自组织特征映射网络在故障诊断中的应用

Fault diagnosis based on self-organizing feature map

运用自组织特征映射神经网络的工作原理和具体实现算法进行故障诊断分析,在对已有神经网络聚类分析方法概括和总结的基础上,结合实验数据、仿真数据对自组织特征映射算法故障模型诊断进行研究,得出了有意义的结论。

In this paper,the theory and algorithm of SOFM are considered. And on the basis of analysis and summary of current neural network clustering,researches in algorithms of self-organized mapping with some experimental data of simulation,at last gets several meaningful conclusions.