Table 2.
The regression models for the process variables and the product properties when using the independent variables of feed moistures (x1) and 4th barrel zone temperatures (x2) of the pigmented rice extrudates
Response | BRE regression modelsa | R2 | RRE regression modelsb | R2 |
---|---|---|---|---|
SME (KW/kg)c | 50.53 − 9.42x1 − 2.81x2 + 2.09x21 + 4.43x22 | 0.9947 | 57.68 − 8.50x1 + 2.82x22 | 0.8199 |
WSI (%)d | 2.75 − 0.70x1 + 0.09x2 + 0.43x21 − 0.22x1x2 | 0.9834 | 7.37 − 2.75x1 + 0.44x2 − 0.53x21 − 0.43x22 | 0.9643 |
WAI (g/g)e | 6.30 + 0.21x1 − 0.10x2 − 0.12x21 + 0.36x1x2 | 0.9428 | ns | ns |
Cold viscosity (cP) | 51.25 − 13.23x1 + 3.63x2 + 4.43x21 | 0.9652 | 164.46 − 56.68x1 + 18.06x2 + 10.16x21 − 12.73x22 | 0.9762 |
Expansion Index | 2.35 − 0.34x1 + 0.10x2 + 0.05x21 − 0.12x1x2 | 0.9656 | 2.77 − 0.40x1 + 0.03x2 − 0.12x22 − 0.05x1x2 | 0.9918 |
Specific volume (mL/g) | 2.73 − 1.00x1 + 0.38x21 | 0.8854 | 2.77 − 1.18x1 + 0.46x21 − 1.04x1x2 | 0.9077 |
Compression force (N) | 67.95 + 36.57x1 + 4.63x21 − 8.54x22 + 4.94x1x2 | 0.9814 | 29.13 + 25.82x1 − 4.76x2 + 14.06x21 | 0.9525 |
L* (lightness) | 21.45 − 2.57x1 + 0.50x21 + 0.31x22 | 0.9785 | 36.13 − 3.23x1 − 0.32x2 − 0.34x21 − 0.70x22 | 0.9858 |
C* (chroma) | 2.24 − 0.08x1 + 0.09x2 − 0.05x21 + 0.04x22 | 0.8702 | ns | ns |
h* (hue angle) | 77.94 − 5.41x1 − 1.54x22 + 2.31x1x2 | 0.9474 | 40.86 + 0.87x1 + 0.38x21 + 0.39x1x2 | 0.9173 |
R2, regression coefficient; ns, the mathematical models were not statistically significant (P ≤ 0.10)
aBRE black rice extrudate
bRRE red rice extrudate
cSME specific mechanical energy
dWSI Water Solubility Index
eWAI Water Absorption Index