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Self-organizing migrating algorithm in model predictive control: Case study on semi-batch chemical reactor

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dc.title Self-organizing migrating algorithm in model predictive control: Case study on semi-batch chemical reactor en
dc.contributor.author Macků, Lubomír
dc.contributor.author Sámek, David
dc.relation.ispartof Annals of DAAAM and Proceedings of the International DAAAM Symposium
dc.identifier.issn 1726-9679 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-902734-07-5
dc.date.issued 2015
utb.relation.volume 2015-January
dc.citation.spage 238
dc.citation.epage 246
dc.event.title 26th DAAAM International Symposium on Intelligent Manufacturing and Automation, DAAAM 2015
dc.event.location Zadar
utb.event.state-en Croatia
utb.event.state-cs Chorvatsko
dc.event.sdate 2015-10-21
dc.event.edate 2015-10-24
dc.type conferenceObject
dc.language.iso en
dc.publisher Danube Adria Association for Automation and Manufacturing, DAAAM
dc.identifier.doi 10.2507/26th.daaam.proceedings.033
dc.relation.uri http://doi.org/10.2507/26th.daaam.proceedings.045
dc.subject Chemical reactor en
dc.subject Exothermic reaction en
dc.subject Mathematical modelling en
dc.subject Model Predictive Control en
dc.subject SOMA en
dc.description.abstract Control of complex nonlinear systems brings challenges in the controller design. One of methods how to cope with this challenge is the usage of advanced optimization methods. This work presents application of self-organizing migrating algorithm (SOMA) in control of the semi-batch reactor. The reactor is used in chromium recycling process in leather industry. Because of the complexity of this semi-batch reactor control, the model predictive control (MPC) approach is used. The MPC controller includes self-organizing migrating algorithm (SOMA) for the optimization of the control sequence. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006777
utb.identifier.scopus 2-s2.0-84987624677
utb.source d-scopus
dc.date.accessioned 2016-12-22T16:19:10Z
dc.date.available 2016-12-22T16:19:10Z
dc.rights Attribution-NonCommercial 4.0 International
dc.rights.uri http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.access openAccess
utb.contributor.internalauthor Macků, Lubomír
utb.contributor.internalauthor Sámek, David
utb.fulltext.affiliation Lubomír Macků, David Sámek Tomas Bata University in Zlin, Faculty of Applied Informatics, nám. T.G.Masaryka 5555, 760 05 Zlín, Czech Republic
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