Optimal short-term operation of a DisCo including voltage-sensitive loads
Autor(a) principal: | |
---|---|
Data de Publicação: | 2016 |
Outros Autores: | , , |
Tipo de documento: | Artigo de conferência |
Idioma: | eng |
Título da fonte: | Repositório Institucional da UNESP |
Texto Completo: | http://dx.doi.org/10.1109/PSCC.2016.7540841 http://hdl.handle.net/11449/178265 |
Resumo: | This paper presents a probabilistic approach for the short-term operation of a distribution company (DisCo) considering voltage-sensitive loads. The DisCo's operational decisions are optimized in a day-ahead operation planning to maximize the difference between the energy sold to consumers and the purchases from the wholesale electricity market and distributed generators. The network is modeled using ac power flow. The DisCo's model also includes technical and economic constraints. The technical constraints represent voltage-sensitive loads, stationary batteries, elastic demand, and physical limits. The economic constraints include the time-varying retail pricing constraints. The resulting model is a large-scale, nonlinear, mixed-integer program. Linearizations are not practical and, tractability and accuracy would be sacrificed. Instead, we propose a solution approach based on Tabu Search capable of handling nonlinearities associated with both the ac power flow model and voltage-sensitive loads. Numerical results from a 69-bus distribution system illustrate the effectiveness of this approach. |
id |
UNSP_24e4d570c270e4d4f49eb38a6281a814 |
---|---|
oai_identifier_str |
oai:repositorio.unesp.br:11449/178265 |
network_acronym_str |
UNSP |
network_name_str |
Repositório Institucional da UNESP |
repository_id_str |
2946 |
spelling |
Optimal short-term operation of a DisCo including voltage-sensitive loadsDay-ahead operation planningDisCoTabu Searchtimevarying retail pricingvoltage-sensitive loadsThis paper presents a probabilistic approach for the short-term operation of a distribution company (DisCo) considering voltage-sensitive loads. The DisCo's operational decisions are optimized in a day-ahead operation planning to maximize the difference between the energy sold to consumers and the purchases from the wholesale electricity market and distributed generators. The network is modeled using ac power flow. The DisCo's model also includes technical and economic constraints. The technical constraints represent voltage-sensitive loads, stationary batteries, elastic demand, and physical limits. The economic constraints include the time-varying retail pricing constraints. The resulting model is a large-scale, nonlinear, mixed-integer program. Linearizations are not practical and, tractability and accuracy would be sacrificed. Instead, we propose a solution approach based on Tabu Search capable of handling nonlinearities associated with both the ac power flow model and voltage-sensitive loads. Numerical results from a 69-bus distribution system illustrate the effectiveness of this approach.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Universidade Estadual Paulista UNESPUniversity of Washington UWUniversidade Estadual Paulista UNESPFAPESP: 2013/13070-7FAPESP: 2014/22314-0Universidade Estadual Paulista (Unesp)UWCerbantes, Marcel Chuma [UNESP]Mantovani, José Roberto Sanches [UNESP]Fernández-Blanco, RicardoOrtega-Vazquez, Miguel A.2018-12-11T17:29:33Z2018-12-11T17:29:33Z2016-08-10info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObjecthttp://dx.doi.org/10.1109/PSCC.2016.754084119th Power Systems Computation Conference, PSCC 2016.http://hdl.handle.net/11449/17826510.1109/PSCC.2016.75408412-s2.0-84986581336Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPeng19th Power Systems Computation Conference, PSCC 2016info:eu-repo/semantics/openAccess2024-07-04T19:11:45Zoai:repositorio.unesp.br:11449/178265Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-05T20:30:18.134134Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false |
dc.title.none.fl_str_mv |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
title |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
spellingShingle |
Optimal short-term operation of a DisCo including voltage-sensitive loads Cerbantes, Marcel Chuma [UNESP] Day-ahead operation planning DisCo Tabu Search timevarying retail pricing voltage-sensitive loads |
title_short |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
title_full |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
title_fullStr |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
title_full_unstemmed |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
title_sort |
Optimal short-term operation of a DisCo including voltage-sensitive loads |
author |
Cerbantes, Marcel Chuma [UNESP] |
author_facet |
Cerbantes, Marcel Chuma [UNESP] Mantovani, José Roberto Sanches [UNESP] Fernández-Blanco, Ricardo Ortega-Vazquez, Miguel A. |
author_role |
author |
author2 |
Mantovani, José Roberto Sanches [UNESP] Fernández-Blanco, Ricardo Ortega-Vazquez, Miguel A. |
author2_role |
author author author |
dc.contributor.none.fl_str_mv |
Universidade Estadual Paulista (Unesp) UW |
dc.contributor.author.fl_str_mv |
Cerbantes, Marcel Chuma [UNESP] Mantovani, José Roberto Sanches [UNESP] Fernández-Blanco, Ricardo Ortega-Vazquez, Miguel A. |
dc.subject.por.fl_str_mv |
Day-ahead operation planning DisCo Tabu Search timevarying retail pricing voltage-sensitive loads |
topic |
Day-ahead operation planning DisCo Tabu Search timevarying retail pricing voltage-sensitive loads |
description |
This paper presents a probabilistic approach for the short-term operation of a distribution company (DisCo) considering voltage-sensitive loads. The DisCo's operational decisions are optimized in a day-ahead operation planning to maximize the difference between the energy sold to consumers and the purchases from the wholesale electricity market and distributed generators. The network is modeled using ac power flow. The DisCo's model also includes technical and economic constraints. The technical constraints represent voltage-sensitive loads, stationary batteries, elastic demand, and physical limits. The economic constraints include the time-varying retail pricing constraints. The resulting model is a large-scale, nonlinear, mixed-integer program. Linearizations are not practical and, tractability and accuracy would be sacrificed. Instead, we propose a solution approach based on Tabu Search capable of handling nonlinearities associated with both the ac power flow model and voltage-sensitive loads. Numerical results from a 69-bus distribution system illustrate the effectiveness of this approach. |
publishDate |
2016 |
dc.date.none.fl_str_mv |
2016-08-10 2018-12-11T17:29:33Z 2018-12-11T17:29:33Z |
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 |
http://dx.doi.org/10.1109/PSCC.2016.7540841 19th Power Systems Computation Conference, PSCC 2016. http://hdl.handle.net/11449/178265 10.1109/PSCC.2016.7540841 2-s2.0-84986581336 |
url |
http://dx.doi.org/10.1109/PSCC.2016.7540841 http://hdl.handle.net/11449/178265 |
identifier_str_mv |
19th Power Systems Computation Conference, PSCC 2016. 10.1109/PSCC.2016.7540841 2-s2.0-84986581336 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
19th Power Systems Computation Conference, PSCC 2016 |
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 |
|
_version_ |
1808129211066482688 |