A Mean Field Game Approach to Urban Drainage Systems Control: A Barcelona Case Study
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hdl:2117/99356
Tipus de documentProjecte Final de Màster Oficial
Data2016-03
Condicions d'accésAccés obert
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Reconeixement-NoComercial-SenseObraDerivada 3.0 Espanya
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.
TitulacióMÀSTER UNIVERSITARI EN ENGINYERIA D'ORGANITZACIÓ (Pla 2012)
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thesis.pdf | Report | 1,219Mb | Visualitza/Obre |