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Control of pH neutralization plant using model predictive control and local model network

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dc.title Control of pH neutralization plant using model predictive control and local model network en
dc.contributor.author Novák, Jakub
dc.contributor.author Bobál, Vladimír
dc.contributor.author Chalupa, Petr
dc.relation.ispartof Proceedings of the 26th IASTED International Conference on Modelling, Identification, and Control
dc.identifier.isbn 978-0-88986-633-1
dc.date.issued 2007
dc.citation.spage 265
dc.citation.epage 270
dc.event.title 26th IASTED International Conference on Modelling, Identification and Control
dc.event.location Innsbruck
utb.event.state-en Australia
utb.event.state-cs Austrálie
dc.event.sdate 2007-02-12
dc.event.edate 2007-02-14
dc.type conferenceObject
dc.language.iso en
dc.publisher Acta Press Anaheim en
dc.relation.uri https://www.actapress.com/Abstract.aspx?paperId=29574
dc.subject predictive control en
dc.subject multiple models en
dc.subject pH neutralization en
dc.subject local model networks en
dc.description.abstract The paper addresses the application of Local Model Networks (LMN) in the field of identification and control of nonlinear systems. LMN are networks which are composed of locally accurate models, where output is interpolated by smooth locally active validity functions. This divide-and-conquer strategy is a general way of coping with complex systems. The architecture of LMN benefits from being able to incorporate a priori knowledge and conventional system identification methodology. The LMN structure also gives transparent and simple representation of the nonlinear system. In an initial off-line identification phase the structure and parameters of local model have to be identified. The obtained global model is then used for prediction of future outputs in Model Predictive Control (MPC) of the pH neutralization plant. en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1001931
utb.identifier.obdid 15553090
utb.identifier.scopus 2-s2.0-56149115528
utb.identifier.wok 000246295700046
utb.source d-wok
dc.date.accessioned 2011-08-09T07:34:15Z
dc.date.available 2011-08-09T07:34:15Z
utb.contributor.internalauthor Novák, Jakub
utb.contributor.internalauthor Bobál, Vladimír
utb.contributor.internalauthor Chalupa, Petr
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