Fault Detection of Reciprocating Compressor Valve Based on One-Dimensional Convolutional Neural Network

Table 3

Parameters of the 1DCNN model.

Layer (type)	Number of convolution kernels	Output shape	Parameter
Input layer		121	0
Conv1 (Conv1D)	32	10132	128
Activation ReLU		10132	0
MaxPool1		5132	0
Conv2 (Conv1D)	64	3164	6208
Activation ReLU		3164	0
MaxPool2		2164	0
FC1/flatten		128	0
FC2		64	8256
Softmax		7	455