Table 2.
Coefficients for the regression model for process parameter and product response
| Parameters | Product response | |||
|---|---|---|---|---|
| Bulk density | Expansion ratio | Hardness | Crispiness | |
| Intercept | 0.58 | 2.57 | 25.14 | 12.51 |
| X1-Screw speed | −0.05٭٭٭ | 0.07 | −2.47٭ | 0.61 |
| X2-Feeder speed | 0.02 | −0.03 | 3.10٭ | |
| −1.01٭ | ||||
| X3-Temperature | −0.20٭٭٭ | 0.74٭٭٭ | −10.22٭٭٭ | |
| 3.16٭٭٭ | ||||
| X1X2 | 1.25 × 10−3 | 0.09 | Nil | −0.37 |
| X1X3 | 0.01٭ | −0.19٭ | Nil | 0.38 |
| X2X3 | −0.02 | 0.09 | Nil | 0.38 |
| X21 | −0.05٭ | 0.16٭٭ | ||
| Nil | −0.25 | |||
| X22 | −0.11 | −0.06 | Nil | −0.25 |
| X23 | −9.24 × 10−3 | 0.32٭٭٭ | Nil | −0.25 |
| R2 | 0.95 | 0.98 | 0.91 | 0.93 |
X1- Screw speed, X2 - Feeder speed, X3 -Temperature
Significant at P < 0.05
Significant at P < 0.01
Significant at P < 0.001