Show simple item record

dc.contributor.authorSalazar Cortés, Jean Carlo
dc.contributor.authorWeber, Philipe
dc.contributor.authorSarrate Estruch, Ramon
dc.contributor.authorTheilliol, Didier
dc.contributor.authorNejjari Akhi-Elarab, Fatiha
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2016-01-25T12:52:39Z
dc.date.issued2015
dc.identifier.citationSalazar, J., Weber, P., Sarrate, R., Theilliol, D., Nejjari, F. MPC design based on a DBN reliability model: Application to drinking water networks. A: IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes. "SAFEPROCESS 2015- 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, 2-4 september, Paris (France)". París: International Federation of Automatic Control (IFAC), 2015, p. 1-6.
dc.identifier.urihttp://hdl.handle.net/2117/81954
dc.description.abstractThis paper presents a Model Predictive Control (MPC) strategy taking into account system and component reliability for drinking water networks. The objective is to deal from an availability point of view with a closed-loop system combining a deterministic part related to the system dynamics and a stochastic part related to the actuators and system reliability. The main contribution of this work consists in integrating the reliability assessment computed on-line using a Dynamic Bayesian Network (DBN) into the MPC algorithm.
dc.format.extent6 p.
dc.language.isoeng
dc.publisherInternational Federation of Automatic Control (IFAC)
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshBayesian statistical decision theory
dc.subject.lcshAutomatic control
dc.subject.lcshWater - Distribution
dc.subject.otherReliability
dc.subject.otherModel predictive control
dc.subject.otherDynamic Bayesian network
dc.subject.otherDrinking water networks
dc.titleMPC design based on a DBN reliability model: Application to drinking water networks
dc.typeConference report
dc.subject.lemacControl automàtic
dc.subject.lemacEstadística bayesiana
dc.subject.lemacAigua--Distribució
dc.contributor.groupUniversitat Politècnica de Catalunya. SIC - Sistemes Intel·ligents de Control
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.description.peerreviewedPeer Reviewed
dc.rights.accessRestricted access - publisher's policy
drac.iddocument16920434
dc.description.versionPostprint (author's final draft)
dc.relation.projectidinfo:eu-repo/grantAgreement/EC/FP7/318556/EU/Efficient Integrated Real-time Monitoring and Control of Drinking Water Networks/EFFINET
dc.date.lift10000-01-01
upcommons.citation.authorSalazar, J., Weber, P., Sarrate, R., Theilliol, D., Nejjari, F.
upcommons.citation.contributorIFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes
upcommons.citation.pubplaceParís
upcommons.citation.publishedtrue
upcommons.citation.publicationNameSAFEPROCESS 2015- 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, 2-4 september, Paris (France)
upcommons.citation.startingPage1
upcommons.citation.endingPage6


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record

All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder