Statistical indicators for the results of the temperature distribution predicted by the CFD and EPR-MOGA models for 1–8E tests
Run . | CFD . | EPR-MOGA . | ||||
---|---|---|---|---|---|---|
COD . | RMSE (m) . | MAE (m) . | COD . | RMSE (m) . | MAE (m) . | |
E1 | 92.52 | 0.512 | 0.376 | 84.21 | 0.630 | 0.461 |
E2 | 71.91 | 0.562 | 0.382 | 84.74 | 0.613 | 0.458 |
E3 | 94.96 | 0.322 | 0.231 | 86.43 | 0.458 | 0.369 |
E4 | 58.43 | 0.573 | 0.415 | 83.39 | 0.525 | 0.399 |
E5 | 75.17 | 0.295 | 0.208 | 81.04 | 0.398 | 0.328 |
E6 | 94.68 | 0.166 | 0.117 | 87.54 | 0.259 | 0.217 |
E7 | 86.72 | 0.688 | 0.451 | 85.08 | 0.626 | 0.486 |
E8 | 98.47 | 0.114 | 0.087 | 81.89 | 0.265 | 0.206 |
Averaged values | 84.11 | 0.404 | 0.283 | 84.29 | 0.472 | 0.365 |
Run . | CFD . | EPR-MOGA . | ||||
---|---|---|---|---|---|---|
COD . | RMSE (m) . | MAE (m) . | COD . | RMSE (m) . | MAE (m) . | |
E1 | 92.52 | 0.512 | 0.376 | 84.21 | 0.630 | 0.461 |
E2 | 71.91 | 0.562 | 0.382 | 84.74 | 0.613 | 0.458 |
E3 | 94.96 | 0.322 | 0.231 | 86.43 | 0.458 | 0.369 |
E4 | 58.43 | 0.573 | 0.415 | 83.39 | 0.525 | 0.399 |
E5 | 75.17 | 0.295 | 0.208 | 81.04 | 0.398 | 0.328 |
E6 | 94.68 | 0.166 | 0.117 | 87.54 | 0.259 | 0.217 |
E7 | 86.72 | 0.688 | 0.451 | 85.08 | 0.626 | 0.486 |
E8 | 98.47 | 0.114 | 0.087 | 81.89 | 0.265 | 0.206 |
Averaged values | 84.11 | 0.404 | 0.283 | 84.29 | 0.472 | 0.365 |