A systematic mapping study of micro-grid architectures
La generación y el consumo de energía son un problema importante en los diferentes países del mundo. Hoy en día, los proyectos en desarrollo buscan la modernización de los sistemas de generación y distribución de energía eléctrica. Una de las estrategias principales es el diseño de arquitecturas de...
- Autores:
-
Mera Paz, Julián Andrés
Colmenares Quintero, Ramón Fernando
Maestre Góngora, Gina Paola
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2019
- Institución:
- Universidad Cooperativa de Colombia
- Repositorio:
- Repositorio UCC
- Idioma:
- OAI Identifier:
- oai:repository.ucc.edu.co:20.500.12494/15261
- Acceso en línea:
- http://dx.doi.org/10.22517/23447214.21421
https://hdl.handle.net/20.500.12494/15261
- Palabra clave:
- Aplicaciones de micro-redes
Arquitecturas de micro-red
Ciudades sostenibles
Desarrollo regional
Energía asequible y limpia
Red inteligente
Objetivos de Desarrollo Sostenible
Affordable and clean energy
Micro-grid applications
Micro-grid architectures
Regional development
Smart grid
Sustainable cities
Sustainable Development Goals.
- Rights
- openAccess
- License
- Atribución
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dc.title.spa.fl_str_mv |
A systematic mapping study of micro-grid architectures |
title |
A systematic mapping study of micro-grid architectures |
spellingShingle |
A systematic mapping study of micro-grid architectures Aplicaciones de micro-redes Arquitecturas de micro-red Ciudades sostenibles Desarrollo regional Energía asequible y limpia Red inteligente Objetivos de Desarrollo Sostenible Affordable and clean energy Micro-grid applications Micro-grid architectures Regional development Smart grid Sustainable cities Sustainable Development Goals. |
title_short |
A systematic mapping study of micro-grid architectures |
title_full |
A systematic mapping study of micro-grid architectures |
title_fullStr |
A systematic mapping study of micro-grid architectures |
title_full_unstemmed |
A systematic mapping study of micro-grid architectures |
title_sort |
A systematic mapping study of micro-grid architectures |
dc.creator.fl_str_mv |
Mera Paz, Julián Andrés Colmenares Quintero, Ramón Fernando Maestre Góngora, Gina Paola |
dc.contributor.author.none.fl_str_mv |
Mera Paz, Julián Andrés Colmenares Quintero, Ramón Fernando Maestre Góngora, Gina Paola |
dc.subject.spa.fl_str_mv |
Aplicaciones de micro-redes Arquitecturas de micro-red Ciudades sostenibles Desarrollo regional Energía asequible y limpia Red inteligente Objetivos de Desarrollo Sostenible |
topic |
Aplicaciones de micro-redes Arquitecturas de micro-red Ciudades sostenibles Desarrollo regional Energía asequible y limpia Red inteligente Objetivos de Desarrollo Sostenible Affordable and clean energy Micro-grid applications Micro-grid architectures Regional development Smart grid Sustainable cities Sustainable Development Goals. |
dc.subject.other.spa.fl_str_mv |
Affordable and clean energy Micro-grid applications Micro-grid architectures Regional development Smart grid Sustainable cities Sustainable Development Goals. |
description |
La generación y el consumo de energía son un problema importante en los diferentes países del mundo. Hoy en día, los proyectos en desarrollo buscan la modernización de los sistemas de generación y distribución de energía eléctrica. Una de las estrategias principales es el diseño de arquitecturas de micro-redes adaptables al contexto. El concepto de micro-red se centra en un uso controlado, monitoreado y altamente autónomo de la energía eléctrica apoyada en las tecnologías de la información, para optimizar la transferencia de energía, minimizar los riesgos y aumentar la calidad, eficiencia y confiabilidad del sistema. Este artículo, por lo tanto, tiene como objetivo identificar, clasificar y comparar diferentes arquitecturas de micro-red, en función de su aplicabilidad y tendencias de investigación. Se lleva a cabo un estudio de mapeo sistemático de las arquitecturas de micro-red para examinar las contribuciones experimentales y teóricas realizadas por la comunidad científica. Este artículo clasifica y cuantifica los diferentes estudios relacionados con el tema, identificando y analizando las fortalezas y oportunidades para mejorar la aplicabilidad de las arquitecturas de micro-red. Las tendencias observadas destacan cinco estrategias como las más relevantes, cuyas diferentes características contribuyen a una organización automatizada e inteligente de la distribución, el control y la supervisión de la electricidad de acuerdo con la oferta en función de la demanda. |
publishDate |
2019 |
dc.date.accessioned.none.fl_str_mv |
2019-11-26T20:44:36Z |
dc.date.available.none.fl_str_mv |
2019-11-26T20:44:36Z |
dc.date.issued.none.fl_str_mv |
2019-09-03 |
dc.type.none.fl_str_mv |
Artículo |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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http://purl.org/coar/resource_type/c_6501 |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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0122-701 |
dc.identifier.uri.spa.fl_str_mv |
http://dx.doi.org/10.22517/23447214.21421 |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/20.500.12494/15261 |
dc.identifier.bibliographicCitation.spa.fl_str_mv |
Mera Paz, J. A., Comenares Quintero R. F. y Maestre Góngora, G. P. ( 2019) A systematic mapping study of micro-grid architectures.Scientia et Technica. Vol. 24, No. 03,(357 - 367) |
identifier_str_mv |
0122-701 Mera Paz, J. A., Comenares Quintero R. F. y Maestre Góngora, G. P. ( 2019) A systematic mapping study of micro-grid architectures.Scientia et Technica. Vol. 24, No. 03,(357 - 367) |
url |
http://dx.doi.org/10.22517/23447214.21421 https://hdl.handle.net/20.500.12494/15261 |
dc.relation.isversionof.spa.fl_str_mv |
https://revistas.utp.edu.co/index.php/revistaciencia/article/view/21421/14311 |
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Scientia et Technica |
dc.relation.references.spa.fl_str_mv |
E. Vida and D. E. A. Tedesco, “The carbon footprint of integrated milk production and renewable energy systems – A case study,” Sci. Total Environ., vol. 609, pp. 1286–1294, 2017. DOI: 10.1016/j.scitotenv.2017.07.271 N. Q. Deng, L. Q. Liu, and Y. Z. Deng, “Estimating the effects of restructuring on the technical and service-quality efficiency of electricity companies in China,” Util. Policy, vol. 50, no. December 2017, pp. 91–100, 2018. DOI: 10.1016/j.jup.2017.11.002 A. M. Vélez Hernández, “Propuesta metodológica para un estudio de prospectiva del sector energético mediante el uso de sistemas fotovoltaicos en conjunto con los nanomateriales,” Instituto Politecnico Nacional, 2012. Available: https://docplayer.es/9171372-Instituto-politecnico-nacional-t-e-s-i-s.html C. W. Gellings and M. Samotyj, “Smart Grid as advanced technology enabler of demand response,” Energy Effic., vol. 6, no. 4, pp. 685–694, Nov. 2013.DOI:10.1007/s12053-013-9203-0 J. Twidell and T. Weir, Renewable Energy Resources, 3rd Editio. London: Routledge, 2015.DOI: 10.4324/9781315766416 L. Mariam, M. Basu, and M. F. Conlon, “Microgrid: Architecture, policy and future trends,” Renew. Sustain. Energy Rev., vol. 64, pp. 477–489, Oct. 2016.DOI: 10.1016/j.rser.2016.06.037 M. del T. Ferreras, “Visibilidad e impacto de la literatura gris cientifica en repositorios institucionales de acceso abierto. Estudio de caso bibliometrico del repositorio Gredos de la Universidad de Salamanca,” Universidad de Salamanca, 2016. DOI: 10.14201/gredos.132444 M. Ringel, “Fostering the use of renewable energies in the European Union: the race between feed-in tariffs and green certificates,” Renew. Energy, vol. 31, no. 1, pp. 1–17, Jan. 2006. https://doi.org/10.1016/j.renene.2005.03.015 B. A. Kitchenham, D. Budgen, and O. Pearl Brereton, “Using mapping studies as the basis for further research – A participant-observer case study,” Inf. Softw. Technol., vol. 53, no. 6, pp. 638–651, Jun. 2011. DOI: 10.1016/j.infsof.2010.12.011 K. Petersen, S. Vakkalanka, and L. Kuzniarz, “Guidelines for conducting systematic mapping studies in software engineering: An update,” Inf. Softw. Technol., vol. 64, pp. 1–18, 2015. DOI: 10.1016/j.infsof.2015.03.007 G. Maestre-Gongora and R. F. Colmenares-Quintero, “Systematic mapping study to identify trends in the application of smart technologies,” in 2018 13th Iberian Conference on Information Systems and Technologies (CISTI), 2018, pp. 1–6. DOI: 10.23919/cisti.2018.8398638 B. Kitchenham and P. Brereton, “A systematic review of systematic review process research in software engineering,” Inf. Softw. Technol., vol. 55, no. 12, pp. 2049–2075, 2013. DOI: 10.1016/j.infsof.2013.07.010 H. Martín Rodero, “La búsqueda bibliográfica, pilar fundamental de la medicina basada en la evidencia: evaluación multivariante de las enfermedades nutricionales y metabólicas,” Universidad Miguel Hernandez Elche, 2014. Available: http://hdl.handle.net/11000/1639 J. Villa Rodriguez, IBM SPSS Análisis estadístico. 2014. P. R. D. Vieira and J. R. Ribas, Análisis multivariada con el uso de SPSS, 1st ed. Rio de janeiro: Nacional, 2011. J. Trefke, S. Rohjans, M. Uslar, S. Lehnhoff, L. Nordstrom, and A. Saleem, “Smart Grid Architecture Model use case management in a large European Smart Grid project,” in IEEE PES ISGT Europe 2013, 2013, pp. 1–5. DOI: 10.1109/isgteurope.2013.6695266 I. Jacobson, I. Spence, and E. Seidewitz, “Industrial Scale Agile - from Craft to Engineering,” Queue, vol. 14, no. 5, pp. 99–130, 2016. DOI: 10.1145/3012426.3012428 I. Jacobson, “The Lightness of User Stories with the Power of Modeling,” 2013. Available: https://www.ivarjacobson.com/cn/node/76 CEN/CENELEC/ETSI Joint Working Group on Standards for Smart Grids, “CEN-CENELEC-ETSI Smart Grid Coordination Group: Smart Grid Information Security,” no. November, pp. 1–107, 2014. A. Zakariazadeh, S. Jadid, and P. Siano, “Smart microgrid energy and reserve scheduling with demand response using stochastic optimization,” Int. J. Electr. Power Energy Syst., vol. 63, pp. 523–533, 2014. DOI: 10.1016/j.ijepes.2014.06.037 L. Zhenjie and Y. Yue, “Smart Microgrid:A Novel Organization Form of Smart Distribution Grid in the Future,” Autom. Electr. power Syst., vol. 17, no. 8, pp. 17–27, 2009. D. Rua, D. Issicaba, F. J. Soares, P. M. R. Almeida, R. J. Rei, and J. A. P. Lopes, “Advanced Metering Infrastructure functionalities for electric mobility,” in 2010 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2010, pp. 1–7.DOI: 10.1109/isgteurope.2010.5638854 D. G. Hart, “Using AMI to realize the Smart Grid,” in 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008, pp. 1–2. DOI: 10.1109/pes.2008.4596961 G. Abdulla, “The deployment of advanced metering infrastructure,” in 2015 First Workshop on Smart Grid and Renewable Energy (SGRE), 2015, pp. 1–3. DOI: 10.1109/sgre.2015.7208738 S. Karnouskos, O. Terzidis, and P. Karnouskos, “An advanced metering infrastructure for future energy networks,” New Technol. Mobil. Secur., pp. 597–606, 2007. https://doi.org/10.1007/978-1-4020-6270-4_49 R. R. Mohassel, A. Fung, F. Mohammadi, and K. Raahemifar,“Application of Advanced Metering Infrastructure in Smart Grids,” in 22nd Mediterranean Conference on Control and Automation, 2014, pp. 822–828. DOI: 10.1109/med.2014.6961475 E. Hanser, “Scrum,” in Springer, Springer, Ed. Berlin: Springer, Berlin, Heidelberg, 2010, pp. 61–77. DOI: 10.1007/978-3-642-12313-9_5 E. Hanser, Agile Prozesse: Von XP über Scrum bis MAP, Springer. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010. DOI: 10.1007/978-3-642-12313-9 D. Kolberg and D. Zühlke, “Lean Automation enabled by Industry 4.0 Technologies,” IFAC-PapersOnLine, vol. 48, no. 3, pp. 1870–1875, 2015. DOI: 10.1016/j.ifacol.2015.06.359 N. Bodek, Kanban Just-in Time at Toyota, CRC Press. New York: Routledge, 2018. DOI: 10.1201/9780203749715 K. Beck et al., “Manifesto for Agile Software Development,” Availible: https://agilemanifesto.org/iso/es/manifesto.html. [Online]. Available: https://agilemanifesto.org/iso/es/manifesto.html. J. Highsmith and A. Cockburn, “Agile software development: the business of innovation,” Computer (Long. Beach. Calif)., vol. 34, no. 9, pp. 120–127, 2001. DOI: 10.1109/2.947100 M. McGranaghan and F. Goodman, “Technical and system requirements for advanced distribution automation,” in 18th International Conference and Exhibition on Electricity Distribution (CIRED 2005), 2005, vol. 2005, pp. v5-93-v5-93. DOI: 10.1049/cp:20051374 R. E. Brown, “Impact of Smart Grid on distribution system design,” in 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008, pp. 1–4. DOI: 10.1109/pes.2008.4596843 F. Zavoda, “The key role of intelligent electronic devices (IED) in advanced Distribution Automation (ADA),” in 2008 China International Conference on Electricity Distribution, 2008, pp. 1–7. DOI: 10.1109/ciced.2008.5211637 F. Zavoda, “Aassessing PQ Disturbances Using PQ Features of Distribution Network Equipment,” CEATI Rep. T044700-5121, 2005. F. Zavoda, “Advanced distribution automation (ADA) applications and power quality in Smart Grids,” CICED 2010 Proc., pp. 1–7, 2010. L. Paddock and K. San Martano, Energy Supply Planning in a Distributed Energy Resources World, vol. 1. Oxford University Press, 2018. DOI: 10.1093/oso/9780198822080.003.0021 M. Daneshvar, B. Mohammadi-ivatloo, and K. Zare, “Integration of Distributed Energy Resources Under the Transactive Energy Structure in the Future Smart Distribution Networks,” in Operation of Distributed Energy Resources in Smart Distribution Networks, Tabriz: Elsevier, 2018, pp. 349–379. DOI: 10.1016/b978-0-12-814891-4.00014-x Generation Placement in Power Distribution Networks: Models, Methods, and Future Research,” IEEE Trans. Power Syst., vol. 28, no. 3, pp. 3420–3428, Aug. 2013. DOI: 10.1109/tpwrs.2012.2237043 M. Marzband, N. Parhizi, M. Savaghebi, and J. M. Guerrero, “Distributed Smart Decision-Making for a Multimicrogrid System Based on a Hierarchical Interactive Architecture,” IEEE Trans. Energy Convers., vol. 31, no. 2, pp. 637–648, Jun. 2016. DOI: 10.1109/tec.2015.2505358 P. Dimitrov, L. Piroddi, and M. Prandini, “Distributed allocation of a shared energy storage system in a microgrid,” in 2016 American Control Conference (ACC), 2016, pp. 3551–3556. DOI: 10.1109/acc.2016.7525464 J. H. Braslavsky, J. R. Wall, and L. J. Reedman, “Optimal distributed energy resources and the cost of reduced greenhouse gas emissions in a large retail shopping centre,” Appl. Energy, vol. 155, pp. 120–130, 2015. DOI: 10.1016/j.apenergy.2015.05.085 H. Jiayi, J. Chuanwen, and X. Rong, “A review on distributed energy resources and MicroGrid,” Renew. Sustain. Energy Rev., vol. 12, no. 9, pp. 2472–2483, 2008. DOI: 10.1016/j.rser.2007.06.004 J. Driesen and F. Katiraei, “Design for distributed energy resources,” IEEE Power Energy Mag., vol. 6, no. 3, pp. 30–40, May 2008. DOI: 10.1109/mpe.2008.918703 E. J. Donahue, “Microgrids:Applications,solutions,case studies,and demostrations,” Intech, vol. i, no. tourism, p. 13, 2016. DOI: 10.5772/intechopen.83560 S. Sinha and S. S. Chandel, “Review of software tools for hybrid renewable energy systems,” Renew. Sustain. Energy Rev., vol. 32, pp. 192–205, 2014. DOI: 10.1016/j.rser.2014.01.035 P. Faria, “Distributed energy resources management,” Energies, vol. 12, no. 3, pp. 10–12, 2019. DOI: 10.3390/en12030550 J. M. Guerrero, J. C. Vasquez, and R. Teodorescu, “Hierarchical control of droop-controlled DC and AC microgrids — a general approach towards standardization,” in 2009 35th Annual Conference of IEEE Industrial Electronics, 2009, pp. 4305–4310. DOI: 10.1109/iecon.2009.5414926 J. Mera, “Análisis del proceso de pruebas de calidad de software,” Ing. Solidar., vol. 12, no. 20, pp. 163–176, 2016. DOI: 10.16925/in.v12i20.1482 J. Mera Paz and J. Cano Beltran, “Diagnóstico de pruebas de calidad en software para ambientes virtuales de aprendizaje sobre dispositivos móviles Diagnostic of quality tests in software for virtual learning environments on mobile devices,” 2018, pp. 144–150. C. Yajure and Y. Arlenis, “Decisiones Multicriterio Para La Jerarquización De Tecnologías De Energías Renovables a Utilizar En La Producción De Electricidad .,” Scientia Tech. Año XXII, vol. 22, no. 3, pp. 273–281, 2017. |
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Mera Paz, Julián AndrésColmenares Quintero, Ramón FernandoMaestre Góngora, Gina PaolaVol. 24 N° 032019-11-26T20:44:36Z2019-11-26T20:44:36Z2019-09-030122-701http://dx.doi.org/10.22517/23447214.21421https://hdl.handle.net/20.500.12494/15261Mera Paz, J. A., Comenares Quintero R. F. y Maestre Góngora, G. P. ( 2019) A systematic mapping study of micro-grid architectures.Scientia et Technica. Vol. 24, No. 03,(357 - 367)La generación y el consumo de energía son un problema importante en los diferentes países del mundo. Hoy en día, los proyectos en desarrollo buscan la modernización de los sistemas de generación y distribución de energía eléctrica. Una de las estrategias principales es el diseño de arquitecturas de micro-redes adaptables al contexto. El concepto de micro-red se centra en un uso controlado, monitoreado y altamente autónomo de la energía eléctrica apoyada en las tecnologías de la información, para optimizar la transferencia de energía, minimizar los riesgos y aumentar la calidad, eficiencia y confiabilidad del sistema. Este artículo, por lo tanto, tiene como objetivo identificar, clasificar y comparar diferentes arquitecturas de micro-red, en función de su aplicabilidad y tendencias de investigación. Se lleva a cabo un estudio de mapeo sistemático de las arquitecturas de micro-red para examinar las contribuciones experimentales y teóricas realizadas por la comunidad científica. Este artículo clasifica y cuantifica los diferentes estudios relacionados con el tema, identificando y analizando las fortalezas y oportunidades para mejorar la aplicabilidad de las arquitecturas de micro-red. Las tendencias observadas destacan cinco estrategias como las más relevantes, cuyas diferentes características contribuyen a una organización automatizada e inteligente de la distribución, el control y la supervisión de la electricidad de acuerdo con la oferta en función de la demanda.Generation and energy consumption are a major issue in different countries around the world. Nowadays, projects under development seek the modernization of electric power generation and distribution systems. One of the main strategies is the design of context-adaptable micro-grid architectures. The micro-grid concept focuses on a controlled, monitored and highly autonomous use of electric power supported on information technologies, for the optimization of energy transfer, minimize risks and increase the system’s quality, efficiency and reliability. This article, therefore, aims to identify, classify and compare different micro-grid architectures, based on their applicability and research trends. A systematic mapping study of micro-grid architectures is conducted to examine the experimental and theoretical contributions made by the scientific community. This article categorizes and quantifies the different studies related to the subject, identifying and analyzing the strengths and opportunities for improvement in the applicability of micro-grid architectures. The trends observed highlight five strategies as the most relevant, whose different characteristics contribute to an automated and intelligent organization of the distribution, control and supervision of electricity according to supply versus demand.http://scienti.colciencias.gov.co:8081/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000018983https://scienti.colciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000192503https://scienti.colciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0001087002https://orcid.org/0000-0003-1166-1982https://orcid.org/0000-0002-2880-9245julian.mera@campusucc.edu.coramon.colmenaresq@campusucc.edu.cogina.maestre@campusucc.edu.cohttps://scholar.google.com/citations?user=9HLAZYUAAAAJ&hl=eshttps://scholar.google.com/citations?user=-EfDLGsAAAAJ&hl=en357 - 367Universidad Cooperativa de Colombia, Facultad de Ingenierías, Ingeniería de Sistemas, PereiraIngeniería de SistemasPereirahttps://revistas.utp.edu.co/index.php/revistaciencia/article/view/21421/14311Scientia et TechnicaE. Vida and D. E. A. Tedesco, “The carbon footprint of integrated milk production and renewable energy systems – A case study,” Sci. Total Environ., vol. 609, pp. 1286–1294, 2017. DOI: 10.1016/j.scitotenv.2017.07.271N. Q. Deng, L. Q. Liu, and Y. Z. Deng, “Estimating the effects of restructuring on the technical and service-quality efficiency of electricity companies in China,” Util. Policy, vol. 50, no. December 2017, pp. 91–100, 2018. DOI: 10.1016/j.jup.2017.11.002A. M. Vélez Hernández, “Propuesta metodológica para un estudio de prospectiva del sector energético mediante el uso de sistemas fotovoltaicos en conjunto con los nanomateriales,” Instituto Politecnico Nacional, 2012. Available: https://docplayer.es/9171372-Instituto-politecnico-nacional-t-e-s-i-s.htmlC. W. Gellings and M. Samotyj, “Smart Grid as advanced technology enabler of demand response,” Energy Effic., vol. 6, no. 4, pp. 685–694, Nov. 2013.DOI:10.1007/s12053-013-9203-0J. Twidell and T. Weir, Renewable Energy Resources, 3rd Editio. London: Routledge, 2015.DOI: 10.4324/9781315766416L. Mariam, M. Basu, and M. F. Conlon, “Microgrid: Architecture, policy and future trends,” Renew. Sustain. Energy Rev., vol. 64, pp. 477–489, Oct. 2016.DOI: 10.1016/j.rser.2016.06.037M. del T. Ferreras, “Visibilidad e impacto de la literatura gris cientifica en repositorios institucionales de acceso abierto. Estudio de caso bibliometrico del repositorio Gredos de la Universidad de Salamanca,” Universidad de Salamanca, 2016. DOI: 10.14201/gredos.132444M. Ringel, “Fostering the use of renewable energies in the European Union: the race between feed-in tariffs and green certificates,” Renew. Energy, vol. 31, no. 1, pp. 1–17, Jan. 2006. https://doi.org/10.1016/j.renene.2005.03.015B. A. Kitchenham, D. Budgen, and O. Pearl Brereton, “Using mapping studies as the basis for further research – A participant-observer case study,” Inf. Softw. Technol., vol. 53, no. 6, pp. 638–651, Jun. 2011. DOI: 10.1016/j.infsof.2010.12.011K. Petersen, S. Vakkalanka, and L. Kuzniarz, “Guidelines for conducting systematic mapping studies in software engineering: An update,” Inf. Softw. Technol., vol. 64, pp. 1–18, 2015. DOI: 10.1016/j.infsof.2015.03.007G. Maestre-Gongora and R. F. Colmenares-Quintero, “Systematic mapping study to identify trends in the application of smart technologies,” in 2018 13th Iberian Conference on Information Systems and Technologies (CISTI), 2018, pp. 1–6. DOI: 10.23919/cisti.2018.8398638B. Kitchenham and P. Brereton, “A systematic review of systematic review process research in software engineering,” Inf. Softw. Technol., vol. 55, no. 12, pp. 2049–2075, 2013. DOI: 10.1016/j.infsof.2013.07.010H. Martín Rodero, “La búsqueda bibliográfica, pilar fundamental de la medicina basada en la evidencia: evaluación multivariante de las enfermedades nutricionales y metabólicas,” Universidad Miguel Hernandez Elche, 2014. Available: http://hdl.handle.net/11000/1639J. Villa Rodriguez, IBM SPSS Análisis estadístico. 2014.P. R. D. Vieira and J. R. Ribas, Análisis multivariada con el uso de SPSS, 1st ed. Rio de janeiro: Nacional, 2011.J. Trefke, S. Rohjans, M. Uslar, S. Lehnhoff, L. Nordstrom, and A. Saleem, “Smart Grid Architecture Model use case management in a large European Smart Grid project,” in IEEE PES ISGT Europe 2013, 2013, pp. 1–5. DOI: 10.1109/isgteurope.2013.6695266I. Jacobson, I. Spence, and E. Seidewitz, “Industrial Scale Agile - from Craft to Engineering,” Queue, vol. 14, no. 5, pp. 99–130, 2016. DOI: 10.1145/3012426.3012428I. Jacobson, “The Lightness of User Stories with the Power of Modeling,” 2013. Available: https://www.ivarjacobson.com/cn/node/76CEN/CENELEC/ETSI Joint Working Group on Standards for Smart Grids, “CEN-CENELEC-ETSI Smart Grid Coordination Group: Smart Grid Information Security,” no. November, pp. 1–107, 2014.A. Zakariazadeh, S. Jadid, and P. Siano, “Smart microgrid energy and reserve scheduling with demand response using stochastic optimization,” Int. J. Electr. Power Energy Syst., vol. 63, pp. 523–533, 2014. DOI: 10.1016/j.ijepes.2014.06.037L. Zhenjie and Y. Yue, “Smart Microgrid:A Novel Organization Form of Smart Distribution Grid in the Future,” Autom. Electr. power Syst., vol. 17, no. 8, pp. 17–27, 2009.D. Rua, D. Issicaba, F. J. Soares, P. M. R. Almeida, R. J. Rei, and J. A. P. Lopes, “Advanced Metering Infrastructure functionalities for electric mobility,” in 2010 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2010, pp. 1–7.DOI: 10.1109/isgteurope.2010.5638854D. G. Hart, “Using AMI to realize the Smart Grid,” in 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008, pp. 1–2. DOI: 10.1109/pes.2008.4596961G. Abdulla, “The deployment of advanced metering infrastructure,” in 2015 First Workshop on Smart Grid and Renewable Energy (SGRE), 2015, pp. 1–3. DOI: 10.1109/sgre.2015.7208738S. Karnouskos, O. Terzidis, and P. Karnouskos, “An advanced metering infrastructure for future energy networks,” New Technol. Mobil. Secur., pp. 597–606, 2007. https://doi.org/10.1007/978-1-4020-6270-4_49R. R. Mohassel, A. Fung, F. Mohammadi, and K. Raahemifar,“Application of Advanced Metering Infrastructure in Smart Grids,” in 22nd Mediterranean Conference on Control and Automation, 2014, pp. 822–828. DOI: 10.1109/med.2014.6961475E. Hanser, “Scrum,” in Springer, Springer, Ed. Berlin: Springer, Berlin, Heidelberg, 2010, pp. 61–77. DOI: 10.1007/978-3-642-12313-9_5E. Hanser, Agile Prozesse: Von XP über Scrum bis MAP, Springer. Berlin, Heidelberg: Springer Berlin Heidelberg, 2010. DOI: 10.1007/978-3-642-12313-9D. Kolberg and D. Zühlke, “Lean Automation enabled by Industry 4.0 Technologies,” IFAC-PapersOnLine, vol. 48, no. 3, pp. 1870–1875, 2015. DOI: 10.1016/j.ifacol.2015.06.359N. Bodek, Kanban Just-in Time at Toyota, CRC Press. New York: Routledge, 2018. DOI: 10.1201/9780203749715K. Beck et al., “Manifesto for Agile Software Development,” Availible: https://agilemanifesto.org/iso/es/manifesto.html. [Online]. Available: https://agilemanifesto.org/iso/es/manifesto.html.J. Highsmith and A. Cockburn, “Agile software development: the business of innovation,” Computer (Long. Beach. Calif)., vol. 34, no. 9, pp. 120–127, 2001. DOI: 10.1109/2.947100M. McGranaghan and F. Goodman, “Technical and system requirements for advanced distribution automation,” in 18th International Conference and Exhibition on Electricity Distribution (CIRED 2005), 2005, vol. 2005, pp. v5-93-v5-93. DOI: 10.1049/cp:20051374R. E. Brown, “Impact of Smart Grid on distribution system design,” in 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century, 2008, pp. 1–4. DOI: 10.1109/pes.2008.4596843F. Zavoda, “The key role of intelligent electronic devices (IED) in advanced Distribution Automation (ADA),” in 2008 China International Conference on Electricity Distribution, 2008, pp. 1–7. DOI: 10.1109/ciced.2008.5211637F. Zavoda, “Aassessing PQ Disturbances Using PQ Features of Distribution Network Equipment,” CEATI Rep. T044700-5121, 2005.F. Zavoda, “Advanced distribution automation (ADA) applications and power quality in Smart Grids,” CICED 2010 Proc., pp. 1–7, 2010.L. Paddock and K. San Martano, Energy Supply Planning in a Distributed Energy Resources World, vol. 1. Oxford University Press, 2018. DOI: 10.1093/oso/9780198822080.003.0021M. Daneshvar, B. Mohammadi-ivatloo, and K. Zare, “Integration of Distributed Energy Resources Under the Transactive Energy Structure in the Future Smart Distribution Networks,” in Operation of Distributed Energy Resources in Smart Distribution Networks, Tabriz: Elsevier, 2018, pp. 349–379. DOI: 10.1016/b978-0-12-814891-4.00014-xGeneration Placement in Power Distribution Networks: Models, Methods, and Future Research,” IEEE Trans. Power Syst., vol. 28, no. 3, pp. 3420–3428, Aug. 2013. DOI: 10.1109/tpwrs.2012.2237043M. Marzband, N. Parhizi, M. Savaghebi, and J. M. Guerrero, “Distributed Smart Decision-Making for a Multimicrogrid System Based on a Hierarchical Interactive Architecture,” IEEE Trans. Energy Convers., vol. 31, no. 2, pp. 637–648, Jun. 2016. DOI: 10.1109/tec.2015.2505358P. Dimitrov, L. Piroddi, and M. Prandini, “Distributed allocation of a shared energy storage system in a microgrid,” in 2016 American Control Conference (ACC), 2016, pp. 3551–3556. DOI: 10.1109/acc.2016.7525464J. H. Braslavsky, J. R. Wall, and L. J. Reedman, “Optimal distributed energy resources and the cost of reduced greenhouse gas emissions in a large retail shopping centre,” Appl. Energy, vol. 155, pp. 120–130, 2015. DOI: 10.1016/j.apenergy.2015.05.085H. Jiayi, J. Chuanwen, and X. Rong, “A review on distributed energy resources and MicroGrid,” Renew. Sustain. Energy Rev., vol. 12, no. 9, pp. 2472–2483, 2008. DOI: 10.1016/j.rser.2007.06.004J. Driesen and F. Katiraei, “Design for distributed energy resources,” IEEE Power Energy Mag., vol. 6, no. 3, pp. 30–40, May 2008. DOI: 10.1109/mpe.2008.918703E. J. Donahue, “Microgrids:Applications,solutions,case studies,and demostrations,” Intech, vol. i, no. tourism, p. 13, 2016. DOI: 10.5772/intechopen.83560S. Sinha and S. S. Chandel, “Review of software tools for hybrid renewable energy systems,” Renew. Sustain. Energy Rev., vol. 32, pp. 192–205, 2014. DOI: 10.1016/j.rser.2014.01.035P. Faria, “Distributed energy resources management,” Energies, vol. 12, no. 3, pp. 10–12, 2019. DOI: 10.3390/en12030550J. M. Guerrero, J. C. Vasquez, and R. Teodorescu, “Hierarchical control of droop-controlled DC and AC microgrids — a general approach towards standardization,” in 2009 35th Annual Conference of IEEE Industrial Electronics, 2009, pp. 4305–4310. DOI: 10.1109/iecon.2009.5414926J. Mera, “Análisis del proceso de pruebas de calidad de software,” Ing. Solidar., vol. 12, no. 20, pp. 163–176, 2016. DOI: 10.16925/in.v12i20.1482J. Mera Paz and J. Cano Beltran, “Diagnóstico de pruebas de calidad en software para ambientes virtuales de aprendizaje sobre dispositivos móviles Diagnostic of quality tests in software for virtual learning environments on mobile devices,” 2018, pp. 144–150.C. Yajure and Y. Arlenis, “Decisiones Multicriterio Para La Jerarquización De Tecnologías De Energías Renovables a Utilizar En La Producción De Electricidad .,” Scientia Tech. Año XXII, vol. 22, no. 3, pp. 273–281, 2017.Aplicaciones de micro-redesArquitecturas de micro-redCiudades sosteniblesDesarrollo regionalEnergía asequible y limpiaRed inteligenteObjetivos de Desarrollo SostenibleAffordable and clean energyMicro-grid applicationsMicro-grid architecturesRegional developmentSmart gridSustainable citiesSustainable Development Goals.A systematic mapping study of micro-grid architecturesArtículohttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionAtribucióninfo:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2PublicationORIGINALA systematic mapping study of micro-grid architectures.pdfA systematic mapping study of micro-grid 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