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dc.contributor.authorKarimi Pour, F.
dc.contributor.authorPuig Cayuela, Vicenç
dc.contributor.authorOcampo-Martínez, Carlos
dc.contributor.otherUniversitat Politècnica de Catalunya. Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial
dc.date.accessioned2018-02-28T12:30:29Z
dc.date.issued2017
dc.identifier.citationKarimi Pour, F., Puig, V., Ocampo-Martinez, C.A. Economic predictive control of a pasteurization plant using a linear parameter varying model. A: European Symposium on Computer Aided Process Engineering. "ESCAPE 2017: 27th European Symposium on Computer-Aided Process Engineering, Barcelona (Spain), October 1-5, 2017:". Barcelona: 2017, p. 1573-1578.
dc.identifier.isbn978-0-444-64080-2
dc.identifier.urihttp://hdl.handle.net/2117/114601
dc.description.abstractThis paper proposes the application of Economic Model Predictive Control (EMPC) for a scale pilot pasteurization plant that is modelled by means of a linear parameter varying (LPV) model. The LPV model considers the variation of the model parameters with the operating point defined by the scheduling variables. The variation of the parameters is modeled experimentally by deriving an expression for each parameter in function of the scheduling variables. The functional relation is included as an additional constraint into the MPC optimization problem. In this way, the MPC controller is able to predict the change of the varying parameters over the prediction horizon. Moreover, the MPC objective function is not defined in terms of the classic standard tracking objective but defined as an economic objective that aims to optimize the cost operation of the system. Finally, the proposed approach is tested in simulation utilizing a high-fidelity simulator using a model calibrated with data from the real pasteurization plant.
dc.format.extent6 p.
dc.language.isoeng
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subjectÀrees temàtiques de la UPC::Informàtica::Automàtica i control
dc.subject.lcshPredictive control
dc.subject.lcshPasteurization
dc.subject.otherEcomomic MPC
dc.subject.otherlinear parameter varying model
dc.subject.otherpasturization system
dc.titleEconomic predictive control of a pasteurization plant using a linear parameter varying model
dc.typeConference report
dc.subject.lemacControl predictiu
dc.subject.lemacLlet -- Pasteurització
dc.contributor.groupUniversitat Politècnica de Catalunya. SAC - Sistemes Avançats de Control
dc.identifier.doi10.1016/B978-0-444-63965-3.50264-6
dc.description.peerreviewedPeer Reviewed
dc.relation.publisherversionhttps://www.sciencedirect.com/science/article/pii/B9780444639653502646?via%3Dihub
dc.rights.accessRestricted access - publisher's policy
local.identifier.drac21877074
dc.description.versionPostprint (author's final draft)
dc.relation.projectidinfo:eu-repo/grantAgreement/MINECO/1PE/DPI2014-5814-R
dc.date.lift10000-01-01
local.citation.authorKarimi Pour, F.; Puig, V.; Ocampo-Martinez, C.A.
local.citation.contributorEuropean Symposium on Computer Aided Process Engineering
local.citation.pubplaceBarcelona
local.citation.publicationNameESCAPE 2017: 27th European Symposium on Computer-Aided Process Engineering, Barcelona (Spain), October 1-5, 2017:
local.citation.startingPage1573
local.citation.endingPage1578


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Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain