基于RBF神经网络的滚动轴承故障诊断研究

Study on Bearing Fault Diagnosis Based on RBF Neural Network

介绍了RBF神经网络的模型及原理,阐述了滚动轴承故障的机理;通过滚动轴承的故障特征数据,构建的RBF神经网络,实现了轴承的智能故障诊断。

The model and principle of RBF neural network are introduced, and fault principle of rolling bearing is described. Through characteristic data of rolling bearing fault , RBF neural network is constructed. The intelligent diagnosis of bearings is realized.