Title :
Novel approach for detection of inter-turn short circuit of induction motor´s stator winding through envelope analysis
Author :
Ahamed, Syed Kamruddin ; Sarkar, Arghya ; Mitra, Madhuchhanda ; Sengupta, Samarjit
Author_Institution :
Gov. Coll. of Eng. & Textile Technol., Serampore, India
Abstract :
In this paper, a new approach for detection of inter-turn short in the stator winding of an induction motor is presented. Discrete Wavelet Transform using DB4 is performed on the envelopes of the windowed steady-state current signatures. The envelopes are determined by applying Hilbert Transform. Low frequency oscillations below 50 Hz were extracted from the reconstructed details at higher wavelet levels. As the envelope works on narrow band frequencies or mono-component signal, it was analyzed using higher wavelet levels which belong to the narrow band harmonics. The RMS and Mean values of the reconstructed details and Power Detail Energy defined as PDE were used as fault parameters to detect the faulty motor from the healthy one. It has been observed that the faulty motor produces higher fault parameters than the healthy one. Laboratory test results confirm the validity of the proposed method.
Keywords :
Hilbert transforms; discrete wavelet transforms; fault diagnosis; induction motors; short-circuit currents; stators; Hilbert transform; PDE mean values; RMS values; discrete wavelet transform; envelope analysis; fault parameters; frequency oscillations; induction motor stator winding; inter-turn short circuit detection; monocomponent signal; power detail energy; steady-state current signatures; Circuit faults; Discrete wavelet transforms; Induction motors; Stator windings; Discrete wavelet transform; Hilbert Transform; Mean; Power Detail Energy; RMS; envelope; induction motor; inter-turn short;
Conference_Titel :
Electrical and Computer Engineering (ICECE), 2014 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-4167-4
DOI :
10.1109/ICECE.2014.7026829