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A Mean Field Game Approach to Urban Drainage Systems Control: A Barcelona Case Study
dc.contributor | Ocampo-Martínez, Carlos |
dc.contributor | Quijano Silva, Nicanor |
dc.contributor.author | Ramírez Jaime, Andrés Felipe |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial |
dc.coverage.spatial | east=2.1734034999999494; north=41.38506389999999; name=Bas Catedral Apartments, Carrer de Duran i Bas, 7, 08002 Barcelona, Espanya |
dc.date.accessioned | 2017-01-16T17:53:20Z |
dc.date.available | 2017-01-16T17:53:20Z |
dc.date.issued | 2016-03 |
dc.identifier.uri | http://hdl.handle.net/2117/99356 |
dc.description.abstract | Urban 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 efficiently, i.e., some structures remain underused while many others are overused. This thesis 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. |
dc.language.iso | eng |
dc.publisher | Universitat Politècnica de Catalunya |
dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Enginyeria química::Química del medi ambient::Química de l'aigua |
dc.subject.lcsh | Water -- Distribution |
dc.title | A Mean Field Game Approach to Urban Drainage Systems Control: A Barcelona Case Study |
dc.type | Master thesis |
dc.subject.lemac | Aigües residuals -- Anàlisi |
dc.rights.access | Open Access |
dc.audience.educationlevel | Màster |
dc.audience.mediator | Escola Tècnica Superior d'Enginyeria Industrial de Barcelona |
dc.audience.degree | MÀSTER UNIVERSITARI EN ENGINYERIA D'ORGANITZACIÓ (Pla 2012) |