Real Values of Factors

Cellulose Nanocrystal Isolation Yield

Amount of Cellulose

Sulfuric Acid Concentration

Hydrolysis Time

Hydrolysis Temperature

Sonication Time

Experimental responses

Theoretical Responses

Residues

X1

(g)

X2

(%. w/w)

X3

(min)

X4

(˚C)

X5

(min)

Yyield

(%)

Yyield

(%)

r

(%)

1

10

65

90

40

10

61.22

64.49

−3.27

2

10

40

10

80

10

96.26

93.22

3.04

3

7.5

52.5

126

60

20

51.39

57.93

−6.54

4

5

65

10

40

10

90.10

84.57

5.53

5

5

40

90

40

30

89.01

92.11

−3.10

6

10

65

10

40

10

84.17

87.03

−2.86

7

5

40

10

80

10

94.58

91.40

3.18

8

7.5

52.5

10

60

20

62.02

67.69

−5.67

9

7.5

52.5

50

60

20

57.78

59.76

−1.98

10

7.5

52.5

50

60

20

59.17

59.76

−0.59

11

10

40

90

40

30

96.27

91.47

4.80

12

7.5

52.5

50

60

20

54.02

59.76

−5.74

13

5

40

90

40

10

95.34

91.47

3.87

14

5

65

90

40

10

62.34

61.00

1.34

15

10

65

10

40

30

77.19

81.84

−4.65

16

5

65

10

80

30

15.81

15.60

0.21

17

10

40

10

40

30

97.01

95.45

1.56

18

12.2

52.5

50

60

20

67.12

63.83

3.29

19

10

40

90

80

30

82.81

87.62

−4.81

20

10

65

10

80

30

12.76

13.74

−0.98

21

5

65

90

80

10

5.85

0.75

5.10

22

7.5

76.2

50

60

20

3.52

5.14

−1.62

23

7.5

52.5

50

22

20

90.47

88.56

1.91

24

10

65

10

80

10

27.08

20.91

6.17

25

5

65

10

40

30

88.26

83.30

4.96

26

5

40

10

80

30

94.10

88.23

5.87

27

7.5

52.5

50

60

1

81.25

85.94

−4.69

28

5

40

90

80

10

92.21

90.02

2.19

29

5

40

10

40

10

97.04

98.31

−1.27

30

7.5

52.5

50

60

39

76.32

79.75

−3.43

31

10

40

90

40

10

96.14

94.74

1.40

32

5

65

90

40

30

59.64

61.55

−1.91

33

7.5

28.8

50

60

20

96.19

102.68

−6.49

34

10

40

10

80

30

85.00

86.14

−1.14

35

7.5

52.5

50

97.9

20

12.58

22.61

−10.03

36

7.5

52.5

50

60

20

66.81

59.76

7.05

37

10

65

90

80

10

2.48

3.83

−1.35

38

5

40

10

40

30

96.31

97.13

−0.82

39

10

65

90

40

30

61.31

61.13

0.18

40

10

65

90

80

30

3.25

−1.52

4.77

41

10

40

90

80

10

93.17

92.88

0.29

42

5

40

90

80

30

95.31

88.67

6.64

43

7.5

52.5

50

60

20

67.07

59.76

7.31

44

5

65

90

80

30

1.12

−0.69

1.81

45

5

65

10

80

10

13.78

18.86

−5.08

46

10

40

10

40

10

98.04

100.54

−2.50

47

7.5

52.5

50

60

20

69.19

59.76

9.43

48

2.8

52.5

50

60

20

51.09

62.50

−11.41