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

Macků, Lubomír; Sámek, David

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	https://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
utb.fulltext.dates	-
utb.fulltext.sponsorship	-
utb.fulltext.projects	-