Semi-batch reactor predictive control using MATLAB fmincon function compared to SOMA algorithm

Kód výsledku v 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>

Výsledek na webu

<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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Jazyk výsledku

angličtina

Název v původním jazyce

Semi-batch reactor predictive control using MATLAB fmincon function compared to SOMA algorithm

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Semi-batch reactor predictive control using MATLAB fmincon function compared to SOMA algorithm

Popis výsledku anglicky

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.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

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Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

WSEAS Transactions on Systems and Control

ISSN

1991-8763

e-ISSN

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Svazek periodika

2018

Číslo periodika v rámci svazku

Volume 13

Stát vydavatele periodika

GR - Řecká republika

Počet stran výsledku

7

Strana od-do

466-472

Kód UT WoS článku

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EID výsledku v databázi Scopus

2-s2.0-85061275549