Table 1 Data (Inputs and the output average FD resulted)30 used in this study (Copyright © 2017 John wiley & sons Inc.).

From: A predictive model for electrospun based Polyvinyl alcohol (PVA) nanofibers diameter using an artificial neural network

Observation #

A (kV)

B (wt%)

C (RPM)

D (cm)

E (ml/h)

Average fiber diameter (µm)

1

25

15

2500

10

0.1

1.36

2

15

7

1500

10

0.2

0.64

3

25

12

500

10

0.3

1.03

4

15

12

500

10

0.3

0.79

5

15

12

1500

15

0.1

1.53

6

15

12

2500

5

0.2

1.27

7

15

15

500

15

0.2

1.87

8

15

15

1500

5

0.3

1.45

9

15

15

2500

10

0.1

0.67

10

25

12

2500

5

0.2

1.42

11

20

7

1500

10

0.2

0.86

12

20

7

2500

15

0.3

0.88

13

20

12

500

10

0.3

1.22

14

20

12

1500

15

0.1

1.3

15

20

12

2500

5

0.2

1.42

16

20

15

500

15

0.2

1.59

17

20

15

1500

5

0.3

1.73

18

20

15

2500

10

0.1

1.4

19

25

7

500

5

0.1

0.51

20

25

7

1500

10

0.2

1.23

21

25

7

2500

15

0.3

1.55

22

15

7

2500

15

0.3

0.57

23

25

15

1500

5

0.3

1.35

24

20

7

500

5

0.1

0.93

25

25

12

1500

15

0.1

1.05

26

15

7

500

5

0.1

0.59

27

25

15

500

15

0.2

1.47