Title :
A comparative study of induction motor current signature analysis techniques for mechanical faults detection
Author :
Tsoumas, Ioannis ; Mitronikas, Epaminondas ; Georgoulas, Georgios ; Safacas, Athanasios
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Patras, Patras
Abstract :
This paper provides a comprehensive comparison of motor current signature analysis techniques for broken rotor bars and air gap eccentricity detection in induction motors. Four characteristic categories of processing methods are investigated, which are Fourier based analysis of the phase currents, parametric and eigenanalysis methods for spectrum estimation of the phase currents, wavelet analysis of the phase currents and current space vector analysis. The analysis is at first performed through simulation of a faulty asynchronous machine in Matlab-Simulink. Subsequent to the simulation results analysis, an experimental fault test rig was designed and implemented for the investigation of the aforementioned malfunctions. In this preliminary investigation, each analysis technique along with its advantages and disadvantages is presented and briefly discussed.
Keywords :
condition monitoring; eigenvalues and eigenfunctions; fault diagnosis; induction motor drives; machine testing; parameter estimation; Fourier based analysis; air gap eccentricity detection; asynchronous machine; broken rotor bars; condition monitoring; current space vector analysis; eigenanalysis methods; induction motor current signature analysis technique; mechanical faults detection; parametric methods; phase currents; spectrum estimation; wavelet analysis; Analytical models; Bars; Computer languages; Fault detection; Functional analysis; Induction motors; Performance analysis; Rotors; Spectral analysis; Wavelet analysis;
Conference_Titel :
Diagnostics for Electric Machines, Power Electronics and Drives, 2005. SDEMPED 2005. 5th IEEE International Symposium on
Conference_Location :
Vienna
Print_ISBN :
978-0-7803-9124-6
Electronic_ISBN :
978-0-7803-9125-3
DOI :
10.1109/DEMPED.2005.4662545