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. 2020 Nov 12;71:105385. doi: 10.1016/j.ultsonch.2020.105385

Table 2.

Combined hydrodynamic cavitation parameters according to full factorial design and the corresponding response as soluble protein content with corresponding degree of hydrolysis.

ΔP (bar) Passes WPI concentration (%) X1 X2 X3 X1X1 X2X2 X3X3 X1X2 X2X3 X3X1 Soluble proteins content (mg/mL) Degree of hydrolysis (%)
5 0 1.5 −1 −1 −1 1 1 1 1 1 1 3.76 ± 0.41 27.26 ± 1.28
5 5 1.5 −1 −0.67 −1 1 0.44 1 0.67 0.67 1 4.21 ± 0.37 30.51 ± 1.35
5 10 1.5 −1 −0.33 −1 1 0.11 1 0.33 0.33 1 4.98 ± 0.36 36.09 ± 1.08
5 15 1.5 −1 0 −1 1 0 1 0 0 1 6.02 ± 0.37 43.62 ± 1.98
5 20 1.5 −1 0.33 −1 1 0.11 1 −0.33 −0.33 1 6.89 ± 0.40 49.93 ± 1.86
5 25 1.5 −1 0.67 −1 1 0.44 1 −0.67 −0.67 1 7.54 ± 0.45 54.64 ± 1.59
5 30 1.5 −1 1 −1 1 1 1 −1 −1 1 8.32 ± 0.55 60.29 ± 2.15
6 0 1.5 −0.33 −1 −1 0.11 1 1 0.33 1 0.33 3.76 ± 0.41 27.26 ± 1.28
6 5 1.5 −0.33 −0.67 −1 0.11 0.44 1 0.22 0.67 0.33 4.8 ± 0.44 34.78 ± 1.86
6 10 1.5 −0.33 −0.33 −1 0.11 0.11 1 0.11 0.33 0.33 5.35 ± 0.42 38.77 ± 1.98
6 15 1.5 −0.33 0 −1 0.11 0 1 0 0 0.33 6.58 ± 0.43 47.68 ± 2.18
6 20 1.5 −0.33 0.33 −1 0.11 0.11 1 −0.11 −0.33 0.33 7.44 ± 0.40 53.91 ± 2.64
6 25 1.5 −0.33 0.67 −1 0.11 0.44 1 −0.22 −0.67 0.33 8.05 ± 0.47 58.33 ± 3.06
6 30 1.5 −0.33 1 −1 0.11 1 1 −0.33 −1 0.33 9.25 ± 0.55 67.02 ± 2.66
7 0 1.5 0.33 −1 −1 0.11 1 1 −0.33 1 −0.33 3.76 ± 0.41 27.26 ± 1.28
7 5 1.5 0.33 −0.67 −1 0.11 0.44 1 −0.22 0.67 −0.33 5.39 ± 0.46 39.06 ± 1.98
7 10 1.5 0.33 −0.33 −1 0.11 0.11 1 −0.11 0.33 −0.33 6.27 ± 0.43 45.43 ± 1.31
7 15 1.5 0.33 0 −1 0.11 0 1 0 0 −0.33 7.45 ± 0.41 53.99 ± 1.24
7 20 1.5 0.33 0.33 −1 0.11 0.11 1 0.11 −0.33 −0.33 9.1 ± 0.43 65.94 ± 2.21
7 25 1.5 0.33 0.67 −1 0.11 0.44 1 0.22 −0.67 −0.33 10.35 ± 0.47 75.00 ± 2.45
7 30 1.5 0.33 1 −1 0.11 1 1 0.33 −1 −0.33 11.15 ± 0.55 80.80 ± 2.61
8 0 1.5 1 −1 −1 1 1 1 −1 1 −1 3.76 ± 0.41 27.26 ± 1.28
8 5 1.5 1 −0.67 −1 1 0.44 1 −0.67 0.67 −1 6.12 ± 0.53 44.35 ± 1.63
8 10 1.5 1 −0.33 −1 1 0.11 1 −0.33 0.33 −1 7.46 ± 0.49 54.06 ± 1.69
8 15 1.5 1 0 −1 1 0 1 0 0 −1 8.63 ± 0.48 62.54 ± 1.28
8 20 1.5 1 0.33 −1 1 0.11 1 0.33 −0.33 −1 12.02 ± 0.49 87.10 ± 2.34
8 25 1.5 1 0.67 −1 1 0.44 1 0.67 −0.67 −1 12.23 ± 0.53 88.62 ± 2.50
8 30 1.5 1 1 −1 1 1 1 1 −1 −1 12.31 ± 0.62 89.20 ± 2.46
5 0 3 −1 −1 0 1 1 0 1 0 0 7.82 ± 0.37 28.33 ± 1.17
5 5 3 −1 −0.67 0 1 0.44 0 0.67 0 0 9.58 ± 0.31 34.71 ± 1.22
5 10 3 −1 −0.33 0 1 0.11 0 0.33 0 0 10.95 ± 0.30 39.67 ± 1.40
5 15 3 −1 0 0 1 0 0 0 0 0 12.76 ± 0.32 46.23 ± 1.65
5 20 3 −1 0.33 0 1 0.11 0 −0.33 0 0 13.83 ± 0.33 50.11 ± 1.78
5 25 3 −1 0.67 0 1 0.44 0 −0.67 0 0 14.11 ± 0.38 51.12 ± 1.56
5 30 3 −1 1 0 1 1 0 −1 0 0 14.29 ± 0.48 51.77 ± 1.44
6 0 3 −0.33 −1 0 0.11 1 0 0.33 0 0 7.82 ± 0.37 28.33 ± 1.17
6 5 3 −0.33 −0.67 0 0.11 0.44 0 0.22 0 0 14.48 ± 0.36 52.46 ± 1.36
6 10 3 −0.33 −0.33 0 0.11 0.11 0 0.11 0 0 15.05 ± 0.31 54.53 ± 1.51
6 15 3 −0.33 0 0 0.11 0 0 0 0 0 15.85 ± 0.30 57.43 ± 1.80
6 20 3 −0.33 0.33 0 0.11 0.11 0 −0.11 0 0 16.61 ± 0.32 60.18 ± 1.72
6 25 3 −0.33 0.67 0 0.11 0.44 0 −0.22 0 0 16.85 ± 0.38 61.05 ± 2.01
6 30 3 −0.33 1 0 0.11 1 0 −0.33 0 0 17.02 ± 0.50 61.67 ± 1.58
7 0 3 0.33 −1 0 0.11 1 0 −0.33 0 0 7.82 ± 0.37 28.33 ± 1.17
7 5 3 0.33 −0.67 0 0.11 0.44 0 −0.22 0 0 15.3 ± 0.38 55.43 ± 1.48
7 10 3 0.33 −0.33 0 0.11 0.11 0 −0.11 0 0 16.42 ± 0.32 59.49 ± 2.12
7 15 3 0.33 0 0 0.11 0 0 0 0 0 17.51 ± 0.30 63.44 ± 2.60
7 20 3 0.33 0.33 0 0.11 0.11 0 0.11 0 0 17.85 ± 0.31 64.67 ± 2.11
7 25 3 0.33 0.67 0 0.11 0.44 0 0.22 0 0 18.03 ± 0.36 65.33 ± 2.66
7 30 3 0.33 1 0 0.11 1 0 0.33 0 0 18.27 ± 0.47 66.19 ± 2.74
8 0 3 1 −1 0 1 1 0 −1 0 0 7.82 ± 0.37 28.33 ± 1.17
8 5 3 1 −0.67 0 1 0.44 0 −0.67 0 0 16.26 ± 0.55 58.91 ± 2.86
8 10 3 1 −0.33 0 1 0.11 0 −0.33 0 0 17.32 ± 0.50 62.75 ± 2.59
8 15 3 1 0 0 1 0 0 0 0 0 18.05 ± 0.48 65.40 ± 2.48
8 20 3 1 0.33 0 1 0.11 0 0.33 0 0 18.35 ± 0.47 66.48 ± 1.88
8 25 3 1 0.67 0 1 0.44 0 0.67 0 0 19.05 ± 0.49 69.02 ± 2.32
8 30 3 1 1 0 1 1 0 1 0 0 19.49 ± 0.55 70.61 ± 2.84
5 0 4.5 −1 −1 1 1 1 1 1 −1 −1 11.4 ± 0.41 27.54 ± 1.84
5 5 4.5 −1 −0.67 1 1 0.44 1 0.67 −0.67 −1 18.04 ± 0.32 43.57 ± 2.20
5 10 4.5 −1 −0.33 1 1 0.11 1 0.33 −0.33 −1 18.69 ± 0.28 45.14 ± 1.48
5 15 4.5 −1 0 1 1 0 1 0 0 −1 19.55 ± 0.27 47.22 ± 1.52
5 20 4.5 −1 0.33 1 1 0.11 1 −0.33 0.33 −1 20.02 ± 0.28 48.36 ± 2.16
5 25 4.5 −1 0.67 1 1 0.44 1 −0.67 0.67 −1 20.58 ± 0.28 49.71 ± 2.35
5 30 4.5 −1 1 1 1 1 1 −1 1 −1 21.1 ± 0.32 50.97 ± 2.11
6 0 4.5 −0.33 −1 1 0.11 1 1 0.33 −1 −0.33 11.4 ± 0.41 27.54 ± 1.84
6 5 4.5 −0.33 −0.67 1 0.11 0.44 1 0.22 −0.67 −0.33 19.67 ± 0.59 47.51 ± 2.38
6 10 4.5 −0.33 −0.33 1 0.11 0.11 1 0.11 −0.33 −0.33 20.55 ± 0.55 49.64 ± 2.17
6 15 4.5 −0.33 0 1 0.11 0 1 0 0 −0.33 21.99 ± 0.52 53.11 ± 2.54
6 20 4.5 −0.33 0.33 1 0.11 0.11 1 −0.11 0.33 −0.33 23.32 ± 0.51 56.33 ± 3.01
6 25 4.5 −0.33 0.67 1 0.11 0.44 1 −0.22 0.67 −0.33 23.83 ± 0.52 57.56 ± 2.97
6 30 4.5 −0.33 1 1 0.11 1 1 −0.33 1 −0.33 24.02 ± 0.57 58.02 ± 1.53
7 0 4.5 0.33 −1 1 0.11 1 1 −0.33 −1 0.33 11.4 ± 0.41 27.54 ± 1.84
7 5 4.5 0.33 −0.67 1 0.11 0.44 1 −0.22 −0.67 0.33 27.19 ± 0.61 65.68 ± 2.56
7 10 4.5 0.33 −0.33 1 0.11 0.11 1 −0.11 −0.33 0.33 27.48 ± 0.56 66.38 ± 3.45
7 15 4.5 0.33 0 1 0.11 0 1 0 0 0.33 28.15 ± 0.53 67.99 ± 1.48
7 20 4.5 0.33 0.33 1 0.11 0.11 1 0.11 0.33 0.33 28.98 ± 0.41 70.00 ± 2.52
7 25 4.5 0.33 0.67 1 0.11 0.44 1 0.22 0.67 0.33 29.64 ± 0.49 71.59 ± 1.94
7 30 4.5 0.33 1 1 0.11 1 1 0.33 1 0.33 30.02 ± 0.40 72.51 ± 2.64
8 0 4.5 1 −1 1 1 1 1 −1 −1 1 11.4 ± 0.41 27.54 ± 1.84
8 5 4.5 1 −0.67 1 1 0.44 1 −0.67 −0.67 1 25.09 ± 1.21 60.60 ± 2.35
8 10 4.5 1 −0.33 1 1 0.11 1 −0.33 −0.33 1 27.58 ± 0.37 66.62 ± 3.64
8 15 4.5 1 0 1 1 0 1 0 0 1 30.58 ± 1.11 73.86 ± 2.45
8 20 4.5 1 0.33 1 1 0.11 1 0.33 0.33 1 31.98 ± 0.72 77.25 ± 1.98
8 25 4.5 1 0.67 1 1 0.44 1 0.67 0.67 1 32.58 ± 1.08 78.70 ± 2.23
8 30 4.5 1 1 1 1 1 1 1 1 1 32.69 ± 0.59 78.96 ± 2.18