Comparison of predictive control using Self-Organizing Migrating Algorithm and MATLAB fmincon function

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63521333" target="_blank" >RIV/70883521:28140/18:63521333 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.matec-conferences.org/articles/matecconf/pdf/2018/69/matecconf_cscc2018_02041.pdf" target="_blank" >https://www.matec-conferences.org/articles/matecconf/pdf/2018/69/matecconf_cscc2018_02041.pdf</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1051/matecconf/201821002041" target="_blank" >10.1051/matecconf/201821002041</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Comparison of predictive control using Self-Organizing Migrating Algorithm and MATLAB fmincon function

Popis výsledku v původním jazyce

The article describes the comparison of two approaches to model predictive control applied on a nonlinear system. The model predictive control is based on an objective function minimization. Firstly, the self-organizing migrating algorithm (SOMA) was used to minimize the objective function, secondly, the fmicon function included in the MATLAB optimization toolbox was used for the same. The nonlinear system simulated here is an exothermic semi-batch reactor mathematical model based on a real chemical exothermic process. Also the input data used here to simulate the process were obtained from the same real process. Results obtained by the simulation means were than evaluated using suitable criterion which was defined for that purpose and discussed.

Název v anglickém jazyce

Comparison of predictive control using Self-Organizing Migrating Algorithm and MATLAB fmincon function

Popis výsledku anglicky

The article describes the comparison of two approaches to model predictive control applied on a nonlinear system. The model predictive control is based on an objective function minimization. Firstly, the self-organizing migrating algorithm (SOMA) was used to minimize the objective function, secondly, the fmicon function included in the MATLAB optimization toolbox was used for the same. The nonlinear system simulated here is an exothermic semi-batch reactor mathematical model based on a real chemical exothermic process. Also the input data used here to simulate the process were obtained from the same real process. Results obtained by the simulation means were than evaluated using suitable criterion which was defined for that purpose and discussed.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

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

Projekt

—

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 statě ve sborníku

MATEC Web of Conferences

ISBN

—

ISSN

2261-236X

e-ISSN

neuvedeno

Počet stran výsledku

5

Strana od-do

"Nestránkováno"

Název nakladatele

EDP Sciences

Místo vydání

Les Ulis

Místo konání akce

Majorca

Datum konání akce

14. 7. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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