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EMD-Based Analysis of Industrial Induction Motors With Broken Rotor Bars for Identification of Operating Point at Different Supply Modes

机译:基于EMD的转子棒断裂的工业感应电动机分析,以识别不同供电模式下的工作点

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摘要

This paper proposes a competent method for broken bars fault identification in line-start and inverter-fed industrial induction motors. The basis of the proposed method is to determine different frequency bands of the faulty motor current and extract a proper intrinsic mode function (IMF) developed by empirical mode decomposition (EMD). It is analytically proved that two specific IMFs, ${rm IMF}_{2}$ in line-start mode and ${rm IMF}_{3}$ in inverter-fed mode, can be used for precise prediction of the behavior of a faulty induction motor. The precision of the method is shown at different operating points, including different loads, fault, and reference speeds. The results indicate that the motor asymmetry is remarkably reduced at distributed broken bars. In addition, the proposed method is capable of determining the operating point of the faulty motor even at no/light loads. Finally, the Filippetti criterion is used, and a new aspect is analytically developed to justify the variations of ${rm IMF}_{3}$ with speed in an inverter-fed induction motor. The analytical results are verified by experiments.
机译:本文提出了一种行进式和逆变式工业感应电动机断条故障识别的有效方法。该方法的基础是确定故障电动机电流的不同频带,并提取通过经验模式分解(EMD)开发的适当的固有模式函数(IMF)。通过分析证明,可以使用两种特定的IMF(线路启动模式下的$ {rm IMF} _ {2} $和逆变器供电模式下的$ {rm IMF} _ {3} $)对行为进行精确预测感应电动机故障。该方法的精度显示在不同的工作点上,包括不同的负载,故障和参考速度。结果表明,在分布的断条处,电动机的不对称性明显降低。另外,所提出的方法即使在空载/轻载下也能够确定故障电动机的工作点。最后,使用了Filippetti准则,并且分析地开发了一个新的方面,以证明逆变器供电的感应电动机中$ {rm IMF} _ {3} $随速度的变化是合理的。通过实验验证了分析结果。

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