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• W2100092033 abstract "A new method for the fault diagnosis of a broken rotor bar and interturn short circuits in induction machines (IMs) is presented. The method is based on the analysis of the three-phase stator current envelopes of IMs using reconstructed phase space transforms. The signatures of each type of fault are created from the three-phase current envelope of each fault. The resulting fault signatures for the new so-called ldquounseen signalsrdquo are classified using Gaussian mixture models and a Bayesian maximum likelihood classifier. The presented method yields a high degree of accuracy in fault identification as evidenced by the given experimental results, which validate this method." @default.
• W2100092033 created "2016-06-24" @default.
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• W2100092033 date "2008-03-01" @default.
• W2100092033 modified "2023-10-03" @default.
• W2100092033 title "Induction Machine Broken Bar and Stator Short-Circuit Fault Diagnostics Based on Three-Phase Stator Current Envelopes" @default.
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• W2100092033 doi "https://doi.org/10.1109/tie.2007.909060" @default.
• W2100092033 hasPublicationYear "2008" @default.
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