An Adaptive Neurocontroller for Induction Motors
The paper is focused on presenting possibilities of applying artificial neural networks (ANN) at creating a speed controller of an induction motor drive. The presented method of control takes advantage of approximating properties of multi-layer feedforward networks. The availability of the proposed...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
University of Žilina
2013-08-01
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| Series: | Communications |
| Subjects: | |
| Online Access: | https://komunikacie.uniza.sk/artkey/csl-201303-0011_an-adaptive-neurocontroller-for-induction-motors.php |
| _version_ | 1827967315341213696 |
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| author | Peter Girovsky Jaroslava Zilkova Jaroslav Timko Jan Girovsky |
| author_facet | Peter Girovsky Jaroslava Zilkova Jaroslav Timko Jan Girovsky |
| author_sort | Peter Girovsky |
| collection | DOAJ |
| description | The paper is focused on presenting possibilities of applying artificial neural networks (ANN) at creating a speed controller of an induction motor drive. The presented method of control takes advantage of approximating properties of multi-layer feedforward networks. The availability of the proposed neurocontroller is verified through the Matlab simulation. The effectiveness of the controller is demonstrated for different operating conditions and motor parameter changes of the drive system. |
| first_indexed | 2024-04-09T18:03:29Z |
| format | Article |
| id | doaj.art-732ba0d29f0f407787358c27757d572f |
| institution | Directory Open Access Journal |
| issn | 1335-4205 2585-7878 |
| language | English |
| last_indexed | 2024-04-09T18:03:29Z |
| publishDate | 2013-08-01 |
| publisher | University of Žilina |
| record_format | Article |
| series | Communications |
| spelling | doaj.art-732ba0d29f0f407787358c27757d572f2023-04-14T06:30:49ZengUniversity of ŽilinaCommunications1335-42052585-78782013-08-01153687210.26552/com.C.2013.3.68-72csl-201303-0011An Adaptive Neurocontroller for Induction MotorsPeter Girovsky0Jaroslava Zilkova1Jaroslav Timko2Jan Girovsky3Department of Electrical Drives and Mechatronics, Technical University of Kosice, SlovakiaDepartment of Electrical Drives and Mechatronics, Technical University of Kosice, SlovakiaDepartment of Electrical Drives and Mechatronics, Technical University of Kosice, SlovakiaLaboratory for Micro and Nanotechnology, Paul Scherrer Institut, Villigen, SwitzerlandThe paper is focused on presenting possibilities of applying artificial neural networks (ANN) at creating a speed controller of an induction motor drive. The presented method of control takes advantage of approximating properties of multi-layer feedforward networks. The availability of the proposed neurocontroller is verified through the Matlab simulation. The effectiveness of the controller is demonstrated for different operating conditions and motor parameter changes of the drive system.https://komunikacie.uniza.sk/artkey/csl-201303-0011_an-adaptive-neurocontroller-for-induction-motors.phpneural networkcontrolinduction motor |
| spellingShingle | Peter Girovsky Jaroslava Zilkova Jaroslav Timko Jan Girovsky An Adaptive Neurocontroller for Induction Motors Communications neural network control induction motor |
| title | An Adaptive Neurocontroller for Induction Motors |
| title_full | An Adaptive Neurocontroller for Induction Motors |
| title_fullStr | An Adaptive Neurocontroller for Induction Motors |
| title_full_unstemmed | An Adaptive Neurocontroller for Induction Motors |
| title_short | An Adaptive Neurocontroller for Induction Motors |
| title_sort | adaptive neurocontroller for induction motors |
| topic | neural network control induction motor |
| url | https://komunikacie.uniza.sk/artkey/csl-201303-0011_an-adaptive-neurocontroller-for-induction-motors.php |
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