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dc.title | Multiple model predictive control of a styrene polymerization process | en |
dc.contributor.author | Novák, Jakub | |
dc.contributor.author | Chalupa, Petr | |
dc.relation.ispartof | Nostradamus: Modern Methods of Prediction, Modeling and Analysis of Nonlinear Systems | |
dc.identifier.issn | 2194-5357 Scopus Sources, Sherpa/RoMEO, JCR | |
dc.identifier.issn | 2194-5365 Scopus Sources, Sherpa/RoMEO, JCR | |
dc.identifier.isbn | 978-3-642-33226-5 | |
dc.identifier.isbn | 978-3-642-33227-2 | |
dc.date.issued | 2013 | |
utb.relation.volume | 192 | |
dc.citation.spage | 143 | |
dc.citation.epage | 152 | |
dc.event.title | Nostradamus Conference | |
dc.event.location | Ostrava | |
utb.event.state-en | Czech Republic | |
utb.event.state-cs | Česká republika | |
dc.event.sdate | 2012-09 | |
dc.event.edate | 2012-09 | |
dc.type | conferenceObject | |
dc.language.iso | en | |
dc.publisher | Springer-Verlag Berlin | en |
dc.identifier.doi | 10.1007/978-3-642-33227-2_17 | |
dc.relation.uri | https://link.springer.com/chapter/10.1007/978-3-642-33227-2_17 | |
dc.description.abstract | In this paper, multiple piecewise linearizations of a nonlinear process in different operating points are used within a Kalman filter bank which computes the conditional probabilities of various hypotheses that are modeled by the filters. State estimates provided by the Kalman Filters and local model parameters are weighted using conditional probabilities and then used within the predictive control framework. The proposed strategy is tested on the complex model of styrene polymerization process. | en |
utb.faculty | Faculty of Applied Informatics | |
dc.identifier.uri | http://hdl.handle.net/10563/1003138 | |
utb.identifier.obdid | 43868655 | |
utb.identifier.scopus | 2-s2.0-84874629862 | |
utb.identifier.wok | 000313767300017 | |
utb.source | d-wok | |
dc.date.accessioned | 2013-02-24T06:52:21Z | |
dc.date.available | 2013-02-24T06:52:21Z | |
utb.contributor.internalauthor | Novák, Jakub | |
utb.contributor.internalauthor | Chalupa, Petr | |
utb.fulltext.affiliation | Jakub Novák and Petr Chalupa Tomas Bata University in Zlin, Faculty of Applied Informatics, T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {jnovak,chalupa}@fai.utb.cz | |
utb.fulltext.dates | - | |
utb.fulltext.sponsorship | This work was supported by European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089. |