Fault Diagnosis of Rotating Machinery Based on Convolutional Neural Network and Singular Value Decomposition

Table 1

Parameters of CNN.

Input size	Convolution kernel size and dimension	Softmax	Learning rate	Dropout (%)	SGD minibatch size	Training rate (%)
		4 outputs	0.1	40	10	50