Table 8 ANOVA results for the two studied responses (d32 h, d32 v).

From: Machine learning and response surface analysis of mean drop size and dispersed phase holdup in an L-shaped pulsed sieve plate column

Source

\(\:\mathbf{d}\mathbf{32}{h}\)

\(\:\mathbf{d}\mathbf{32}{v}\)

Sum of Squares

df

Mean Square

F-value

p-value

Sum of Squares

df

Mean Square

F-value

p-value

Model

4.73

18

0.2627

52.48

< 0.0001

11.97

18

0.6649

184.81

< 0.0001

A-Qc

3.676E-07

1

3.6E-7

0.0001

0.9932

0.0004

1

0.0004

0.1149

0.7358

B-Qd

0.0293

1

0.0293

5.85

0.0186

0.0255

1

0.0255

7.09

0.0099

C-Af

0.0244

1

0.0244

4.87

0.0312

0.0981

1

0.0981

27.27

< 0.0001

D-σ

0.0050

1

0.0050

0.9915

0.3233

0.0201

1

0.0201

5.58

0.0213

E-TBP

0.0011

1

0.0011

0.2149

0.6446

0.0008

1

0.0008

0.2213

0.6397

AB

0.0003

1

0.0003

0.0662

0.7978

0.0022

1

0.0022

0.6147

0.4361

AC

9.192E-08

1

9.19E-8

0.0000

0.9966

0.0050

1

0.0050

1.39

0.2435

AD

0.0001

1

0.0001

0.0291

0.8652

0.0007

1

0.0007

0.2069

0.6508

AE

3.052E-07

1

3.0E-7

0.0001

0.9938

0.0005

1

0.0005

0.1402

0.7094

BC

0.0007

1

0.0007

0.1316

0.7180

0.0026

1

0.0026

0.7133

0.4017

BD

0.0013

1

0.0013

0.2498

0.6190

0.0003

1

0.0003

0.0774

0.7818

BE

0.0000

1

0.0000

0.0080

0.9290

0.0036

1

0.0036

0.9877

0.3242

CD

0.0000

1

0.0000

0.0028

0.9578

0.0075

1

0.0075

2.09

0.1532

CE

0.0016

1

0.0016

0.3097

0.5799

0.0000

1

0.0000

0.0075

0.9312

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