Shaft Power Prediction on Vessel C (test)
582.18MAEPhysics-guided Neural Network (PGNN)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Physics-guided Neural Network (PGNN)Input feature=Predicted RPM from polynomial model2025.12 | 582.18 | 708.21 | 0.581 | 20.9 | |
| Neural Network (NN)2025.12 | 628.37 | 763.78 | 0.505 | 22.4 | |
| Empirical Formulas (EF)2025.12 | 1,036.35 | 1,101.58 | 0.011 | 36.3 |