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Table 3 Experimental and predicted data

From: Optimization of biogas production from anaerobic co-digestion of fish waste and water hyacinth

Std

Run

Coded values

Actual values

Actual values

Predicted values

X1

X2

X3

X1

X2

X3

13

1

0

0

α−

50

10

81.6

573

563.11

12

2

0

α+

0

50

18.41

90

325.5

322.47

14

3

0

0

2

50

10

98.41

662

657.86

11

4

0

− 2

0

50

1.591

90

115

104

2

5

1

− 1

− 1

75

5

85

231

240.09

7

6

− 1

1

1

25

15

95

690

690.83

5

7

− 1

− 1

1

25

5

95

434.5

442.93

4

8

1

1

− 1

75

15

85

250.5

251.99

10

9

2

0

0

92.04

10

90

152

147.07

16

10

0

0

0

50

10

90

648

647.47

17

11

0

0

0

50

10

90

648.5

647.47

6

12

1

− 1

1

75

5

95

249.5

251.93

9

13

− 2

0

0

7.955

10

90

601

591.9

8

14

1

1

1

75

15

95

254

257.33

3

15

− 1

1

− 1

25

15

85

582.5

589.99

1

16

− 1

− 1

− 1

25

5

85

329

335.59

15

17

0

0

0

50

10

90

643.5

647.47

  1. Where: X1, X2, and X3 are the coded values of substrate ratio, IC, and dilution, respectively