[Retracted] Research on Pattern Recognition Method of Transformer Partial Discharge Based on Artificial Neural Network

Table 1

Model parameter setting.

Test items	Parameter setting
Convolution kernel size and step size	(5 ^∗ 5, 1)
Pooling method	Max-pooling
Pooling window size and step size	(2 ^∗ 2, 1)
Fill mode	Same mode
Activation function	ReLu
Weights	Random normal distribution
Number of LSTM nodes	100
Optimization function	SGD
Learning rate	0.001
Batch size	64
Epoch	100