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Title:
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Clustering techniques applied to sensor placement for leak detection and location in water distribution networks
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Author:
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Sarrate Estruch, Ramon; Blesa Izquierdo, Joaquim; Nejjari Akhi-Elarab, Fatiha
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Other authors:
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Universitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial; Universitat Politècnica de Catalunya. SIC - Sistemes Intel·ligents de Control; Universitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control |
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Abstract:
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This work presents an optimization strategy that
maximizes the leak locatability performance of water distribution
networks (WDN). The goal is to characterize and
determine a sensor configuration that guarantees a maximum
degree of locatability while the sensor configuration cost satisfies
a budgetary constraint. The method is based on pressure
sensitivity matrix analysis and an exhaustive search strategy.
In order to reduce the size and the complexity of the problem
the present work proposes to combine this methodology with
clustering techniques. The strategy developed in this work is
successfully applied to determine the optimal set of pressure
sensors that should be installed in a district metered area
(DMA) in the Barcelona WDN. |
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Abstract:
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Peer Reviewed |
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Subject(s):
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-Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Desenvolupament humà::Aigua i sanejament
-Àrees temàtiques de la UPC::Informàtica::Automàtica i control
-Municipal water supply
-Automatic control
-Filters and filtration
-Fault diagnosis
-Aigua -- Abastament urbà
-Control automàtic
-Filtres i filtració |
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Rights:
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Document type:
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Article - Published version
Conference Object |
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