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Self-organizing migrating algorithm used for model predictive control of semi-batch chemical reactor

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dc.title Self-organizing migrating algorithm used for model predictive control of semi-batch chemical reactor en
dc.contributor.author Macků, Lubomír
dc.contributor.author Sámek, David
dc.relation.ispartof Advances in Intelligent Systems and Computing
dc.identifier.issn 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn 978-3-319-33387-8
dc.identifier.isbn 978-3-319-33389-2
dc.date.issued 2016
utb.relation.volume 466
dc.citation.spage 255
dc.citation.epage 265
dc.event.title 5th Computer Science On-line Conference, CSOC 2016
dc.event.location Prague
utb.event.state-en Czech Republic
utb.event.state-cs Česká republika
dc.event.sdate 2016-04-27
dc.event.edate 2016-04-30
dc.type conferenceObject
dc.language.iso en
dc.publisher Springer Verlag
dc.identifier.doi 10.1007/978-3-319-33389-2_25
dc.relation.uri https://link.springer.com/chapter/10.1007/978-3-319-33389-2_25
dc.subject Chemical reactor en
dc.subject Exothermic reaction en
dc.subject Mathematical modeling en
dc.subject Model predictive control en
dc.subject SOMA en
dc.description.abstract The current availability of powerful computing technologies enables using of complex computational methods. One of such complex method is also the self-organizing migrating algorithm (SOMA). This algorithm can be used for solving of various optimization problems. It may be used even for such complex task, as the non-linear process control is. In this paper, the capability of using SOMA algorithm for the model predictive control (MPC) of semi-batch chemical reactor is studied. The MPC controller including self-organizing migrating algorithm (SOMA) is used for the optimization of the control sequence. The reactor itself is used in chromium recycling process in leather industry. © Springer International Publishing Switzerland 2016. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006425
utb.identifier.obdid 43876048
utb.identifier.scopus 2-s2.0-84964734926
utb.identifier.wok 000385788100025
utb.source d-scopus
dc.date.accessioned 2016-07-26T14:58:29Z
dc.date.available 2016-07-26T14:58:29Z
utb.identifier.utb-sysno 87692
utb.contributor.internalauthor Macků, Lubomír
utb.contributor.internalauthor Sámek, David
utb.fulltext.affiliation Lubomír Macků and David Sámek L. Macků (&) D. Sámek Faculty of Applied Informatics, Department of Security Engineering, Tomas Bata University in Zlin, Nám. T.G. Masaryka 5555, 760 01 Zlín, Czech Republic e-mail: macku@fai.utb.cz
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