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Table 6 Comparison of computation speed on the IEEE 39-bus system

From: Power system transient stability assessment based on the multiple paralleled convolutional neural network and gated recurrent unit

Simulation comparison

III

IV (s)

V (ms)

Acc (%)

Model

GRU [11]

2856

2.18

0.763

97.72

1D-CNN [19]

2856

2.31

0.809

98.74

CNN + GRU

2856

2.70

0.945

98.91

MP CNN + GRU

2856

3.22

1.127

99.40