Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices
| Autor(a) principal: | |
|---|---|
| Data de Publicação: | 2024 |
| Outros Autores: | , , , , |
| Tipo de documento: | Artigo |
| Idioma: | eng |
| Título da fonte: | Repositório Institucional da UNESP |
| Texto Completo: | http://dx.doi.org/10.1016/j.apenergy.2023.122545 https://hdl.handle.net/11449/302525 |
Resumo: | Although the optimal power flow (OPF) problem has been extensively studied, solving realistic OPF models that accurately represent the operating behavior of power system components remains challenging. This paper proposes a novel model for the AC OPF problem, aiming to minimize the fuel costs of thermal units while taking into account valve-point loading effects (VPLE), prohibited operation zones (POZ), multiple fuel options (MFO), and operational rules associated with the discrete tap ratios of on-load tap changer (OLTC) transformers and with the discrete shunt susceptances of capacitor/reactor banks. These rules are represented using complementarity constraints. We propose a solution approach that integrates several strategies to address the non-smooth features of the objective function related to VPLE, the disjoint constraints and functions tied to POZ and MFO, the discrete characteristics of the reactive control variables, and the complementarity constraints governing operational rules linked to voltage control devices such as OLTC transformers and capacitor/reactor banks. The resulting optimization problem is designed to be compatible with commercial solver packages. Numerical tests on the IEEE 30, 118, and 300-bus systems aim to examine the cumulative impact of these operational factors on the optimal solution. The solution strategy proposed has demonstrated its effectiveness in solving the proposed OPF problem within reasonable computation times. |
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Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devicesBranch-and-boundComplementarity constraintsDisjoint constraintsMixed integer nonlinear programmingOptimal power flowAlthough the optimal power flow (OPF) problem has been extensively studied, solving realistic OPF models that accurately represent the operating behavior of power system components remains challenging. This paper proposes a novel model for the AC OPF problem, aiming to minimize the fuel costs of thermal units while taking into account valve-point loading effects (VPLE), prohibited operation zones (POZ), multiple fuel options (MFO), and operational rules associated with the discrete tap ratios of on-load tap changer (OLTC) transformers and with the discrete shunt susceptances of capacitor/reactor banks. These rules are represented using complementarity constraints. We propose a solution approach that integrates several strategies to address the non-smooth features of the objective function related to VPLE, the disjoint constraints and functions tied to POZ and MFO, the discrete characteristics of the reactive control variables, and the complementarity constraints governing operational rules linked to voltage control devices such as OLTC transformers and capacitor/reactor banks. The resulting optimization problem is designed to be compatible with commercial solver packages. Numerical tests on the IEEE 30, 118, and 300-bus systems aim to examine the cumulative impact of these operational factors on the optimal solution. The solution strategy proposed has demonstrated its effectiveness in solving the proposed OPF problem within reasonable computation times.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Universidade Estadual Paulista (UNESP) Faculdade de Engenharia, Campus BauruInstituto Federal de São Paulo (IFSP), Campus Presidente EpitácioUniversidade Estadual Paulista (UNESP) Faculdade de Ciências, Campus BauruUniversidade Estadual Paulista (UNESP) Faculdade de Engenharia, Campus BauruUniversidade Estadual Paulista (UNESP) Faculdade de Ciências, Campus BauruCNPq: 314711/2020-1CAPES: 88887.493997/2020-0Universidade Estadual Paulista (UNESP)Instituto Federal de São Paulo (IFSP)Alencar, Marina Valença [UNESP]da Silva, Diego NunesNepomuceno, Leonardo [UNESP]Martins, André Christóvão Pio [UNESP]Balbo, Antonio Roberto [UNESP]Soler, Edilaine Martins [UNESP]2025-04-29T19:14:47Z2024-03-15info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.apenergy.2023.122545Applied Energy, v. 358.0306-2619https://hdl.handle.net/11449/30252510.1016/j.apenergy.2023.1225452-s2.0-85181814078Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengApplied Energyinfo:eu-repo/semantics/openAccess2025-04-30T14:01:15Zoai:repositorio.unesp.br:11449/302525Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462025-04-30T14:01:15Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
| dc.title.none.fl_str_mv |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| title |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| spellingShingle |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices Alencar, Marina Valença [UNESP] Branch-and-bound Complementarity constraints Disjoint constraints Mixed integer nonlinear programming Optimal power flow |
| title_short |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| title_full |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| title_fullStr |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| title_full_unstemmed |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| title_sort |
Discrete optimal power flow with prohibited zones, multiple-fuel options, and practical operational rules for control devices |
| author |
Alencar, Marina Valença [UNESP] |
| author_facet |
Alencar, Marina Valença [UNESP] da Silva, Diego Nunes Nepomuceno, Leonardo [UNESP] Martins, André Christóvão Pio [UNESP] Balbo, Antonio Roberto [UNESP] Soler, Edilaine Martins [UNESP] |
| author_role |
author |
| author2 |
da Silva, Diego Nunes Nepomuceno, Leonardo [UNESP] Martins, André Christóvão Pio [UNESP] Balbo, Antonio Roberto [UNESP] Soler, Edilaine Martins [UNESP] |
| author2_role |
author author author author author |
| dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (UNESP) Instituto Federal de São Paulo (IFSP) |
| dc.contributor.author.fl_str_mv |
Alencar, Marina Valença [UNESP] da Silva, Diego Nunes Nepomuceno, Leonardo [UNESP] Martins, André Christóvão Pio [UNESP] Balbo, Antonio Roberto [UNESP] Soler, Edilaine Martins [UNESP] |
| dc.subject.por.fl_str_mv |
Branch-and-bound Complementarity constraints Disjoint constraints Mixed integer nonlinear programming Optimal power flow |
| topic |
Branch-and-bound Complementarity constraints Disjoint constraints Mixed integer nonlinear programming Optimal power flow |
| description |
Although the optimal power flow (OPF) problem has been extensively studied, solving realistic OPF models that accurately represent the operating behavior of power system components remains challenging. This paper proposes a novel model for the AC OPF problem, aiming to minimize the fuel costs of thermal units while taking into account valve-point loading effects (VPLE), prohibited operation zones (POZ), multiple fuel options (MFO), and operational rules associated with the discrete tap ratios of on-load tap changer (OLTC) transformers and with the discrete shunt susceptances of capacitor/reactor banks. These rules are represented using complementarity constraints. We propose a solution approach that integrates several strategies to address the non-smooth features of the objective function related to VPLE, the disjoint constraints and functions tied to POZ and MFO, the discrete characteristics of the reactive control variables, and the complementarity constraints governing operational rules linked to voltage control devices such as OLTC transformers and capacitor/reactor banks. The resulting optimization problem is designed to be compatible with commercial solver packages. Numerical tests on the IEEE 30, 118, and 300-bus systems aim to examine the cumulative impact of these operational factors on the optimal solution. The solution strategy proposed has demonstrated its effectiveness in solving the proposed OPF problem within reasonable computation times. |
| publishDate |
2024 |
| dc.date.none.fl_str_mv |
2024-03-15 2025-04-29T19:14:47Z |
| dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
| dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| status_str |
publishedVersion |
| dc.identifier.uri.fl_str_mv |
http://dx.doi.org/10.1016/j.apenergy.2023.122545 Applied Energy, v. 358. 0306-2619 https://hdl.handle.net/11449/302525 10.1016/j.apenergy.2023.122545 2-s2.0-85181814078 |
| url |
http://dx.doi.org/10.1016/j.apenergy.2023.122545 https://hdl.handle.net/11449/302525 |
| identifier_str_mv |
Applied Energy, v. 358. 0306-2619 10.1016/j.apenergy.2023.122545 2-s2.0-85181814078 |
| dc.language.iso.fl_str_mv |
eng |
| language |
eng |
| dc.relation.none.fl_str_mv |
Applied Energy |
| dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
| eu_rights_str_mv |
openAccess |
| dc.source.none.fl_str_mv |
Scopus reponame:Repositório Institucional da UNESP instname:Universidade Estadual Paulista (UNESP) instacron:UNESP |
| instname_str |
Universidade Estadual Paulista (UNESP) |
| instacron_str |
UNESP |
| institution |
UNESP |
| reponame_str |
Repositório Institucional da UNESP |
| collection |
Repositório Institucional da UNESP |
| repository.name.fl_str_mv |
Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP) |
| repository.mail.fl_str_mv |
repositoriounesp@unesp.br |
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1834482431426560000 |