基于SVM的变压器故障诊断研究

Transformer Fault Diagnosis Study Based on SVM

变压器油色谱可以反映出变压器的运行状态,可用于变压器的故障诊断,以保障变压器的安全运行。研究变压器故障分类和SVM原理,基于SVM建立了变压器故障诊断模型,采用实际的油色谱数据进行验证,结果表明,此方法可以准确诊断变压器故障。

The transformer oil chromatography can reflect the operating state of the transformer,which can be used for the fault diagnosis of the transformer to ensure the safe operation of the transformer.This paper studies the principle of transformer fault classification and SVM principle,establishes the transformer fault diagnosis model based on SVM,and uses the actual oil chromatographic data for verification.The results show that this method can accurately diagnose transformer faults.