Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems
Descripción del Articulo
One of the main challenges the Peruvian Electric System faces is the coordinated expansion of generation capacity and transmission to supply the demand requirements in the medium and long-term. Likewise, this process occurs in a context in which non-conventional renewable technologies such as solar...
| Autor: | |
|---|---|
| Formato: | tesis doctoral |
| Fecha de Publicación: | 2021 |
| Institución: | Universidad Nacional de Ingeniería |
| Repositorio: | UNI-Tesis |
| Lenguaje: | inglés |
| OAI Identifier: | oai:cybertesis.uni.edu.pe:20.500.14076/25227 |
| Enlace del recurso: | http://hdl.handle.net/20.500.14076/25227 |
| Nivel de acceso: | acceso abierto |
| Materia: | Sistema eléctrico peruano Planificación óptima Energía solar fotovoltaica Energía eólica Tecnologías renovables no convencionales https://purl.org/pe-repo/ocde/ford#2.03.02 |
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| dc.title.en.fl_str_mv |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| title |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| spellingShingle |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems Felix Ruiz, Ruben Said Sistema eléctrico peruano Planificación óptima Energía solar fotovoltaica Energía eólica Tecnologías renovables no convencionales https://purl.org/pe-repo/ocde/ford#2.03.02 |
| title_short |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| title_full |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| title_fullStr |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| title_full_unstemmed |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| title_sort |
Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systems |
| dc.creator.none.fl_str_mv |
Felix Ruiz, Ruben Said |
| author |
Felix Ruiz, Ruben Said |
| author_facet |
Felix Ruiz, Ruben Said |
| author_role |
author |
| dc.contributor.advisor.fl_str_mv |
Ocaña Anaya, Eladio Teófilo Gonzáles Palomino, Raúl |
| dc.contributor.author.fl_str_mv |
Felix Ruiz, Ruben Said |
| dc.subject.es.fl_str_mv |
Sistema eléctrico peruano Planificación óptima Energía solar fotovoltaica Energía eólica Tecnologías renovables no convencionales |
| topic |
Sistema eléctrico peruano Planificación óptima Energía solar fotovoltaica Energía eólica Tecnologías renovables no convencionales https://purl.org/pe-repo/ocde/ford#2.03.02 |
| dc.subject.ocde.es.fl_str_mv |
https://purl.org/pe-repo/ocde/ford#2.03.02 |
| description |
One of the main challenges the Peruvian Electric System faces is the coordinated expansion of generation capacity and transmission to supply the demand requirements in the medium and long-term. Likewise, this process occurs in a context in which non-conventional renewable technologies such as solar photovoltaic (PV) and wind have experienced considerable cost reductions, which, added to the short development times that they entail, make them the ideal candidates to carry out the expansion of generation capacity. However, it is found that the country currently lacks the tools to carry out medium and long-term expansion planning considering these new technologies. Thus, this thesis presents 1) a methodology to synthesize hourly time series of solar PV and wind generation anywhere in the country, 2) a technique to reduce (cluster) the dimension of planning problems, and 3) an optimization model for the expansion of an electric power system that considers the operation of renewable plants, energy storage systems, and the AC short-term constraints. The results obtained show that these three proposals together make up a complete planning framework that allows evaluating different power systems in a context of scarcity of information, taking care of short-term validity of medium and long-term solutions, and achieving a correct trade-off between the technical and economic benefits of the solutions, versus the operating and investment costs of the decisions. |
| publishDate |
2021 |
| dc.date.accessioned.none.fl_str_mv |
2023-06-27T21:27:53Z |
| dc.date.available.none.fl_str_mv |
2023-06-27T21:27:53Z |
| dc.date.issued.fl_str_mv |
2021 |
| dc.type.es.fl_str_mv |
info:eu-repo/semantics/doctoralThesis |
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doctoralThesis |
| dc.identifier.uri.none.fl_str_mv |
http://hdl.handle.net/20.500.14076/25227 |
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http://hdl.handle.net/20.500.14076/25227 |
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eng |
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eng |
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SUNEDU |
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info:eu-repo/semantics/openAccess |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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application/pdf |
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Universidad Nacional de Ingeniería |
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PE |
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Universidad Nacional de Ingeniería Repositorio Institucional - UNI |
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Ocaña Anaya, Eladio TeófiloGonzáles Palomino, RaúlFelix Ruiz, Ruben SaidFelix Ruiz, Ruben Said2023-06-27T21:27:53Z2023-06-27T21:27:53Z2021http://hdl.handle.net/20.500.14076/25227One of the main challenges the Peruvian Electric System faces is the coordinated expansion of generation capacity and transmission to supply the demand requirements in the medium and long-term. Likewise, this process occurs in a context in which non-conventional renewable technologies such as solar photovoltaic (PV) and wind have experienced considerable cost reductions, which, added to the short development times that they entail, make them the ideal candidates to carry out the expansion of generation capacity. However, it is found that the country currently lacks the tools to carry out medium and long-term expansion planning considering these new technologies. Thus, this thesis presents 1) a methodology to synthesize hourly time series of solar PV and wind generation anywhere in the country, 2) a technique to reduce (cluster) the dimension of planning problems, and 3) an optimization model for the expansion of an electric power system that considers the operation of renewable plants, energy storage systems, and the AC short-term constraints. The results obtained show that these three proposals together make up a complete planning framework that allows evaluating different power systems in a context of scarcity of information, taking care of short-term validity of medium and long-term solutions, and achieving a correct trade-off between the technical and economic benefits of the solutions, versus the operating and investment costs of the decisions.Submitted by Quispe Rabanal Flavio (flaviofime@hotmail.com) on 2023-06-27T21:27:53Z No. of bitstreams: 4 felix_rr.pdf: 4806623 bytes, checksum: c19d95a06a8c786c071354de3b79b83a (MD5) felix_rr(acta).pdf: 108134 bytes, checksum: 1696c0249e99c008e849f3f9c878ba17 (MD5) informe_de_similitud.pdf: 163380 bytes, checksum: b9f8c697b74f3695bc744abfcd5eaec8 (MD5) carta_de_autorización.pdf: 158771 bytes, checksum: 3b5b5c6faa56db2917238bf6dd0b568d (MD5)Made available in DSpace on 2023-06-27T21:27:53Z (GMT). No. of bitstreams: 4 felix_rr.pdf: 4806623 bytes, checksum: c19d95a06a8c786c071354de3b79b83a (MD5) felix_rr(acta).pdf: 108134 bytes, checksum: 1696c0249e99c008e849f3f9c878ba17 (MD5) informe_de_similitud.pdf: 163380 bytes, checksum: b9f8c697b74f3695bc744abfcd5eaec8 (MD5) carta_de_autorización.pdf: 158771 bytes, checksum: 3b5b5c6faa56db2917238bf6dd0b568d (MD5) Previous issue date: 2021Tesisapplication/pdfengUniversidad Nacional de IngenieríaPEinfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Universidad Nacional de IngenieríaRepositorio Institucional - UNIreponame:UNI-Tesisinstname:Universidad Nacional de Ingenieríainstacron:UNISistema eléctrico peruanoPlanificación óptimaEnergía solar fotovoltaicaEnergía eólicaTecnologías renovables no convencionaleshttps://purl.org/pe-repo/ocde/ford#2.03.02Optimal power system expansion planning including renewable plants, storage systems and ac short-term operation constraints using time-series synthesis and clustering: application in medium-size peruvian power systemsinfo:eu-repo/semantics/doctoralThesisSUNEDUDoctor en Ciencias con Mención en EnergéticaUniversidad Nacional de Ingeniería. Facultad de Ingeniería Mecánica. Unidad de PosgradoDoctoradoDoctorado en Ciencias con Mención en EnergéticaDoctoradohttps://orcid.org/0000-0001-5960-7366158642771069947547538856https://purl.org/pe-repo/renati/type#tesishttps://purl.org/pe-repo/renati/level#doctor711018Ríos Villacorta, AlbertoLuyo Kuong, Jaime EulogioChávez Vivar, JavierCáceres Cárdenas, Félix VíctorTEXTfelix_rr.pdf.txtfelix_rr.pdf.txtExtracted texttext/plain249518http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/6/felix_rr.pdf.txtcb4f302769aab4f3d24fe10c560db5b2MD56felix_rr(acta).pdf.txtfelix_rr(acta).pdf.txtExtracted texttext/plain2039http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/7/felix_rr%28acta%29.pdf.txta62c07c844e5f28343ec93553fead7bbMD57informe_de_similitud.pdf.txtinforme_de_similitud.pdf.txtExtracted texttext/plain3871http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/8/informe_de_similitud.pdf.txta718d3fd550bac332a7d1a7d21ab601cMD58carta_de_autorización.pdf.txtcarta_de_autorización.pdf.txtExtracted texttext/plain2828http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/9/carta_de_autorizaci%c3%b3n.pdf.txt61726c16adadcb1c02c4418b563cdc14MD59LICENSElicense.txtlicense.txttext/plain; charset=utf-81748http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/5/license.txt8a4605be74aa9ea9d79846c1fba20a33MD55ORIGINALfelix_rr.pdffelix_rr.pdfapplication/pdf4806623http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/1/felix_rr.pdfc19d95a06a8c786c071354de3b79b83aMD51felix_rr(acta).pdffelix_rr(acta).pdfapplication/pdf108134http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/2/felix_rr%28acta%29.pdf1696c0249e99c008e849f3f9c878ba17MD52informe_de_similitud.pdfinforme_de_similitud.pdfapplication/pdf163380http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/3/informe_de_similitud.pdfb9f8c697b74f3695bc744abfcd5eaec8MD53carta_de_autorización.pdfcarta_de_autorización.pdfapplication/pdf158771http://cybertesis.uni.edu.pe/bitstream/20.500.14076/25227/4/carta_de_autorizaci%c3%b3n.pdf3b5b5c6faa56db2917238bf6dd0b568dMD5420.500.14076/25227oai:cybertesis.uni.edu.pe:20.500.14076/252272023-06-28 04:23:28.937Repositorio Institucional - UNIrepositorio@uni.edu.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 |
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Nota importante:
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La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).