Intelligent Detection Method of Gearbox Based on Adaptive Hierarchical Clustering and Subset

Table 3

Parameter design.

The number of layers	Structure name	Structural parameters	The number of channels	Output size
	Input	(1,3600)	1	(1,3600)
1	Convolution layer	(1,8,2)	16	(1,1797)
2	Convolution layer	(1,8,2)	16	(1,895)
3	Pool layer	(1,2)		(1,447)
4	Convolution layer	(1,4,2)	64	(1,222)
5	Convolution layer	(1,4,2)	64	(1,110)
6	Pool layer	(1,2)		(1,55)
7	Convolution layer	(1,4,2)	256	(1,26)
8	Convolution layer	(1,4,2)	256	(1,12)
9	Pool layer	(1,2)		(1,6)
10	Convolution layer	(1,2,1)	512	(1,5)
11	Convolution layer	(1,2,1)	512	(1,4)
12	Pool layer	(1,2)		(1,2)
13	Full connection layer	(1024)		(1024)
14	Full connection layer	(50)		(50)
15	Output layer	(9)		(9)