Zastosowanie analizy częstotliwościowej prądu do wykrywania uszkodzeń wirników silników indukcyjnych zasilanych z przemiennika częstotliwości

The paper deals with the application of frequency analysis of stator current to rotor fault detection of the induction motor. Special attention was focused on spectral analysis of magnitude of stator current space vector, which enables easier monitoring of current harmonics magnitudes with frequency specific to the different faults. Presented results show that combining of the current spectral analysis and neural networks enables the development of hardware fault detector of the converter-fed induction motor. The design methodology of the neural fault detector was presented and results of the detector on-line operation were demonstrated in the real laboratory system.