Table 4 Extracted optimal process parameters of injection-moulding process of dashboard using soft computing methods and MOPSO with extracted defects, including shrinkage, warpage, and sink mark.
No | T1 | T2 | t1 | t2 | Shrinkage | Warpage | Sink mark | Error % | |||
|---|---|---|---|---|---|---|---|---|---|---|---|
MLP | SW Plastic | MLP | SW Plastic | DT | SW Plastic | ||||||
1 | 203.911 | 75.071 | 12.478 | 78.471 | 0.0165 | 0.0181 | 4.886 | 4.4951 | 0.016 | 0.0174 | 9 |
2 | 203.912 | 75.065 | 12.452 | 78.475 | 0.0166 | 0.0151 | 4.885 | 4.1522 | 0.016 | 0.0179 | 13 |
3 | 203.913 | 75.073 | 12.109 | 78.484 | 0.0166 | 0.0199 | 4.870 | 4.3830 | 0.016 | 0.0141 | 14 |
4 | 203.912 | 75.074 | 11.673 | 78.482 | 0.0166 | 0.0183 | 4.849 | 4.2186 | 0.016 | 0.0125 | 15 |
5 | 203.914 | 75.068 | 12.018 | 78.474 | 0.0166 | 0.0159 | 4.866 | 5.2553 | 0.016 | 0.017 | 6 |
6 | 203.910 | 75.074 | 12.679 | 78.473 | 0.0165 | 0.0185 | 4.895 | 5.5313 | 0.016 | 0.0133 | 14 |
7 | 203.912 | 75.068 | 11.938 | 78.480 | 0.0166 | 0.0148 | 4.862 | 4.0841 | 0.016 | 0.0179 | 13 |
8 | 203.912 | 75.069 | 12.517 | 78.474 | 0.0165 | 0.0168 | 4.888 | 4.6925 | 0.016 | 0.0165 | 3 |
9 | 203.911 | 75.076 | 11.710 | 78.480 | 0.0166 | 0.0168 | 4.851 | 4.7055 | 0.016 | 0.0157 | 2 |
10 | 203.911 | 75.072 | 11.752 | 78.479 | 0.0166 | 0.0154 | 4.853 | 4.3192 | 0.016 | 0.0179 | 10 |
11 | 203.913 | 75.0759 | 12.177 | 78.479 | 0.0166 | 0.0129 | 4.873 | 5.5065 | 0.016 | 0.0195 | 19 |
12 | 203.911 | 75.074 | 11.626 | 78.489 | 0.0166 | 0.0178 | 4.846 | 4.4583 | 0.016 | 0.0170 | 7 |
13 | 203.911 | 75.074 | 11.831 | 78.478 | 0.0166 | 0.0148 | 4.856 | 5.1959 | 0.016 | 0.0150 | 12 |
14 | 203.913 | 75.065 | 12.564 | 78.475 | 0.0165 | 0.0163 | 4.890 | 4.9878 | 0.016 | 0.0152 | 4 |
15 | 203.910 | 75.0723 | 12.407 | 78.478 | 0.0166 | 0.0188 | 4.883 | 5.7619 | 0.016 | 0.0182 | 15 |
16 | 203.911 | 75.070 | 11.658 | 78.474 | 0.0166 | 0.0158 | 4.848 | 4.7026 | 0.016 | 0.0171 | 5 |
17 | 203.911 | 75.074 | 12.233 | 78.483 | 0.0166 | 0.0178 | 4.875 | 4.1924 | 0.016 | 0.0174 | 10 |
18 | 203.912 | 75.071 | 12.160 | 78.475 | 0.0166 | 0.0188 | 4.872 | 4.3361 | 0.016 | 0.0189 | 14 |