Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets

Detalhes bibliográficos
Autor(a) principal: Arias, Nataly Banol [UNESP]
Data de Publicação: 2018
Outros Autores: Romero, Ruben [UNESP], Lopez, Juan Camilo, Rider, Marcos J., IEEE
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/196647
Resumo: Stationary energy storage systems (ESSs) are becoming a prominent option to support the power grid via ancillary services. For instance, transmission system operators (TSOs) can take advantage of the fast control capabilities of stationary ESSs to implement primary frequency regulation. However, capital costs are directly related to the battery energy capacity and the power rate of the charger. Thus, from the perspective of the ESS owner, the higher the ESS capacity is, the more expensive the initial investments result. Based on historical frequencies and given a regulation market, this paper proposes a multi-objective approach to determine the optimal size and objective state of charge of an stationary ESS participating in primary frequency regulation. The proposed optimization method is a flexible enumerative approach that, given a set of market rules and an investment cost function, returns the optimal Pareto front of the problem. The Pareto front is a suitable multi-objective optimization method that shows the trade-off between conflicting objective functions: capital cost and availability/profit. Using the regulation market structure of one of the largest TSOs in USA (PJM interconnection), simulations demonstrate that the proposed approach is a flexible and practical decision-making tool, that investors can exploit when designing their ESS to participate in primary frequency regulation markets.
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spelling Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation MarketsESS sizingfrequency regulationmulti-objective approachPareto frontierstationary energy storage systemsStationary energy storage systems (ESSs) are becoming a prominent option to support the power grid via ancillary services. For instance, transmission system operators (TSOs) can take advantage of the fast control capabilities of stationary ESSs to implement primary frequency regulation. However, capital costs are directly related to the battery energy capacity and the power rate of the charger. Thus, from the perspective of the ESS owner, the higher the ESS capacity is, the more expensive the initial investments result. Based on historical frequencies and given a regulation market, this paper proposes a multi-objective approach to determine the optimal size and objective state of charge of an stationary ESS participating in primary frequency regulation. The proposed optimization method is a flexible enumerative approach that, given a set of market rules and an investment cost function, returns the optimal Pareto front of the problem. The Pareto front is a suitable multi-objective optimization method that shows the trade-off between conflicting objective functions: capital cost and availability/profit. Using the regulation market structure of one of the largest TSOs in USA (PJM interconnection), simulations demonstrate that the proposed approach is a flexible and practical decision-making tool, that investors can exploit when designing their ESS to participate in primary frequency regulation markets.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Sao Paulo State Univ UNESP, Elect Engn Dept, Sch Engn Ilha Solteira, Ilha Solteira, SP, BrazilState Univ Campinas UNICAMP, Dept Energy Syst, Sch Elect & Comp Engn, Campinas, SP, BrazilSao Paulo State Univ UNESP, Elect Engn Dept, Sch Engn Ilha Solteira, Ilha Solteira, SP, BrazilFAPESP: 2015/21972-6FAPESP: 2015/12564-1IeeeUniversidade Estadual Paulista (Unesp)Universidade Estadual de Campinas (UNICAMP)Arias, Nataly Banol [UNESP]Romero, Ruben [UNESP]Lopez, Juan CamiloRider, Marcos J.IEEE2020-12-10T19:51:40Z2020-12-10T19:51:40Z2018-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject5Proceedings Of The 2018 Ieee Pes Transmission & Distribution Conference And Exhibition - Latin America (t&d-la). New York: Ieee, 5 p., 2018.2381-3571http://hdl.handle.net/11449/196647WOS:000518200300007Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengProceedings Of The 2018 Ieee Pes Transmission & Distribution Conference And Exhibition - Latin America (t&d-la)info:eu-repo/semantics/openAccess2021-10-23T08:59:31Zoai:repositorio.unesp.br:11449/196647Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-05-23T11:33:00.958750Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
title Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
spellingShingle Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
Arias, Nataly Banol [UNESP]
ESS sizing
frequency regulation
multi-objective approach
Pareto frontier
stationary energy storage systems
title_short Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
title_full Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
title_fullStr Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
title_full_unstemmed Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
title_sort Optimal Sizing of Stationary Energy Storage Systems Participating in Primary Frequency Regulation Markets
author Arias, Nataly Banol [UNESP]
author_facet Arias, Nataly Banol [UNESP]
Romero, Ruben [UNESP]
Lopez, Juan Camilo
Rider, Marcos J.
IEEE
author_role author
author2 Romero, Ruben [UNESP]
Lopez, Juan Camilo
Rider, Marcos J.
IEEE
author2_role author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
Universidade Estadual de Campinas (UNICAMP)
dc.contributor.author.fl_str_mv Arias, Nataly Banol [UNESP]
Romero, Ruben [UNESP]
Lopez, Juan Camilo
Rider, Marcos J.
IEEE
dc.subject.por.fl_str_mv ESS sizing
frequency regulation
multi-objective approach
Pareto frontier
stationary energy storage systems
topic ESS sizing
frequency regulation
multi-objective approach
Pareto frontier
stationary energy storage systems
description Stationary energy storage systems (ESSs) are becoming a prominent option to support the power grid via ancillary services. For instance, transmission system operators (TSOs) can take advantage of the fast control capabilities of stationary ESSs to implement primary frequency regulation. However, capital costs are directly related to the battery energy capacity and the power rate of the charger. Thus, from the perspective of the ESS owner, the higher the ESS capacity is, the more expensive the initial investments result. Based on historical frequencies and given a regulation market, this paper proposes a multi-objective approach to determine the optimal size and objective state of charge of an stationary ESS participating in primary frequency regulation. The proposed optimization method is a flexible enumerative approach that, given a set of market rules and an investment cost function, returns the optimal Pareto front of the problem. The Pareto front is a suitable multi-objective optimization method that shows the trade-off between conflicting objective functions: capital cost and availability/profit. Using the regulation market structure of one of the largest TSOs in USA (PJM interconnection), simulations demonstrate that the proposed approach is a flexible and practical decision-making tool, that investors can exploit when designing their ESS to participate in primary frequency regulation markets.
publishDate 2018
dc.date.none.fl_str_mv 2018-01-01
2020-12-10T19:51:40Z
2020-12-10T19:51:40Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/conferenceObject
format conferenceObject
status_str publishedVersion
dc.identifier.uri.fl_str_mv Proceedings Of The 2018 Ieee Pes Transmission & Distribution Conference And Exhibition - Latin America (t&d-la). New York: Ieee, 5 p., 2018.
2381-3571
http://hdl.handle.net/11449/196647
WOS:000518200300007
identifier_str_mv Proceedings Of The 2018 Ieee Pes Transmission & Distribution Conference And Exhibition - Latin America (t&d-la). New York: Ieee, 5 p., 2018.
2381-3571
WOS:000518200300007
url http://hdl.handle.net/11449/196647
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Proceedings Of The 2018 Ieee Pes Transmission & Distribution Conference And Exhibition - Latin America (t&d-la)
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eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Ieee
publisher.none.fl_str_mv Ieee
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
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repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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