Table 3.
Numerical values of Nusselt number (rest parameters Pr = 6.2, A*=-1.5, B*=-1.7, Su = 0.1, ).
| Rd | Numerical Result |
ANN Prediction |
|||||
|---|---|---|---|---|---|---|---|
| Cone | Wedge | Plate | Cone | Wedge | Plate | ||
| 6.0 | 18.51411 | 18.24206 | 18.25881 | 18.73245 | 18.56103 | 18.68625 | |
| 6.6 | 19.25598 | 18.98009 | 18.99861 | 19.35620 | 19.16681 | 19.27800 | |
| 7.2 | 19.97007 | 19.69058 | 19.71088 | 19.97996 | 19.77259 | 19.86976 | |
| 7.8 | 20.65915 | 20.37630 | 20.39838 | 20.60371 | 20.37837 | 20.46151 | |
| 8.4 | 21.32562 | 21.03959 | 21.06345 | 21.22746 | 20.98414 | 21.05326 | |
| 9.0 | 21.97149 | 21.68247 | 21.70812 | 21.85122 | 21.58991 | 21.64500 | |
| 9.6 | 22.59852 | 22.30667 | 22.33410 | 22.47497 | 22.19569 | 22.23676 | |
| 10.2 | 23.20824 | 22.91370 | 22.94291 | 23.09872 | 22.80147 | 22.82851 | |
| 10.8 | 23.80199 | 23.50488 | 23.53586 | 23.72247 | 23.40724 | 23.42026 | |
| 11.4 | 24.38092 | 24.08138 | 24.11413 | 24.34623 | 24.01302 | 24.01201 | |
| 12.0 | 24.94609 | 24.64422 | 24.67873 | 24.96998 | 24.61880 | 24.60376 | |
| 12.6 | 25.49842 | 25.19431 | 25.23058 | 25.59373 | 25.22457 | 25.19552 | |
| Testing Data | 13.2 | 26.03874 | 25.73248 | 25.77050 | 26.21749 | 25.83035 | 25.78726 |
| 13.8 | 26.56778 | 26.25946 | 26.29923 | 26.84124 | 26.43613 | 26.37901 | |
| Validation Data | 14.4 | 27.08622 | 26.77591 | 26.81743 | 27.46499 | 27.04190 | 26.97076 |
| 15.0 | 27.59466 | 27.28245 | 27.32570 | 27.08875 | 27.64768 | 27.56251 | |
| MSE | 0.03972 | 0.02754 | 0.02710 | ||||