Detection of Winding Faults Using Image Features and Binary Tree Support Vector Machine for Autotransformer
ieee transactions on transportation electrification(2020)
摘要
Autotransformer (AT) is the most core power supply equipment, and overvoltage and short circuit (SC) fault may lead to winding deformation, which will have a negative impact on its insulation and even affect the operation of a train. The frequency response analysis (FRA) is widely used for detecting winding faults in a transformer. However, the direct measure of FRA for each split winding fails be...
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关键词
Windings,Circuit faults,Frequency response,Fault diagnosis,Support vector machines,Binary trees,Feature extraction
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