Transformer Fault Identification with an IF-1DCNN Based on Informative Integration of Heterogeneous Sources

Table 1

Details of the IF-1DCNN parameters.

Layer	Kernel size	Stride	Output size	Padding
Conv-1	1024 ^∗ 1 ^∗ 4	1 ^∗ 1	2 ^∗ 5 ^∗ 1024	Yes
Pooling-1	1 ^∗ 2	1 ^∗ 1	2 ^∗ 3 ^∗ 1024	Yes
Conv-2	1024 ^∗ 1 ^∗ 2	1 ^∗ 1	2 ^∗ 3 ^∗ 1024	Yes
Pooling-2	1 ^∗ 2	1 ^∗ 1	2 ^∗ 2 ^∗ 1024	Yes
Flatten	4096	—	4096	—
Dense	150	—	150	—
Softmax	6	—	6	—