Research Article
Comparison and Optimization of Neural Networks and Network Ensembles for Gap Filling of Wind Energy Data
Table 3
Summary of results for the energy output of the target turbines at the coastal site Hinte.
| | Target variable | Input variables | Network type | Network topology | RMSE (kWh) | |
| | | MLP | 5-6-1 | 1326 | 0.98 | | | RBF | 5-44-1 | 1312 | 0.99 | | | RBF | 5-80-1 | 1458 | 0.99 | | | MLP | 5-10-1 | 1794 | 0.99 | | | RBF | 5-51-1 | 1911 | 0.99 | | | RBF | 5-53-1 | 2208 | 0.98 | | | MLP | 5-6-1 | 2256 | 0.98 | | | RBF | 5-42-1 | 2244 | 0.98 | | | RBF | 5-80-1 | 2330 | 0.98 |
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