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The development of the diagnosis algorithm is carried out for identifying health and faulted conditions in three-phase induction motors. The algorithm consists of feature calculation, feature extraction, and feature classification procedures in sequence. For that, the non-linear feature extraction method with kernel function is used and the classifier of k-nearest neighbors is introduced to decide...
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