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Table 2 PB design matrix for screening independent variables with actual and coded values influencing hydrogen production

From: Maximizing biohydrogen production from watermelon peels using Clostridium butyricum NE133: a statistical optimization approach with Plackett–Burman and Box–Behnken designs

Trial

Variables

Response

X1

X2

X3

X4

X5

X6

X7

X8

Hydrogen production (mLL−1)

Initial pH

Incubation temperature (°C)

Inoculum volume (%)

WMP (%)

Sodium acetate (gL−1)

Ammonium acetate (gL−1)

Tryptone (gL−1)

Yeast extract (gL−1)

Experimental

Predicted

1

1 (8)

− 1 (28)

− 1 (5)

− 1 (10)

− 1 (1)

1 (5)

− 1 (1)

1 (3)

827.00

1136.22

2

1 (8)

1 (37)

− 1 (5)

− 1 (10)

− 1 (1)

− 1 (1)

1 (7)

− 1 (0.5)

1171.67

1734.44

3

1 (8)

1 (37)

1 (25)

− 1 (10)

− 1 (1)

− 1 (1)

− 1 (1)

1 (3)

1865.00

1610.78

4

1 (8)

1 (37)

1 (25)

1 (40)

− 1 (1)

− 1 (1)

− 1 (1)

− 1 (0.5)

2630.00

2863.39

5

1 (8)

1 (37)

1 (25)

1 (40)

1 (4)

− 1 (1)

− 1 (1)

− 1 (0.5)

3280.33

3423.33

6

− 1 (5)

1 (37)

1 (25)

1 (40)

1 (4)

1 (5)

− 1 (1)

− 1 (0.5)

265.67

353.06

7

1 (8)

− 1 (28)

1 (25)

1 (40)

1 (4)

1 (5)

1 (7)

− 1 (0.5)

3607.67

2874.17

8

− 1 (5)

1 (37)

− 1 (5)

1 (40)

1 (4)

1 (5)

1 (7)

1 (3)

160.33

297.72

9

1 (8)

− 1 (28)

1 (25)

− 1 (10)

1 (4)

1 (5)

1 (7)

1 (3)

995.33

1221.56

10

1 (8)

1 (37)

− 1 (5)

1 (40)

− 1 (1)

1 (5)

1 (7)

1 (3)

2652.67

2028.61

11

− 1 (5)

1 (37)

1 (25)

− 1 (10)

1 (4)

− 1 (1)

1 (7)

1 (3)

255.00

184.67

12

− 1 (5)

− 1 (28)

1 (25)

1 (40)

− 1 (1)

1 (5)

− 1 (1)

1 (3)

245.00

179.11

13

1 (8)

− 1 (28)

− 1 (5)

1 (40)

1 (4)

− 1 (1)

1 (7)

− 1 (0.5)

3512.00

3333

14

1 (8)

1 (37)

− 1 (5)

− 1 (10)

1 (4)

1 (5)

− 1 (1)

1 (3)

1701.33

1670.67

15

− 1 (5)

1 (37)

1 (25)

− 1 (10)

− 1 (1)

1 (5)

1 (7)

− 1 (0.5)

210.67

183.33

16

− 1 (5)

− 1 (28)

1 (25)

1 (40)

− 1 (1)

− 1 (1)

1 (7)

1 (3)

395.00

463.33

17

1 (8)

− 1 (28)

− 1 (5)

1 (40)

1 (4)

− 1 (1)

− 1 (1)

1 (3)

3680.00

3188.72

18

− 1 (5)

1 (37)

− 1 (5)

− 1 (10)

1 (4)

1 (5)

− 1 (1)

− 1 (0.5)

220.00

110.67

19

1 (8)

− 1 (28)

1 (25)

− 1 (10)

− 1 (1)

1 (5)

1 (7)

− 1 (0.5)

863.00

1301.11

20

− 1 (5)

1 (37)

− 1 (5)

1 (40)

− 1 (1)

− 1 (1)

1 (7)

1 (3)

275.33

230.51

21

− 1 (5)

− 1 (28)

1 (25)

− 1 (10)

1 (4)

− 1 (1)

− 1 (1)

1 (3)

352.00

205.39

22

− 1 (5)

− 1 (28)

− 1 (5)

1 (40)

− 1 (1)

1 (5)

− 1 (1)

− 1 (0.5)

215.67

398

23

− 1 (5)

− 1 (28)

− 1 (5)

− 1 (10)

1 (4)

− 1 (1)

1 (7)

− 1 (0.5)

171.00

229.06

24

− 1 (5)

− 1 (28)

− 1 (5)

− 1 (10)

− 1 (1)

− 1 (1)

− 1 (1)

− 1 (0.5)

130.33

84.67

25

0 (6.5)

0 (32)

0 (15)

0 (25)

0 (2.5)

0 (3)

0 (4)

0 (1.5)

2055.33

1825.46

26

0 (6.5)

0 (32)

0 (15)

0 (25)

0 (2.5)

0 (3)

0 (4)

0 (1.5)

1898.67

1825.46

27

0 (6.5)

0 (32)

0 (15)

0 (25)

0 (2.5)

0 (3)

0 (4)

0 (1.5)

1800.33

1825.46