FEM approach for diagnosis of induction machines' non-adjacent broken rotor bars by short-time Fourier transform spectrogram

Panagiotis Panagiotou, Ioannis Arvanitakis, Neophytos Lophitis, Jose A. Antonino-Daviu, Konstantinos N. Gyftakis

Research output: Contribution to journalArticle

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Abstract

Rotor electrical faults are an issue frequently encountered when applying condition monitoring and fault diagnosis on induction machines. The detection via the analysis of the stator current becomes challenging when the rotor cage suffers from multiple breakages at non-adjacent positions. In that case, electromagnetic asymmetries induced by the broken bars can be masked in such a way, that the diagnostic ability is highly likely to be obscured, thus leading to misinterpretation of the monitored signals’ signatures. A new approach is proposed in this work to overcome this problem while the motor is at steady state. In this paper, an industrial 6.6kV, 1.1MW induction motor is simulated with Finite Element Analysis (FEM) and its electromagnetic variables are analysed and studied under healthy state and several faulty conditions. The analysis of the stator current and stray flux waveforms is executed in both the transient and the steady state and aims to diagnose the challenging cases where the rotor breakages are nonconsecutive with regards to their spatial location. The results show the potential of flux analysis to fault severity regardless of the spatial position of the broken bars.
Original languageEnglish
Pages (from-to)4566-4570
Number of pages5
JournalThe Journal of Engineering
Volume2019
Issue number17
Early online date14 May 2019
DOIs
Publication statusPublished - 17 Jun 2019
Event9th International Conference on Power Electronics, Machines and
Drives
- Liverpool, United Kingdom
Duration: 17 Apr 201819 Apr 2018
https://events2.theiet.org/pemd/index.cfm?utm_source=redirect&utm_medium=legacyredirects&utm_campaign=2019relaunch&utm_source=redirect&utm_medium=any&utm_campaign=pemd

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Fourier transforms
Rotors
Finite element method
Stators
Fluxes
Condition monitoring
Induction motors
Failure analysis

Bibliographical note

This is an open access article published by the IET under the Creative Commons
Attribution License
(http://creativecommons.org/licenses/by/3.0/)

Keywords

  • Broken rotor bars
  • Non-adjacent
  • Spectrogram

Cite this

FEM approach for diagnosis of induction machines' non-adjacent broken rotor bars by short-time Fourier transform spectrogram. / Panagiotou, Panagiotis; Arvanitakis, Ioannis; Lophitis, Neophytos; Antonino-Daviu, Jose A.; Gyftakis, Konstantinos N.

In: The Journal of Engineering, Vol. 2019, No. 17, 17.06.2019, p. 4566-4570.

Research output: Contribution to journalArticle

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