About: Primary Method of Quadratic Programming in Multivariable Predictive Control with Constraints

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	General Predictive Control (GPC) is a modern method for process control which is appropriate for many characters of processes. In this paper there is proposed possibility of optimization, which is performed in each sampling period, in the GPC algorithm. Lower time of calculations is in general important for GPC control of multivariable systems with many constraints. An improvement of a primary method of quadratic programming task is proposed in this paper. Compu-tational time can be reduced by changes in details of the optimization method. Time reserves are analyzed in a case of a nonlinear constrained problem which is represented by the Active Set Method. The improved method is presented and re-sults are discussed in simulations. General Predictive Control (GPC) is a modern method for process control which is appropriate for many characters of processes. In this paper there is proposed possibility of optimization, which is performed in each sampling period, in the GPC algorithm. Lower time of calculations is in general important for GPC control of multivariable systems with many constraints. An improvement of a primary method of quadratic programming task is proposed in this paper. Compu-tational time can be reduced by changes in details of the optimization method. Time reserves are analyzed in a case of a nonlinear constrained problem which is represented by the Active Set Method. The improved method is presented and re-sults are discussed in simulations. (en)
Title	Primary Method of Quadratic Programming in Multivariable Predictive Control with Constraints Primary Method of Quadratic Programming in Multivariable Predictive Control with Constraints (en)
skos:prefLabel	Primary Method of Quadratic Programming in Multivariable Predictive Control with Constraints Primary Method of Quadratic Programming in Multivariable Predictive Control with Constraints (en)
skos:notation	RIV/70883521:28140/14:43872399!RIV15-MSM-28140___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Kubalčík, Marek Barot, Tomáš
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	39345
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/14:43872399
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Constraints; Quadratic Programming; Primary Method; Multivariable Predictive Control (en)
http://linked.open.../riv/klicoveSlovo	Constraints Multivariable Predictive Control Primary Method Quadratic Programming
http://linked.open...ontrolniKodProRIV	[1146E5E6E9DA]
http://linked.open...v/mistoKonaniAkce	Ostrava
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...i/riv/nazevZdroje	Advances in Intelligent Systems and Computing. 289
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Kubalčík, Marek Barot, Tomáš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-06-23 (xsd:date)
issn	2194-5357
number of pages	9 (xsd:int)
http://bibframe.org/vocab/doi	10.1007/978-3-319-07401-6_18
http://purl.org/ne...btex#hasPublisher	Springer-Verlag. Berlin
https://schema.org/isbn	978-3-319-07400-9
http://localhost/t...ganizacniJednotka	28140

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