Table 10.
Variable | Independent Variables | Dependent Variables | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Oleic Acid (%) |
Tween 20 (%) |
PEG 400 (%) |
1 Ds (Actual) (nm) |
Ds (Predicted) (nm) |
2 W (Actual) (mN/m) |
W (Predicted) (mN/m) |
3 D (Actual) (cm2/s) |
4 Sqrt(D) (Actual) (cm2/s) |
Sqrt(D) (Predicted) (cm2/s) |
|
Code | X1 | X2 | X3 | Y1 actual | Y1 predicted | Y2 actual | Y2 predicted | Y3 actual | Y3 actual | Y3 predicted |
ME 1 | 5 | 30 | 10 | 152.89 | 156.78 | 69.56 | 69.19 | 2.56·10−5 | 0.0051 | 0.0051 |
ME 2 | 5 | 40 | 10 | 128.90 | 131.04 | 81.69 | 83.79 | 2.22·10−5 | 0.0047 | 0.0047 |
ME 3 | 5 | 30 | 20 | 188.33 | 181.39 | 89.05 | 88.30 | 1.85·10−5 | 0.0043 | 0.0043 |
ME 4 | 5 | 40 | 20 | 119.60 | 125.34 | 71.98 | 73.70 | 2.11·10−5 | 0.0046 | 0.0046 |
ME 5 | 10 | 30 | 10 | 161.34 | 153.19 | 20.22 | 17.61 | 2.52·10−6 | 0.0016 | 0.0016 |
ME 6 | 10 | 40 | 10 | 202.29 | 209.24 | 16.09 | 16.38 | 5.16·10−6 | 0.0023 | 0.0023 |
ME 7 | 10 | 30 | 20 | 225.13 | 222.99 | 13.50 | 11.86 | 2.65·10−6 | 0.0016 | 0.0017 |
ME 8 | 10 | 40 | 20 | 250.20 | 248.72 | 11.84 | 13.10 | 1.00·10−5 | 0.0032 | 0.0031 |
ME 9 | 6.25 | 35 | 10 | 133.57 | 123.92 | 52.95 | 47.56 | 1.27·10−5 | 0.0036 | 0.0036 |
ME 10 | 8.75 | 30 | 15 | 144.36 | 154.01 | 11.29 | 16.68 | 3.43·10−6 | 0.0019 | 0.0018 |
1 Ds represents the mean droplet size, 2 W—mean work of adhesion, 3 D—diffusion coefficient, and 4 Sqrt(D)—diffusion coefficient obtained by applying a square root transformation.