Table 2 Special L18 (6133) orthogonal array experimental design.

From: Coupling Taguchi experimental designs with deep adaptive learning enhanced AI process models for experimental cost savings in manufacturing process development

Experiment No.

Run order

Tool insert type

DOC (mm)

FR (mm/rev)

CS (m/min)

1

11

Uncoated WC (Level 1)

0.1 (Level 1)

0.112 (Level 1)

100 (Level 1)

2

2

Uncoated WC (Level 1)

0.2 (Level 2)

0.225 (Level 2)

150 (Level 2)

3

15

Uncoated WC (Level 1)

0.3 (Level 3)

0.337 (Level 3)

200 (Level 3)

4

13

TiN coated on WC (Level 2)

0.1 (Level 1)

0.112 (Level 1)

150 (Level 2)

5

17

TiN coated on WC (Level 2)

0.2 (Level 2)

0.225 (Level 2)

200 (Level 3)

6

12

TiN coated on WC (Level 2)

0.3 (Level 3)

0.337 (Level 3)

100 (Level 1)

7

4

TiCN coated WC (Level 3)

0.1 (Level 1)

0.225 (Level 2)

100 (Level 1)

8

1

TiCN coated WC (Level 3)

0.2 (Level 2)

0.337 (Level 3)

150 (Level 2)

9

10

TiCN coated WC (Level 3)

0.3 (Level 3)

0.112 (Level 1)

200 (Level 3)

10

7

TiAlN(50:50) coated WC (Level 4)

0.1 (Level 1)

0.337 (Level 3)

200 (Level 3)

11

8

TiAlN(50:50) coated WC (Level 4)

0.2 (Level 2)

0.112 (Level 1)

100 (Level 1)

12

3

TiAlN(50:50) coated WC (Level 4)

0.3 (Level 3)

0.225 (Level 2)

150 (Level 2)

13

9

TiAlN(70:30) coated WC (Level 5)

0.1 (Level 1)

0.225 (Level 2)

200 (Level 3)

14

5

TiAlN(70:30) coated WC (Level 5)

0.2 (Level 2)

0.337 (Level 3)

100 (Level 1)

15

16

TiAlN(70:30) coated WC (Level 5)

0.3 (Level 3)

0.112 (Level 1)

150 (Level 2)

16

6

TiAlN(80:20) coated WC (Level 6)

0.1 (Level 1)

0.337 (Level 3)

150 (Level 2)

17

14

TiAlN(80:20) coated WC (Level 6)

0.2 (Level 2)

0.112 (Level 1)

200 (Level 3)

18

18

TiAlN(80:20) coated WC (Level 6)

0.3 (Level 3)

0.225 (Level 2)

100 (Level 1)