Abstract
Induction motors are used in a variety of industrial applications where frequent startup cycles are required. In those cases, it is necessary to apply sophisticated signal processing analysis methods in order to reliably follow the time evolution of the fault-related harmonics in the signal. In this paper, the zero-sequence current (ZSC) is analysed using the high-resolution spectral method of multiple signal classification (MUSIC). The analysis of the ZSC signal has proved to have several advantages over the analysis of a single-phase current waveform. The method is validated through simulation and experimental results. The simulations are carried out for a 1.1 MW and a 4kW induction motors under finite element analysis (FEA). Experimentation is performed on a healthy motor, a motor with one broken rotor bar, and a motor with two broken rotor bars. The analysis results are satisfactory since the proposed methodology reliably detects the broken rotor bar fault and its severity, both during transient and steady state operation of the induction motor.
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Publisher Statement:© 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Original language | English |
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Pages (from-to) | 1224 - 1234 |
Number of pages | 11 |
Journal | IEEE Transactions on Industry Applications |
Volume | 54 |
Issue number | 2 |
Early online date | 19 Oct 2017 |
DOIs | |
Publication status | Published - Mar 2018 |
Keywords
- Induction motors
- Rotors
- Bars
- Harmonic analysis
- Multiple signal classification
- Transient analysis
- Stator windings
- Broken bar
- Fault diagnosis
- Induction motor
- MUSIC
- ZSC