Variations of RBF Network in Rotor Time Constant Adaptation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F07%3A00014987" target="_blank" >RIV/61989100:27240/07:00014987 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
Variations of RBF Network in Rotor Time Constant Adaptation
Original language description
This paper presents the results of the rotor time constant adaptation method with the application of artificial neural network. The estimation of the rotor time constant for adaptive model of MRAS is realized by the help of PI-controller and then is replaced by the Radial Basis Function network. The estimated rotor time constant is then used in the vector control of electrical drive. There were discussed the different architectures of RBF network in the field of adaptation of rotor time constant parameter. Simulations have been performed in the Matlab-Simulink.
Czech name
Varianty neuronové sítě s radiální bází pro adaptaci rotorové časové konstanty
Czech description
Příspěvek se zabývá adaptací rotorové časové konstanty asynchronního motoru, ve které je použita umělá neuronová síť. Pro adaptaci je použit MRAS, v němž je pro adaptaci rotorové časové konstanty nahrazen PI regulátor neuronovou sítí s radiální bází. Simulace jsou provedeny pomocí programu Matlab-Simulink.
Classification
Type
D - Article in proceedings
CEP classification
JA - Electronics and optoelectronics
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/GA102%2F05%2F2080" target="_blank" >GA102/05/2080: Research on applications of artificial intelligence in the control of electrical drives</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2007
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
14th International Symposium on Power Electronics
ISBN
978-86-7892-065-3
ISSN
—
e-ISSN
—
Number of pages
5
Pages from-to
1-5
Publisher name
Novi Sad, Republic of Serbia
Place of publication
Novi Sad, Republic of Serbia
Event location
—
Event date
—
Type of event by nationality
—
UT code for WoS article
—