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Improving Legibility of Motor Current Spectrum for Broken Rotor Bars Fault Diagnostics

机译:改善电机电流谱的易读性,用于断开转子杆故障诊断

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摘要

In this paper, the harmonic contribution of the broken rotor bar of an induction machine is investigated using an effective combination of the fast Fourier transform (FFT) and a band stop filter. The winding, spatial, grid fed and fault-based harmonics are investigated. Since the fundamental component is the most powerful component as compared to the other frequencies, it decreases the legibility of spectrum, making logarithmic scale inevitable. It also remains a potential threat of burying the fault representative side band frequencies because of its spectral leakage. In this paper, a band stop Chebyshev filter is used to attenuate the fundamental component, which makes the spectrum clearer and easier to understand even on the linear scale. Its good transition band and low passband ripples make it suitable for attenuating the main supply frequency with low impact on the neighbouring side band frequencies. To study the impact of fault on magnetic flux distribution, simulation is done using finite element method with good number of mesh elements and very small step size. The line current is calculated and frequency spectrum is investigated to segregate the spatial and fault frequencies using the proposed technique. The results are further validated by implementing the algorithm on the data measured in the laboratory environment including the grid fed harmonics.
机译:在本文中,使用快速傅里叶变换(FFT)和带停止滤波器的有效组合来研究感应机的破损转子杆的谐波贡献。调查了绕组,空间,网格喂养和基于故障的谐波。由于基本组件与其他频率相比,它是最强大的组件,因此它会降低频谱的易读性,使对数尺度不可避免。由于其光谱泄漏,它还仍然是掩埋故障代表侧频频率的潜在威胁。在本文中,使用频带停止Chebyshev滤波器来衰减基本组件,这使得频谱更清晰,更容易理解即使在线性比例。其良好的过渡带和低通带纹波使其适用于衰减具有对相邻侧带频率的低撞击的主电源频率。为研究故障对磁通量分布的影响,使用具有良好数量的网状元素和非常小的阶梯尺寸的有限元方法进行仿真。计算线电流并研究频谱以使用所提出的技术分离空间和故障频率。通过在包括网格供给谐波的实验室环境中测量的数据上实现算法进一步验证结果。

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