Shaft Power Prediction on Vessel D (test)
775.68MAEPhysics-guided Neural Network (PGNN)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Physics-guided Neural Network (PGNN)Input feature=Predicted RPM from polynomial model2025.12 | 775.68 | 906.81 | 0.349 | 16.2 | |
| Empirical Formulas (EF)2025.12 | 799.83 | 1,239.55 | -0.195 | 23.25 | |
| Neural Network (NN)2025.12 | 819.8 | 951.49 | 0.287 | 17 |