Table 4 Statistical evaluation of the RSM-driven TC model through ANOVA.

From: Optimizing MXene graphene based fluids for solar energy conversion and storage using a novel intelligent framework

Source

Mean Square

F-value

p-value

Status

Model

0.0512

8642.47

< 0.0001

significant

A (T)

0.0073

1233.88

< 0.0001

 

B (MF)

0.0223

3763.10

< 0.0001

 

C (MXene ratio)

0.0032

542.34

< 0.0001

 

AB

0.0091

1542.01

< 0.0001

 

AC

0.0013

227.07

< 0.0001

 

A²

0.0012

207.02

< 0.0001

 

B²

0.0007

123.59

< 0.0001

 

C²

0.0000

1.81

0.1864

 

A²B

0.0007

115.55

< 0.0001

 

A²C

0.0000

8.07

0.0070

 

AB²

0.0001

13.06

0.0008

 

AC²

0.0000

3.40

0.0724

 

A³

0.0002

38.25

< 0.0001

 

B³

0.0001

22.30

< 0.0001

 

C³

0.0002

26.24

< 0.0001

 

Residual

5.923E-06

   
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