Automatic power system identification using genetic algorithms

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86096545" target="_blank" >RIV/61989100:27240/14:86096545 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/61989100:27740/14:86096545

Výsledek na webu

<a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7057081" target="_blank" >http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7057081</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/INCoS.2014.64" target="_blank" >10.1109/INCoS.2014.64</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Automatic power system identification using genetic algorithms

Popis výsledku v původním jazyce

Some identification methods of the systems are developed, but there is still some space for finding new solutions for such classic and needed procedure as the identification is. For proposed solution in the paper the genetic algorithms are used as optimization method for finding the parameters of difference equation of systems of the system of 2nd order with defined transfer function, but it can be used for the huge scale of systems, the only task is to be able to define the general difference equation and be able to store the data. This method is going to be added to the complex system of intelligent controller. The used genetic algorithms is designed to discover the whole search space with constant attempts to find better solution and not be stuck in local minima. The proposed algorithm finds the solution of the problem with defined precision and in real time on common computer equipment.

Název v anglickém jazyce

Automatic power system identification using genetic algorithms

Popis výsledku anglicky

Some identification methods of the systems are developed, but there is still some space for finding new solutions for such classic and needed procedure as the identification is. For proposed solution in the paper the genetic algorithms are used as optimization method for finding the parameters of difference equation of systems of the system of 2nd order with defined transfer function, but it can be used for the huge scale of systems, the only task is to be able to define the general difference equation and be able to store the data. This method is going to be added to the complex system of intelligent controller. The used genetic algorithms is designed to discover the whole search space with constant attempts to find better solution and not be stuck in local minima. The proposed algorithm finds the solution of the problem with defined precision and in real time on common computer equipment.

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

<a href="/cs/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: Centrum excelence IT4Innovations</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2014

Kód důvěrnosti údajů

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

Název statě ve sborníku

Proceedings - 2014 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2014

ISBN

978-1-4799-6386-7

ISSN

—

e-ISSN

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Počet stran výsledku

5

Strana od-do

133-137

Název nakladatele

Institute of Electrical and Electronics Engineers

Místo vydání

New York

Místo konání akce

Salerno

Datum konání akce

10. 9. 2014

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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