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Table 6 RMSE values of voltage magnitudes obtained under three measurement conditions (×10–4)

From: Distribution network state estimation based on attention-enhanced recurrent neural network pseudo-measurement modeling

Area

Case 1

Case 2

Case 3

Lifting degree

Case 3 compared to Case 1 (%)

Case 3 compared to Case 2 (%)

D380

1.472

1.507

1.489

− 1.14

1.21

D220-1

1.911

1.970

1.941

− 1.55

1.49

D220-2

2.414

2.764

2.704

− 10.72

13.8

D110-1

3.712

5.540

4.868

− 23.75

13.80

D110-2

2.972

4.125

3.820

− 22.20

7.98