About: Predictive Control of the Heat Exchanger Using Local Model Network

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper deals with the problem of modeling and control of nonlinear processes using the Local Model Network (LMN). The idea is based on development of the local linear models for the whole operating range of the controlled process. The nonlinear plant is then approximated by a set of locally valid sub-models, which are smoothly connected using the validity function. For saving the computational load, linear model is obtained by interpolating these linear models at each sample instant and then used in Model Predictive Control (MPC) framework to calculate the future behavior of the process. The approach is verified in a real-time control of Multifunction Process Control Teaching System (MPCTS) ? the Armfield PCT 40. The paper deals with the problem of modeling and control of nonlinear processes using the Local Model Network (LMN). The idea is based on development of the local linear models for the whole operating range of the controlled process. The nonlinear plant is then approximated by a set of locally valid sub-models, which are smoothly connected using the validity function. For saving the computational load, linear model is obtained by interpolating these linear models at each sample instant and then used in Model Predictive Control (MPC) framework to calculate the future behavior of the process. The approach is verified in a real-time control of Multifunction Process Control Teaching System (MPCTS) ? the Armfield PCT 40. (en)
Title	Predictive Control of the Heat Exchanger Using Local Model Network Predictive Control of the Heat Exchanger Using Local Model Network (en)
skos:prefLabel	Predictive Control of the Heat Exchanger Using Local Model Network Predictive Control of the Heat Exchanger Using Local Model Network (en)
skos:notation	RIV/70883521:28140/09:63508772!RIV10-GA0-28140___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GP102/09/P243)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Novák, Jakub Chalupa, Petr Bobál, Vladimír
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	335470
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/09:63508772
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Multiple model control; Predictive control; Local Model Networks (en)
http://linked.open.../riv/klicoveSlovo	Predictive control Multiple model control Local Model Networks
http://linked.open...ontrolniKodProRIV	[3034CC6D75F4]
http://linked.open...v/mistoKonaniAkce	Thessaloniki, Greece
http://linked.open...i/riv/mistoVydani	New Jersey
http://linked.open...i/riv/nazevZdroje	17th Mediterranean Conference on Control and Automation
http://linked.open...in/vavai/riv/obor	BC
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Nonlinear System Predictive Control using Local Model Networks
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Bobál, Vladimír Chalupa, Petr Novák, Jakub
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-06-26 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	IEEE - Inst Electrical Electronics Engineers Inc.
https://schema.org/isbn	978-1-4244-4685-8
http://localhost/t...ganizacniJednotka	28140

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