Table 6.
Values and ranges of parameters and variables.
| Parameter or variable | Value | |
|---|---|---|
| Sizing Parameters | Initial coefficient of the number of fuel cell stacks (K-FC) | 1 |
| Initial Coefficient for the Number of Battery Modules (K-BA) | 1 | |
| Initial coefficient for the electric motor (K-EM) | 1 | |
| fuel cell stacks coefficient range | [0.46, 1.4] | |
| Electric motor tourqe coefficient range | [0.5, 1.5] | |
| Battery capacity coefficient range | [0.7, 1.5] | |
| NSGA-II Parameters | Population size | 10 |
| Generation | 5 | |
| Mutation Rate | 0.1 | |
| Crossover Rate | 0.9 | |
|
RL Parameters |
Training Episodes | 15 |
| Steps per Episode | 5 | |
| Network hidden layer size | 128 | |
| Batch Size | 64 | |
| Buffer Size | 10,000 | |
| Discount factor | 0.99 | |
| Learning rate | 1e-3 |