Research Article

A Fault Diagnosis Method of Rolling Mill Bearing at Low Frequency and Overload Condition Based on Integration of EEMD and GA-DBN

Table 1

The layer structure parameters of the DBN.

LayerNumber of neuronsLearning rate

Input1270.01
First hidden layer1270.01
Second hidden layer100.01
Third hidden layer100.01
Output10.01