Research Article
On the Determination of the Output Power in Mono/Multicrystalline Photovoltaic Cells
Table 1
Statistical evaluations of models.
| | | | | MRE (%) | MSE | RMSE | STD |
| Monocell | LSSVM | Train | 0.997 | 1.232 | 0.37366882 | 0.6113 | 0.3621 | Test | 0.997 | 1.097 | 0.413593905 | 0.6431 | 0.4053 | Total | 0.997 | 1.198 | 0.383650091 | 0.6431 | 0.3705 | Multicell | Train | 0.999 | 0.617 | 0.131896651 | 0.3632 | 0.2304 | Test | 0.999 | 0.570 | 0.104762187 | 0.3237 | 0.2049 | Total | 0.999 | 0.605 | 0.125113035 | 0.3237 | 0.2232 | Monocell | ANFIS | Train | 0.973 | 2.496 | 3.282398807 | 1.8117 | 1.4126 | Test | 0.924 | 3.460 | 8.918576686 | 2.9864 | 2.5967 | Total | 0.962 | 2.737 | 4.691443277 | 2.9864 | 1.7726 | Multicell | Train | 0.995 | 1.370 | 0.573499732 | 0.7573 | 0.4360 | Test | 0.994 | 1.603 | 0.860051592 | 0.9274 | 0.5437 | Total | 0.995 | 1.428 | 0.645137697 | 0.9274 | 0.4652 |
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