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The detection of inter-turn shorting in induction motor by means of using algorithm of decision tree
Authors:
- Maciej Sułowicz,
- Ryszard Mielnik,
- Marcin Tomczyk
Abstract
This article presents a new method of identification of inter-turn shorting for a model of induction motor. Analysis of the tested signals executed by means of discrete wavelet transformation was used in the diagnostics procedure using the algorithm of the decision tree. The obtained results of test simulations for five important state variables describing physical quantities show the effectivity and sensitivity of the proposed approach during changes of load current in the tested model of induction motor.
- Record ID
- CUTc32a095651b04f3baea67f2e08651c7b
- Publication categories
- ; ;
- Author
- Pages
- 818-823
- Other elements of collation
- schem.; tab.; Bibliografia (na s.) - 823; Bibliografia (liczba pozycji) - 7; Oznaczenie streszczenia - Abstr.
- Substantive notes
- Data wyd. wg cop.
- Book
- IDAACS'2021 : proceedings of the 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), September 22-25, 2021, Cracow, Poland : virtual conference. Vol. 2, Proceedings of the IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, 2021, [Piscataway], Institute of Electrical and Electronics Engineers, IEEE, ISBN 978-1-6654-2605-3 (electronic)
- Keywords in English
- inter-turn shorting, stator winding, induction motor, wavelet transformation, decision tree
- DOI
- DOI:10.1109/IDAACS53288.2021.9661035 Opening in a new tab
- URL
- https://ieeexplore.ieee.org/document/9661035 Opening in a new tab
- Language
- eng (en) English
- Score (nominal)
- 20
- Publication indicators
- Additional fields
- Indeksowana w: Web of Science, Scopus
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUTc32a095651b04f3baea67f2e08651c7b/
- URN
urn:pkr-prod:CUTc32a095651b04f3baea67f2e08651c7b
* presented citation count is obtained through Internet information analysis, and it is close to the number calculated by the Publish or PerishOpening in a new tab system.