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

Figure 12

Feature visualization scatterplots for the test dataset using the t-SNE method. (a) Raw data. (b) Convolutional layer 1. (c) Convolutional layer 2. (d) Dense layer. (e) Softmax layer.

(a)

(b)

(c)

(d)

(e)