Table 4 Results of predicting the five optimal conditions for electropolishing using ANN in this investigation.

From: Machine learning based optimization of titanium electropolishing using artificial neural networks and Taguchi design in eco-friendly electrolytes

 

Voltage

(V)

Process time

(Min.)

Temp.

(℃)

EG ratio

D.W. concentration (%)

Outer array:

Roughness, nm

No.

1

20

21

42

4

0

16.553

2

20

25

39

2

0

59.234

3

20

23

38

3

6

67.344

4

20

22

41

4

0

73.013

5

20

25

35

3.5

6

74.588