Research Article

A Power Transformer Fault Prediction Method through Temporal Convolutional Network on Dissolved Gas Chromatography Data

Table 5

Hyperparameter of the residual block.

LayerParameterValue

conv1, conv2Filters10
Kernel size3
Stride1
PaddingSame
Dilation1, 2, 4, 8, 16
dropout1, dropout2Dropout rate0.5