Semi-batch reactor predictive control using MATLAB fmincon function compared to SOMA algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63521334" target="_blank" >RIV/70883521:28140/18:63521334 - isvavai.cz</a>
Result on the web
<a href="http://www.wseas.org/multimedia/journals/control/2018/b085103-799.pdf" target="_blank" >http://www.wseas.org/multimedia/journals/control/2018/b085103-799.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Semi-batch reactor predictive control using MATLAB fmincon function compared to SOMA algorithm
Original language description
In this paper the usability of the self-organizing migrating algorithm (SOMA) in a nonlinear system predictive control area is studied. Two approaches to model predictive control applied on a nonlinear system are compared here. Firstly, the SOMA was used to minimize the objective function, secondly, the fmicon function included in the MATLAB optimization toolbox was used for the same. The comparison itself was made from four points of view. Firstly, the value of the in-reactor temperature overshoot and the related quality of the in-reactor temperature course were observed. Secondly, the time of processing which is important for effectiveness of a real plant and also the course of the actuating signal that is important from the practical point of view were monitored. The input data used here to simulate the process were obtained from the real chemical exothermic process.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
WSEAS Transactions on Systems and Control
ISSN
1991-8763
e-ISSN
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Volume of the periodical
2018
Issue of the periodical within the volume
Volume 13
Country of publishing house
GR - GREECE
Number of pages
7
Pages from-to
466-472
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85061275549