MODIFIED FUZZY SPEED CONTROLLER OF INDUCTION MOTOR DRIVE USING EXTENDED KALMAN FILTERING
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F24%3A10257226" target="_blank" >RIV/61989100:27240/24:10257226 - isvavai.cz</a>
Result on the web
<a href="https://www.mmscience.eu/journal/issues/december-2024/articles/modified-fuzzy-speed-controller-of-induction-motor-drive-using-extended-kalman-filtering" target="_blank" >https://www.mmscience.eu/journal/issues/december-2024/articles/modified-fuzzy-speed-controller-of-induction-motor-drive-using-extended-kalman-filtering</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.17973/MMSJ.2024_12_2024047" target="_blank" >10.17973/MMSJ.2024_12_2024047</a>
Alternative languages
Result language
angličtina
Original language name
MODIFIED FUZZY SPEED CONTROLLER OF INDUCTION MOTOR DRIVE USING EXTENDED KALMAN FILTERING
Original language description
This paper focuses on application of fuzzy logic to enhance induction motor drive performance in case where the measured stator currents are distorted by Gaussian noise. For different load torques, the fixed proportional-integral (PI) speed controller provides an undesired drive performance for both transient and steady-state responses. At first, load torque is computed thanks to extended-Kalman-filtered stator currents. Next, load magnitude is employed to adjust the proportional gain and integral constant time of the fuzzy logic (FL) proportional-integral (PI) speed controller. Simulations of drive using two controllers: FL-PI and fixed PI ones, are carried out in different cases of stator current noise and load variation. Performance evaluations indicate that the FL-PI speed controller reduces the assessed indices and increases robustness to noise and load variation.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
20201 - Electrical and electronic engineering
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2024
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
MM Science Journal
ISSN
1803-1269
e-ISSN
1805-0476
Volume of the periodical
2024
Issue of the periodical within the volume
Dec
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
9
Pages from-to
7891-7899
UT code for WoS article
001372487500001
EID of the result in the Scopus database
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