基于支持向量机的故障诊断方法
Fault Diagnosis Based on Support Vector Machine
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摘要: 提出了基于支持向量机的故障诊断方法和步骤。诊断实例表明,与神经网络故障诊断方法相比,诊断小样本分析的支持向量机故障诊断方法具有分类能力强、推广能力好的特点。Abstract: Fault diagnosis method based on SVM is proposed in this paper. The research shows that the method suggested features higher performance on classification and generalization ability and shorter training time over the methods based on artificial neural networks, especially for small samples.