2013
DOI: 10.1109/mcs.2012.2225919
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Application of predictive control strategies to the management of complex networks in the urban water cycle [Applications of Control]

Abstract: The management of the urban water cycle (UWC) is a subject of increasing interest because of its social, economic and environmental impact. The most important issues include the sustainable use of limited resources and the reliability of service to consumers with adequate quality and pressure levels, as well as the urban drainage management to prevent flooding and polluting discharges to the environment.Climate change is expected to produce regional changes in water availability in the 21st century. For exampl… Show more

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Cited by 181 publications
(38 citation statements)
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“…MPC has been applied to the optimisation of WDS operations (Ocampo-Martinez et al 2013;Fiorelli et al 2013). Although it does not guarantee global optimality of operations, it has yielded good control strategies in practice (Nikolaou 2001), acting against uncertainties in demand at each schedule update.…”
Section: Review Of Mathematical Optimisation Approachesmentioning
confidence: 99%
“…MPC has been applied to the optimisation of WDS operations (Ocampo-Martinez et al 2013;Fiorelli et al 2013). Although it does not guarantee global optimality of operations, it has yielded good control strategies in practice (Nikolaou 2001), acting against uncertainties in demand at each schedule update.…”
Section: Review Of Mathematical Optimisation Approachesmentioning
confidence: 99%
“…Several management strategies have been formulated in the literature for distributed water networks, especially focused on the urban water cycle of Barcelona (Spain). In the work of Ocampo Martinez et al [5], Model Predictive Control (MPC) paradigms were proposed aimed at reducing pumping costs. An operational MPC approach was proposed by Pascual et al [6], tasked with reducing costs, as well as maintaining safety storage volumes in the buffer tanks.…”
Section: Introductionmentioning
confidence: 99%
“…In complex large-scale systems, it is common to have both levels of control (global and local). In this case, there can be up to three levels of control configuring a hierarchical control structure [24,25].…”
Section: Introductionmentioning
confidence: 99%
“…The characteristics of MPC controllers have certain advantages for their application to UDS, particularly the ability to anticipate the system's response to future rainfall events and the ability to consider delays and disturbances [32]. This controller has been applied to the UDS in [25], where a centralized predictive control has been developed according to a proposed model in which the state variables considered are the volumes of the network tanks, the control or manipulated variables are flow rates in the network pipes, and the measurable disturbances are the flows of rainwater. The restrictions in this case are given by the available volume of tanks and pipes, among others.…”
Section: Introductionmentioning
confidence: 99%