Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis

Detalhes bibliográficos
Autor(a) principal: Petean-Pina, A. [UNESP]
Data de Publicação: 2018
Outros Autores: Opathella, Chandrabhanu, Venkatesh, Bala, IEEE
Tipo de documento: Artigo de conferência
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://hdl.handle.net/11449/184356
Resumo: Transmission systems worldwide were designed predominantly for operation with conventional synchronous generation but are now evolving to include the integration of large amounts of renewable generation. These generators are sited at resource-rich locations, causing a geographical shift in power injections into transmission systems, in some cases, subjecting them to undue stress. In many transmission systems, the capacity to integrate wind resources has been exhausted. In these circumstances, assessing the effect of the uncertainty inherent in wind forecasts with respect to system voltage stability is very important. This paper proposes a method for providing such an assessment. Using an optimal power flow algorithm, a Hessian matrix of the power balance equations is determined, which linearly relates changes in the minimum singular value of the system Jacobian to changes in bus-wise real power injections. This relationship is then employed for examining the effect of the uncertainty in the wind power forecast with respect to system voltage stability. The proposed method has been applied for studying these effects in IEEE 6-bus, 57-bus, and 118-bus systems. The same systems were also investigated using the minimum singular values of the system Jacobian matrix. The comparison of results from two methods demonstrates the effectiveness of the proposed technique.
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spelling Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value AnalysisMinimum singular valuevoltage stabilitywind power generationwind power variationsTransmission systems worldwide were designed predominantly for operation with conventional synchronous generation but are now evolving to include the integration of large amounts of renewable generation. These generators are sited at resource-rich locations, causing a geographical shift in power injections into transmission systems, in some cases, subjecting them to undue stress. In many transmission systems, the capacity to integrate wind resources has been exhausted. In these circumstances, assessing the effect of the uncertainty inherent in wind forecasts with respect to system voltage stability is very important. This paper proposes a method for providing such an assessment. Using an optimal power flow algorithm, a Hessian matrix of the power balance equations is determined, which linearly relates changes in the minimum singular value of the system Jacobian to changes in bus-wise real power injections. This relationship is then employed for examining the effect of the uncertainty in the wind power forecast with respect to system voltage stability. The proposed method has been applied for studying these effects in IEEE 6-bus, 57-bus, and 118-bus systems. The same systems were also investigated using the minimum singular values of the system Jacobian matrix. The comparison of results from two methods demonstrates the effectiveness of the proposed technique.Unitoledo Aracatuba, Aracatuba, BrazilUNESP Ilha Solteira, Ilha Solteira, BrazilRyerson Univ, Ctr Urban Energy, Toronto, ON, CanadaUNESP Ilha Solteira, Ilha Solteira, BrazilIeeeUnitoledo AracatubaUniversidade Estadual Paulista (Unesp)Ryerson UnivPetean-Pina, A. [UNESP]Opathella, ChandrabhanuVenkatesh, BalaIEEE2019-10-04T11:56:54Z2019-10-04T11:56:54Z2018-01-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject72018 Ieee Electrical Power And Energy Conference (epec). New York: Ieee, 7 p., 2018.2381-2842http://hdl.handle.net/11449/184356WOS:000458814200079Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPeng2018 Ieee Electrical Power And Energy Conference (epec)info:eu-repo/semantics/openAccess2021-10-22T21:09:51Zoai:repositorio.unesp.br:11449/184356Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462021-10-22T21:09:51Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
title Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
spellingShingle Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
Petean-Pina, A. [UNESP]
Minimum singular value
voltage stability
wind power generation
wind power variations
title_short Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
title_full Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
title_fullStr Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
title_full_unstemmed Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
title_sort Effect of Wind Generation Uncertainty on Voltage Stability - A Singular Value Analysis
author Petean-Pina, A. [UNESP]
author_facet Petean-Pina, A. [UNESP]
Opathella, Chandrabhanu
Venkatesh, Bala
IEEE
author_role author
author2 Opathella, Chandrabhanu
Venkatesh, Bala
IEEE
author2_role author
author
author
dc.contributor.none.fl_str_mv Unitoledo Aracatuba
Universidade Estadual Paulista (Unesp)
Ryerson Univ
dc.contributor.author.fl_str_mv Petean-Pina, A. [UNESP]
Opathella, Chandrabhanu
Venkatesh, Bala
IEEE
dc.subject.por.fl_str_mv Minimum singular value
voltage stability
wind power generation
wind power variations
topic Minimum singular value
voltage stability
wind power generation
wind power variations
description Transmission systems worldwide were designed predominantly for operation with conventional synchronous generation but are now evolving to include the integration of large amounts of renewable generation. These generators are sited at resource-rich locations, causing a geographical shift in power injections into transmission systems, in some cases, subjecting them to undue stress. In many transmission systems, the capacity to integrate wind resources has been exhausted. In these circumstances, assessing the effect of the uncertainty inherent in wind forecasts with respect to system voltage stability is very important. This paper proposes a method for providing such an assessment. Using an optimal power flow algorithm, a Hessian matrix of the power balance equations is determined, which linearly relates changes in the minimum singular value of the system Jacobian to changes in bus-wise real power injections. This relationship is then employed for examining the effect of the uncertainty in the wind power forecast with respect to system voltage stability. The proposed method has been applied for studying these effects in IEEE 6-bus, 57-bus, and 118-bus systems. The same systems were also investigated using the minimum singular values of the system Jacobian matrix. The comparison of results from two methods demonstrates the effectiveness of the proposed technique.
publishDate 2018
dc.date.none.fl_str_mv 2018-01-01
2019-10-04T11:56:54Z
2019-10-04T11:56:54Z
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 2018 Ieee Electrical Power And Energy Conference (epec). New York: Ieee, 7 p., 2018.
2381-2842
http://hdl.handle.net/11449/184356
WOS:000458814200079
identifier_str_mv 2018 Ieee Electrical Power And Energy Conference (epec). New York: Ieee, 7 p., 2018.
2381-2842
WOS:000458814200079
url http://hdl.handle.net/11449/184356
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 2018 Ieee Electrical Power And Energy Conference (epec)
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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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reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
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