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

Table 5

Comparison of training results using different methods.

Method	1DCNN	LM-BP	RBF	BP
Number of iterations	23	87	100	198
Training error			0.00089	0.0947