The Cable Fault Diagnosis for XLPE Cable Based on 1DCNNs-BiLSTM Network

Table 4

Accuracy comparison of different network models.

Network model	Number of network layers	Accuracy (%)
1D-CNN	4	97.5
1DCNN-LSTM	4 + 2	98.33
1DCNN-BiLSTM	4 + 2	99.45