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Table 6 Magnetization curves of training samples (p.u.)

From: A denoising-classification neural network for power transformer protection

Training: 1st one

Training: 2nd one

Validation

Voltage

Current

Voltage

Current

Voltage

Current

0

0

0

0

0

0

0.1

9.2280e−05

1.0

0.0025

0.10

0.0000533

0.5

4.4895e−04

1.1

0.005

0.50

0.000259

1.0

1.04754e−03

1.2

0.02

1.00

0.000605

1.1

7.18316e−03

1.25

0.04

1.10

0.00415

1.2

9.95666e−02

1.28

0.1

1.20

0.0575

1.4

0.6285765

1.32

0.2

1.40

0.3629

1.6

1.352529

1.36

0.3

1.60

0.78088

1.8

2.179491

1.535

1

1.80

1.25834

1.9

2.6178888

3.7

10

1.90

1.51145