The wavelet transform, time-frequency localization and signal analysis
IEEE Transactions on Information Theory
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This work describes a useful method for detection broken rotor bars in AC motors. The start-up transient current of an induction machine is used as the medium for diagnoses. The fundamental component is extracted using an algorithm that predicts the instantaneous amplitude and frequency during start-up. The residual current is then analyzed using wavelets and a comparison is made between a healthy and damaged machine. This method of machine condition monitoring is not load dependant and can be used for machines that are unloaded.