Predictive Control of the Heat Exchanger Using Local Model Network

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F09%3A63508772" target="_blank" >RIV/70883521:28140/09:63508772 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Predictive Control of the Heat Exchanger Using Local Model Network
Original language 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 plantis 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 inModel 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.
Czech name
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Czech description
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Project
<a href="/en/project/GP102%2F09%2FP243" target="_blank" >GP102/09/P243: Nonlinear System Predictive Control using Local Model Networks</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2009
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
17th Mediterranean Conference on Control and Automation
ISBN
978-1-4244-4685-8
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
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Publisher name
IEEE - Inst Electrical Electronics Engineers Inc.
Place of publication
New Jersey
Event location
Thessaloniki, Greece
Event date
Jun 26, 2009
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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