基于二叉树支持向量机的装备故障诊断研究

Application of Fault Diagnosis for A Equipment Based on Binary Tree Support Vector Machines

本文提出了一种基于二叉树支持向量机的某型装备故障诊断方法,应用该方法构造了多故障分类器,并通过某型装备故障实例验证了该方法故障诊断结果的正确性,证明了该故障诊断方法具有良好的鲁棒性和推广性。

The article shows a method of fault diagnosis for an equipment based on binary tree support vector machine, which is applied to construct the multi-fault classifier. The diagnose example for the equipment fault is provided to verify the validity of the proposed method, which shows good robustness and popularization.