Broken rotor bar fault detection of the grid and inverter-fed induction motor by effective attenuation of the fundamental component

Tutkimustuotos: Lehtiartikkeli

Tutkijat

  • Bilal Asad
  • Toomas Vaimann
  • Anouar Belahcen

  • Ants Kallaste
  • Anton Rassõlkin
  • Muhammad Naveed Iqbal

Organisaatiot

  • Tallinn University of Technology

Kuvaus

Since electrical machines are the largest consumer of electricity worldwide, their fault diagnostic at the incipient stage and condition monitoring is essential for better reliability, economy, and safety of operation. Out of several condition monitoring techniques, motor current signature analysis is gaining heightened popularity because of its non-invasive nature, the least number of sensors required and versatility of compatible algorithms. In this study, the best characteristics of infinite impulse response (IIR) filter are exploited to observe the broken rotor bar (BRB) frequencies with good legibility in current and voltage spectrum of the grid and inverter-fed motor, respectively. The causes of various harmonics in the stator current spectrum are first investigated for better understanding. The results are taken based on simulation and measurements taken from the laboratory setup. It is observed that a better tuning of IIR filters can make diagnostic algorithms capable of detecting the frequencies of interest by effectively attenuating the fundamental component and reducing its spectral leakage. Moreover, in case of direct torque control-based industrial inverter-fed motors, the current cannot be a good candidate for fault diagnostics rather the phase voltage can be effectively used for the detection of BRBs.

Yksityiskohdat

AlkuperäiskieliEnglanti
Sivut2005-2014
Sivumäärä10
JulkaisuIET Electric Power Applications
Vuosikerta13
Numero12
TilaJulkaistu - 1 joulukuuta 2019
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

ID: 39411406