Title :
Wavelet-based symbolic analysis for detection of broken rotor bars in inverter-fed induction motors
Author :
Samsi, Rohan ; Rajagopalan, Venkatesh ; Ray, Asok
Author_Institution :
Pennsylvania State Univ., University Park, PA
Abstract :
This paper presents a wavelet based symbolic approach for detecting small signature faults. Wavelet transform allows adaptive usage of Windows to extract pertinent information. This is critical for detecting faults whose signatures are significantly smaller compared to dominant frequencies in the signal. Rotor bar breakage, in an inverter-fed induction motor, is considered for validating the effectiveness of the proposed technique
Keywords :
fault diagnosis; induction motors; invertors; rotors; wavelet transforms; Windows; broken rotor bar; inverter-fed induction motor; rotor bar breakage; small signature fault detection; wavelet symbolic analysis; wavelet transform; Bars; Continuous wavelet transforms; Fault detection; Frequency; Induction motors; Multiresolution analysis; Rotors; Signal analysis; Wavelet analysis; Wavelet transforms;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1657182