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dc.contributor.authorGrosso Pérez, Juan Manuel
dc.contributor.authorOcampo-Martínez, Carlos
dc.contributor.authorPuig Cayuela, Vicenç
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.identifier.citationGrosso, J., Ocampo-Martinez, C.A., Puig, V. A distributed predictive control approach for periodic flow-based networks: application to drinking water systems. "International journal of systems science", 1 Setembre 2017, vol. 48, núm. 14, p. 3106-3117.
dc.description.abstractThis paper proposes a distributed model predictive control approach designed to work in a cooperative manner for controlling flow-based networks showing periodic behaviours. Under this distributed approach, local controllers cooperate in order to enhance the performance of the whole flow network avoiding the use of a coordination layer. Alternatively, controllers use both the monolithic model of the network and the given global cost function to optimise the control inputs of the local controllers but taking into account the effect of their decisions over the remainder subsystems conforming the entire network. In this sense, a global (all-to-all) communication strategy is considered. Although the Pareto optimality cannot be reached due to the existence of non-sparse coupling constraints, the asymptotic convergence to a Nash equilibrium is guaranteed. The resultant strategy is tested and its effectiveness is shown when applied to a large-scale complex flow-based network: the Barcelona drinking water supply system.
dc.format.extent12 p.
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.otherdistributed control
dc.subject.othereconomic model predictive control
dc.subject.otherFlow networks
dc.subject.otherlarge-scale systems
dc.titleA distributed predictive control approach for periodic flow-based networks: application to drinking water systems
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.description.peerreviewedPeer Reviewed
dc.subject.inspecClassificació INSPEC::Control theory::Predictive control
dc.rights.accessOpen Access
dc.description.versionPostprint (author's final draft)
upcommons.citation.authorGrosso, J., Ocampo-Martinez, C.A., Puig, V.
upcommons.citation.publicationNameInternational journal of systems science

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