Elimination of End effects in LMD Based on LSTM Network and Applications for Rolling Bearing Fault Feature Extraction

Table 2

Initial set-parameters of the training LSMT network for the ball and inner and outer rings.

	Right extension networks		Left extension networks
	Hidden layer	Learning rate	Hidden layer	Initial learning rate
Ball	301	0.00011	303	0.00025
Outer	362	0.00016	362	0.00010
Inner	293	0.00015	297	0.00010