Protection and Control of Modern Power Systems

Table 2 TSA performance on the IEEE 39-bus system

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

Method	A_cc (%)	P_re (%)	R_ec (%)	F₁
ANN	96.95	90.28	92.29	0.9127
SVM	96.32	96.72	81.94	0.8872
DT	95.97	90.61	86.11	0.8830
RF	96.57	92.12	88.10	0.9006
GRU [11]	97.72	94.01	93.08	0.9354
1D-CNN [19]	98.74	96.25	96.63	0.9644
CNN + GRU	98.91	97.02	96.83	0.9692
MP CNN + GRU	99.40	98.40	98.21	0.9831

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