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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.; Puig, V. Adaptive multilevel neuro-fuzzy model predictive control for drinking water networks. A: Mediterranean Conference on Control and Automation. "2012 20th Mediterranean Conference on Control & Automation : MED 2012 : conference digest". Barcelona: 2012, p. 1548-1553.
dc.description.abstractThis paper presents a constrained Model Predictive Control (MPC) strategy enriched with soft-control techniques as neural networks and fuzzy logic, to incorporate self-tuning capabilities and reliability aspects for drinking water transport network management. The system is a multilevel controller with three hierarchical layers: neural level, fuzzy level, MPC level. Results in the Barcelona Water Network have shown that the quasi-explicit nature of the proposed predictive controller leads to improve the computational time, especially when the complexity of the problem structure can vary while tuning the receding horizons.
dc.format.extent6 p.
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subjectÀrees temàtiques de la UPC::Energies::Tecnologia energètica
dc.subject.lcshWater supply -- Management -- Mathematical models
dc.subject.lcshWater supply networks
dc.subject.lcshDrinking water networks
dc.titleAdaptive multilevel neuro-fuzzy model predictive control for drinking water networks
dc.typeConference report
dc.subject.lemacAigua -- Abastament -- Control
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - confidentiality agreement
dc.description.versionPostprint (published version)
local.citation.authorGrosso, J.; Ocampo-Martinez, C.; Puig, V.
local.citation.contributorMediterranean Conference on Control and Automation
local.citation.publicationName2012 20th Mediterranean Conference on Control & Automation : MED 2012 : conference digest

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