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

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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...

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Detalles Bibliográficos
Autor: Felix Ruiz, Ruben Said
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
format doctoralThesis
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.14076/25227
url http://hdl.handle.net/20.500.14076/25227
dc.language.iso.en.fl_str_mv eng
language eng
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dc.publisher.es.fl_str_mv Universidad Nacional de Ingeniería
dc.publisher.country.es.fl_str_mv PE
dc.source.es.fl_str_mv Universidad Nacional de Ingeniería
Repositorio Institucional - UNI
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spelling 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). 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