Optimal operation of distributed battery energy storage system.
Resumen:
This paper presents an algorithm for the optimaloperable dispatch of distributed battery banks in systems with high integration of variable renewable energies. As a test case, the application of the algorithm is presented in a possible expansion of the Colombian system 2024-2039, subdivided into five regions each with its DBESS. The novelty lies in how to integrate a set of technologies such as stochastic dynamic programming, with reinforcement learning and optimization of the marginal benefit of an agent to obtain an operable operation policy close to the achievable optimum.
| 2025 | |
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Operation Distributed battery banks Operation policy Energy dispatch |
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| Inglés | |
| Universidad de la República | |
| COLIBRI | |
| https://hdl.handle.net/20.500.12008/50923 | |
| Acceso abierto | |
| Licencia Creative Commons Atribución (CC - By 4.0) |
| _version_ | 1877555159089807360 |
|---|---|
| author | Chaer, Ruben |
| author2 | Flieller Alfonso, Guillermo Francisco Casaravilla, Gonzalo |
| author2_role | author author |
| author_facet | Chaer, Ruben Flieller Alfonso, Guillermo Francisco Casaravilla, Gonzalo |
| author_role | author |
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| collection | COLIBRI |
| dc.contributor.filiacion.none.fl_str_mv | Chaer Ruben, Universidad de la República (Uruguay). Facultad de Ingeniería. Flieller Alfonso Guillermo Francisco, Administración Del Mercado Eléctrico (ADME) Casaravilla Gonzalo, Universidad de la República (Uruguay). Facultad de Ingeniería. |
| dc.creator.none.fl_str_mv | Chaer, Ruben Flieller Alfonso, Guillermo Francisco Casaravilla, Gonzalo |
| dc.date.accessioned.none.fl_str_mv | 2025-08-05T17:48:34Z |
| dc.date.available.none.fl_str_mv | 2025-08-05T17:48:34Z |
| dc.date.issued.none.fl_str_mv | 2025 |
| dc.description.abstract.none.fl_txt_mv | This paper presents an algorithm for the optimaloperable dispatch of distributed battery banks in systems with high integration of variable renewable energies. As a test case, the application of the algorithm is presented in a possible expansion of the Colombian system 2024-2039, subdivided into five regions each with its DBESS. The novelty lies in how to integrate a set of technologies such as stochastic dynamic programming, with reinforcement learning and optimization of the marginal benefit of an agent to obtain an operable operation policy close to the achievable optimum. |
| dc.description.es.fl_txt_mv | Trabajo presentado en el 23rd International Conference on Renewable Energies and Power Quality (ICREPQ'25), Tenerife, Canary Islands, Spain, 25-27 jun. 2025, pp. 1-5. |
| dc.description.uri.es.fl_txt_mv | https://www.icrepq.com/papers5-icrepq25.html https://repqj.com/index.php/repqj/article/view/4567 |
| dc.format.extent.es.fl_str_mv | 5 p. |
| dc.format.mimetype.es.fl_str_mv | application/pdf |
| dc.identifier.citation.es.fl_str_mv | Chaer, R., Flieller Alfonso, G. y Casaravilla, G. "Optimal operation of distributed battery energy storage system". Renewable Energy and Power Quality Journal (RE&PQJ). [en línea]. 2025, vol. 26, no 6, pp. 1-5. DOI: 10.52152/4567. |
| dc.identifier.doi.none.fl_str_mv | 10.52152/4567 |
| dc.identifier.issn.none.fl_str_mv | 2172-038X |
| dc.identifier.uri.none.fl_str_mv | https://hdl.handle.net/20.500.12008/50923 |
| dc.language.iso.none.fl_str_mv | en eng |
| dc.publisher.es.fl_str_mv | RE&PQJ |
| dc.relation.none.fl_str_mv | Renewable Energy and Power Quality Journal (RE&PQJ), vol. 26, no 6, sep. 2025, pp. 1-5. |
| dc.rights.license.none.fl_str_mv | Licencia Creative Commons Atribución (CC - By 4.0) |
| dc.rights.none.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.source.none.fl_str_mv | reponame:COLIBRI instname:Universidad de la República instacron:Universidad de la República |
| dc.subject.es.fl_str_mv | Operation Distributed battery banks Operation policy Energy dispatch |
| dc.title.none.fl_str_mv | Optimal operation of distributed battery energy storage system. |
| dc.type.es.fl_str_mv | Artículo |
| dc.type.none.fl_str_mv | info:eu-repo/semantics/article |
| dc.type.version.none.fl_str_mv | info:eu-repo/semantics/publishedVersion |
| description | Trabajo presentado en el 23rd International Conference on Renewable Energies and Power Quality (ICREPQ'25), Tenerife, Canary Islands, Spain, 25-27 jun. 2025, pp. 1-5. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | COLIBRI_99456101a40c87dfd3bfb25a7c058b1a |
| identifier_str_mv | Chaer, R., Flieller Alfonso, G. y Casaravilla, G. "Optimal operation of distributed battery energy storage system". Renewable Energy and Power Quality Journal (RE&PQJ). [en línea]. 2025, vol. 26, no 6, pp. 1-5. DOI: 10.52152/4567. 2172-038X 10.52152/4567 |
| instacron_str | Universidad de la República |
| institution | Universidad de la República |
| instname_str | Universidad de la República |
| language | eng |
| language_invalid_str_mv | en |
| network_acronym_str | COLIBRI |
| network_name_str | COLIBRI |
| oai_identifier_str | oai:colibri.udelar.edu.uy:20.500.12008/50923 |
| publishDate | 2025 |
| reponame_str | COLIBRI |
| repository.mail.fl_str_mv | karina.camps@seciu.edu.uy |
| repository.name.fl_str_mv | COLIBRI - Universidad de la República |
| repository_id_str | 4771 |
| rights_invalid_str_mv | Licencia Creative Commons Atribución (CC - By 4.0) |
| spelling | Chaer Ruben, Universidad de la República (Uruguay). Facultad de Ingeniería.Flieller Alfonso Guillermo Francisco, Administración Del Mercado Eléctrico (ADME)Casaravilla Gonzalo, Universidad de la República (Uruguay). Facultad de Ingeniería.2025-08-05T17:48:34Z2025-08-05T17:48:34Z2025Chaer, R., Flieller Alfonso, G. y Casaravilla, G. "Optimal operation of distributed battery energy storage system". Renewable Energy and Power Quality Journal (RE&PQJ). [en línea]. 2025, vol. 26, no 6, pp. 1-5. DOI: 10.52152/4567.2172-038Xhttps://hdl.handle.net/20.500.12008/5092310.52152/4567Trabajo presentado en el 23rd International Conference on Renewable Energies and Power Quality (ICREPQ'25), Tenerife, Canary Islands, Spain, 25-27 jun. 2025, pp. 1-5.This paper presents an algorithm for the optimaloperable dispatch of distributed battery banks in systems with high integration of variable renewable energies. As a test case, the application of the algorithm is presented in a possible expansion of the Colombian system 2024-2039, subdivided into five regions each with its DBESS. The novelty lies in how to integrate a set of technologies such as stochastic dynamic programming, with reinforcement learning and optimization of the marginal benefit of an agent to obtain an operable operation policy close to the achievable optimum.Submitted by Ribeiro Jorge (jribeiro@fing.edu.uy) on 2025-08-04T16:07:44Z No. of bitstreams: 2 license_rdf: 24942 bytes, checksum: 58cb336ce230a47d2f88ad02838a665f (MD5) CFC25.pdf: 809018 bytes, checksum: 36ce4454442f61eb0592a9e363699cf2 (MD5)Approved for entry into archive by Machado Jimena (jmachado@fing.edu.uy) on 2025-08-05T17:35:38Z (GMT) No. of bitstreams: 2 license_rdf: 24942 bytes, checksum: 58cb336ce230a47d2f88ad02838a665f (MD5) CFC25.pdf: 809018 bytes, checksum: 36ce4454442f61eb0592a9e363699cf2 (MD5)Made available in DSpace by Luna Fabiana (fabiana.luna@seciu.edu.uy) on 2025-08-05T17:48:34Z (GMT). No. of bitstreams: 2 license_rdf: 24942 bytes, checksum: 58cb336ce230a47d2f88ad02838a665f (MD5) CFC25.pdf: 809018 bytes, checksum: 36ce4454442f61eb0592a9e363699cf2 (MD5) Previous issue date: 2025https://www.icrepq.com/papers5-icrepq25.htmlhttps://repqj.com/index.php/repqj/article/view/45675 p.application/pdfenengRE&PQJRenewable Energy and Power Quality Journal (RE&PQJ), vol. 26, no 6, sep. 2025, pp. 1-5.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución (CC - By 4.0)OperationDistributed battery banksOperation policyEnergy dispatchOptimal operation of distributed battery energy storage system.Artículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionreponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaChaer, RubenFlieller Alfonso, Guillermo FranciscoCasaravilla, GonzaloPotenciaEnergias RenovablesLICENSElicense.txtlicense.txttext/plain; charset=utf-84267http://localhost:8080/xmlui/bitstream/20.500.12008/50923/5/license.txt6429389a7df7277b72b7924fdc7d47a9MD55CC-LICENSElicense_urllicense_urltext/plain; charset=utf-844http://localhost:8080/xmlui/bitstream/20.500.12008/50923/2/license_urla0ebbeafb9d2ec7cbb19d7137ebc392cMD52license_textlicense_texttext/html; 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- Universidad de la Repúblicafalse |
| spellingShingle | Optimal operation of distributed battery energy storage system. Chaer, Ruben Operation Distributed battery banks Operation policy Energy dispatch |
| status_str | publishedVersion |
| title | Optimal operation of distributed battery energy storage system. |
| title_full | Optimal operation of distributed battery energy storage system. |
| title_fullStr | Optimal operation of distributed battery energy storage system. |
| title_full_unstemmed | Optimal operation of distributed battery energy storage system. |
| title_short | Optimal operation of distributed battery energy storage system. |
| title_sort | Optimal operation of distributed battery energy storage system. |
| topic | Operation Distributed battery banks Operation policy Energy dispatch |
| url | https://hdl.handle.net/20.500.12008/50923 |
