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A receding horizon approach to mean field games

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dc.contributor.advisorQuijano Silva, Nicanor
dc.contributor.authorRamírez Jaime, Andrés Felipe
dc.contributor.juryJiménez Vargas, José Fernando
dc.contributor.juryOcampo Martínez, Carlos
dc.date.accessioned2018-09-28T10:31:48Z
dc.date.available2018-09-28T10:31:48Z
dc.date.issued2016
dc.description.abstractUrban drainage systems (UDSs) are complex large-scale systems that carry stormwater and wastewater throughout urban areas. During heavy rain scenarios, UDSs are not able to handle the amount of extra water that enters the network and flooding occurs. Usually, this might happen because the network is not being used eficiently, i.e., some structures remain underused while many others are overused. This paper proposes a control methology based on mean field game theory and model predictive control that aims to efficiently use the existing network elements in order to minimize overflows and properly manage the water resource. The proposed controller is tested on a UDS located in the city of Barcelona, Spain, and is compared with a centralized MPC achieving similar results in terms of flooding minimization and wastewater treatement plant usage, but only using local information on non-centralized controllers and using less computation times.es_CO
dc.description.degreelevelMaestríaes_CO
dc.description.degreenameMagíster en Ingeniería Electrónica y de Computadoreses_CO
dc.format.extent28 hojases_CO
dc.format.mimetypeapplication/pdfes_CO
dc.identifier.doi10.57784/1992/13268
dc.identifier.instnameinstname:Universidad de los Andesspa
dc.identifier.pdfu721805.pdf
dc.identifier.reponamereponame:Repositorio Institucional Sénecaspa
dc.identifier.repourlrepourl:https://repositorio.uniandes.edu.co/spa
dc.identifier.urihttps://hdl.handle.net/1992/13268
dc.language.isoenges_CO
dc.publisherUniandeses_CO
dc.publisher.departmentDepartamento de Ingeniería Eléctrica y Electrónicaes_CO
dc.publisher.facultyFacultad de Ingenieríaes_CO
dc.publisher.programMaestría en Ingeniería Electrónica y de Computadoreses_CO
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.rights.coarhttp://purl.org/coar/access_right/c_abf2spa
dc.rights.licenseAl consultar y hacer uso de este recurso, está aceptando las condiciones de uso establecidas por los autores.spa
dc.rights.urihttps://repositorio.uniandes.edu.co/static/pdf/aceptacion_uso_es.pdf*
dc.sourceinstname:Universidad de los Andeses_CO
dc.sourcereponame:Repositorio Institucional Sénecaes_CO
dc.subject.keywordControl predictivo - Investigaciones - Estudio de casoses_CO
dc.subject.keywordControl en tiempo real - Investigacioneses_CO
dc.subject.keywordDrenaje subterráneo - Control automático - Investigacioneses_CO
dc.subject.themesIngeniería
dc.titleA receding horizon approach to mean field gameses_CO
dc.typeTrabajo de grado - Maestríaspa
dc.type.coarhttp://purl.org/coar/resource_type/c_bdccspa
dc.type.coarversionhttp://purl.org/coar/version/c_ab4af688f83e57aaspa
dc.type.contentTextspa
dc.type.driverinfo:eu-repo/semantics/masterThesisspa
dc.type.redcolhttp://purl.org/redcol/resource_type/TMspa
dc.type.versioninfo:eu-repo/semantics/publishedVersionspa
dspace.entity.typePublication
person.identifier.cvlachttps://scienti.minciencias.gov.co/cvlac/visualizador/generarCurriculoCv.do?cod_rh=0000849669
person.identifier.gsidhttps://scholar.google.es/citations?user=xu0jdYAAAAAJ
person.identifier.orcid0000-0002-8688-3195
relation.isDirectorOfPublication698e35fc-6e9e-4c84-8960-ae30da9bc64a
relation.isDirectorOfPublication.latestForDiscovery698e35fc-6e9e-4c84-8960-ae30da9bc64a
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