl_str_mv Trabajo de grado - Maestría
dc.type.driver.spa.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
dc.type.content.spa.fl_str_mv Text
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/TM
status_str acceptedVersion
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/60154
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/58164/
url https://repositorio.unal.edu.co/handle/unal/60154
http://bdigital.unal.edu.co/58164/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Sede Bogotá Facultad de Ingeniería Departamento de Ingeniería Eléctrica y Electrónica Ingeniería Eléctrica
Ingeniería Eléctrica
dc.relation.references.spa.fl_str_mv Toro Tovar, Billy Wladimir (2017) Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory. Maestría thesis, Universidad Nacional de Colombia -Sede Bogotá.
dc.rights.spa.fl_str_mv Derechos reservados - Universidad Nacional de Colombia
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.license.spa.fl_str_mv Atribución-NoComercial 4.0 Internacional
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv Atribución-NoComercial 4.0 Internacional
Derechos reservados - Universidad Nacional de Colombia
http://creativecommons.org/licenses/by-nc/4.0/
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.format.mimetype.spa.fl_str_mv application/pdf
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/60154/1/80251045.2017.pdf
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repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
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spelling Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Mojica-Nava, Eduardo AlirioToro Tovar, Billy Wladimir1c175975-41b9-4b7f-b025-652bc3bf866c3002019-07-02T17:39:34Z2019-07-02T17:39:34Z2017-09-12https://repositorio.unal.edu.co/handle/unal/60154http://bdigital.unal.edu.co/58164/Abstract. The increase in the use of distributed energy resources such as photovoltaic panels and wind turbines and the development of most efficient energy storage systems has allowed the implementation of microgrids. This concept includes a geographical area in which storage, generation, and loads can be operated connected or islanded of the distribution network. A microgrid can be AC or DC according to the current in the common bus. In an AC microgrid inverters are required due to the nature of some distributed energy resources; this implies the regulation of voltage and frequency. It can be done either using a centralized method which involves the use of a very reliable communication system or using an entirely decentralized model in which each agent (in this case each inverter) do not communicate with the others. An intermediate approach allows each agent communicate with its neighbors without the needing of a complex communication network. Frequency regulation must guaranty the same value for the whole system, for this purpose consensus equation is used. This method is used to regulate not only the frequency and the voltage for the inverters inside a microgrid but the frequency in several interconnected microgrids. This consensus approach supposes that each agent is identical to the others without having into account the particularities of each one. A frequency regulation method for a microgrids cluster is simulated and verified using a non-identical agent approach.Resumen El aumento en el uso de fuentes distribuidas de energía y recursos de almacenamiento distribuido en las últimas décadas tales como paneles solares, turbinas de viento y bancos de baterias, ha permitido el desarrollo del concepto de Microrred. Una microrred, que agrupa generadores y almacenamiento distribuidos, puede funcionar en AC o DC dependiendo del su bus común. La microrred es definida por un área geográfica capaz de suplir su propia demanda incluso cuando funciona desconectada del sistema de potencia convencional. En un escenario futuro, varias microrredes en modo isla, podrán conectarse entre ellas formando un grupo o 'cluster'. En este trabajo se presenta un sistema de regulación de frecuencia para un grupo de microrredes. Se propone un control jerárquico distribuido basado en teoría de agentes heterogéneos, es decir, agentes no-idénticos. Este control permite la conexión y desconexión de microrredes en el nivel más alto, o la conexión y desconexión de inversores en un nivel inferior. El sistema y sus controladores son verificados por simulación.Maestríaapplication/pdfspaUniversidad Nacional de Colombia Sede Bogotá Facultad de Ingeniería Departamento de Ingeniería Eléctrica y Electrónica Ingeniería EléctricaIngeniería EléctricaToro Tovar, Billy Wladimir (2017) Distributed frequency regulation system for interconnected microgrids based on heterogeneous agent theory. Maestría thesis, Universidad Nacional de Colombia -Sede Bogotá.62 Ingeniería y operaciones afines / EngineeringMicrogridClusterConsensusRegulationFrequencyNon-identicalAgentMicrorredConsensoRegulaciónFrecuenciaNo-identicosAgentesDistributed frequency regulation system for interconnected microgrids based on heterogeneous agent theoryTrabajo de grado - Maestríainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/acceptedVersionTexthttp://purl.org/redcol/resource_type/TMORIGINAL80251045.2017.pdfapplication/pdf2444099https://repositorio.unal.edu.co/bitstream/unal/60154/1/80251045.2017.pdfac892242c5dbefaae5c00ca89cf212ddMD51THUMBNAIL80251045.2017.pdf.jpg80251045.2017.pdf.jpgGenerated Thumbnailimage/jpeg4536https://repositorio.unal.edu.co/bitstream/unal/60154/2/80251045.2017.pdf.jpg3884d99170c1daeb6a4652c869306183MD52unal/60154oai:repositorio.unal.edu.co:unal/601542023-04-05 23:05:54.705Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co