Selected Applications of Artificial Neural Networks in the Control of AC Induction Motor Drives

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F11%3A86080421" target="_blank" >RIV/61989100:27240/11:86080421 - isvavai.cz</a>

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

Selected Applications of Artificial Neural Networks in the Control of AC Induction Motor Drives

Popis výsledku v původním jazyce

Numerous advances have been made in developing intelligent systems, some inspired by biological neural networks. Researchers from many scientific disciplines are designing artificial neural networks to solve a variety of problems in pattern recognition,prediction, optimization and control. Conventional approaches have been proposed for solving these problems. Although successful applications can be found in certain well-constrained environments, none is flexible enough to perform well outside its domain. Artificial neural networks provide exciting alternatives, and many applications could benefit from using them. The paper deals with selected applications of artificial neural networks in the control of AC drives with induction motors, for example ANN-based vector pulse-width modulation and sensorless control of the induction motor drive using ANN.

Název v anglickém jazyce

Selected Applications of Artificial Neural Networks in the Control of AC Induction Motor Drives

Popis výsledku anglicky

Numerous advances have been made in developing intelligent systems, some inspired by biological neural networks. Researchers from many scientific disciplines are designing artificial neural networks to solve a variety of problems in pattern recognition,prediction, optimization and control. Conventional approaches have been proposed for solving these problems. Although successful applications can be found in certain well-constrained environments, none is flexible enough to perform well outside its domain. Artificial neural networks provide exciting alternatives, and many applications could benefit from using them. The paper deals with selected applications of artificial neural networks in the control of AC drives with induction motors, for example ANN-based vector pulse-width modulation and sensorless control of the induction motor drive using ANN.

Druh

J_x - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)

CEP obor

JA - Elektronika a optoelektronika, elektrotechnika

OECD FORD obor

—

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2011

Kód důvěrnosti údajů

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

Název periodika

International Review on Modelling and Simulations

ISSN

1974-9821

e-ISSN

—

Svazek periodika

4

Číslo periodika v rámci svazku

3

Stát vydavatele periodika

IT - Italská republika

Počet stran výsledku

10

Strana od-do

1084-1093

Kód UT WoS článku

—

EID výsledku v databázi Scopus

—