Table 9 Analysis of variance for COF.

From: Tribological performance of UV treated nanodiamond reinforced polyurethane nanocomposites through Taguchi and machine learning technique

Source

DF

Sew SS

Contribution

Adj SS

Adj MS

F-Value

P-Value

Sliding Distance(m)

1

0.014620

3.67%

0.014866

0.014866

25.01

0.000

Sliding Speed(rpm)

1

0.010609

2.66%

0.010356

0.010356

17.43

0.001

Load(N)

1

0.004934

1.24%

0.067696

0.067696

113.91

0.000

Composition(wt%)

1

0.088408

22.18%

0.044494

0.044494

74.87

0.000

UV Irradiation Time(Hours)

1

0.201612

50.57%

0.017242

0.017242

29.01

0.000

Sliding Distance(m)*Sliding Speed(rpm)

1

0.001342

0.34%

0.000666

0.000666

1.12

0.307

Sliding Distance(m)*Load(N)

1

0.026807

6.72%

0.050762

0.050762

85.42

0.000

Sliding Speed(rpm)*Load(N)

1

0.040912

10.26%

0.040912

0.040912

68.84

0.000

Sliding Speed(rpm)*UV Irradiation Time(Hours)

1

0.000021

0.01%

0.000021

0.000021

0.04

0.852

Load(N)*UV Irradiation Time(Hours)

1

0.000420

0.11%

0.000420

0.000420

0.71

0.414

Composition(wt%)*UV Irradiation Time(Hours)

1

0.000056

0.01%

0.000056

0.000056

0.09

0.764

Error

15

0.008914

2.24%

0.008914

0.000594

25.01

0.000

Total

26

0.398656

100.00%

    
  1. R-sq = 97.76% R-sq(adj) = 96.12%.