Adaptive predictive control of three-tank-system

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F13%3A43869747" target="_blank" >RIV/70883521:28140/13:43869747 - isvavai.cz</a>
Alternative codes found
RIV/70883521:28610/13:43869747
Result on the web
<a href="http://www.naun.org/multimedia/NAUN/ijmmas/16-692.pdf" target="_blank" >http://www.naun.org/multimedia/NAUN/ijmmas/16-692.pdf</a>
DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Adaptive predictive control of three-tank-system
Original language description
This paper is focused in application of a self - tuning predictive controller for real - time control of a three - tank - system laboratory model. The objective laboratory model is a two input - two output (TITO) nonlinear system. It is based on experience with authentic industrial control applications. The controller integrates a predictive control synthesis based on a multivariable state - space model of the controlled system and an on - line identification of an ARX model corresponding to the state -space model. The model parameters are recursively estimated using the recursive least squares method with the directional forgetting. The control algorithm is based on the Generalised Predictive Control (GPC) method. The optimization was realized by minimization of a quadratic objective function. Results of real-time experiments are also included.
Czech name
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Czech description
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Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BC - Theory and management systems
OECD FORD branch
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Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Name of the periodical
International Journal of Mathematical Models and Methods in Applied Science
ISSN
1998-0140
e-ISSN
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Volume of the periodical
7
Issue of the periodical within the volume
2
Country of publishing house
GB - UNITED KINGDOM
Number of pages
9
Pages from-to
157-165
UT code for WoS article
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EID of the result in the Scopus database
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