感应电机电流特征分析技术在机械故障检测中的比较研究

I. Tsoumas, E. Mitronikas, G. Georgoulas, A. Safacas
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引用次数: 16

摘要

本文对异步电动机转子断条电机电流特征分析技术和气隙偏心检测技术进行了全面比较。研究了四种特征处理方法,分别是基于傅里叶的相电流分析方法、相电流频谱估计的参数分析方法和特征分析方法、相电流的小波分析方法和电流空间矢量分析方法。首先在Matlab-Simulink中对一台故障异步电机进行仿真分析。在对仿真结果进行分析的基础上,设计并实现了针对上述故障的实验故障试验台。在这个初步调查中,介绍了每种分析技术及其优缺点,并简要讨论了它们的优缺点。
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A comparative study of induction motor current signature analysis techniques for mechanical faults detection
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.
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