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A model based on fuzzy kernel C-means clustering (FKCM) and support vector machine (SVM) multi-class object simplified structure is proposed for oil-immersed transformer fault diagnosis. The basic idea is, firstly, the training samples are clustered by fuzzy kernel C-means clustering algorithm so as to cancel the isolated data that have no compactness characteristics, then the right ones clustered...
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