Estimation of induction machine electrical parameters based on the genetic algorithms

Kód výsledku v IS VaVaI

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Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Estimation of induction machine electrical parameters based on the genetic algorithms

Popis výsledku v původním jazyce

This article shows one of many ways how identify parameters of the IM in real time.For identification is used theory of genetic algorithms.The Genetic Algorithms is a search technique used in many fields, like in computer science, to find accurate solutions to large optimization and search problems.The advantage of GAs is flexible and intuitive approach to optimization and demonstrates a higher probability of not converging to local optima solutions compared to traditional gradient based methods.More recently, methods which have appeared in the scientific literature about general GAs become popular and can be successfully ported to power electronics and drives.This article deals with the possibilities to improve dynamics and other properties of the drive with using online parameters estimation integrated in main control algorithm.In this paper at the first there is presented an analysis of the current state of the investigated problem and there is also explained why the problem is disc

Název v anglickém jazyce

Estimation of induction machine electrical parameters based on the genetic algorithms

Popis výsledku anglicky

This article shows one of many ways how identify parameters of the IM in real time.For identification is used theory of genetic algorithms.The Genetic Algorithms is a search technique used in many fields, like in computer science, to find accurate solutions to large optimization and search problems.The advantage of GAs is flexible and intuitive approach to optimization and demonstrates a higher probability of not converging to local optima solutions compared to traditional gradient based methods.More recently, methods which have appeared in the scientific literature about general GAs become popular and can be successfully ported to power electronics and drives.This article deals with the possibilities to improve dynamics and other properties of the drive with using online parameters estimation integrated in main control algorithm.In this paper at the first there is presented an analysis of the current state of the investigated problem and there is also explained why the problem is disc

Druh

D - Stať ve sborníku

CEP obor

JA - Elektronika a optoelektronika, elektrotechnika

OECD FORD obor

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Projekt

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Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2012

Kód důvěrnosti údajů

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

Název statě ve sborníku

Progress in Electromagnetics Research Symposium, PIERS 2012 : Kuala Lumpur

ISBN

978-1-934142-20-2

ISSN

1559-9450

e-ISSN

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Počet stran výsledku

4

Strana od-do

999-1002

Název nakladatele

The Electromagnetics Academy

Místo vydání

Cambridge

Místo konání akce

Kuala Lumpur

Datum konání akce

27. 3. 2012

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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