Research Article
Assessment of Artificial Neural Networks for Hourly Solar Radiation Prediction
Table 4
Evaluation statistics for ELMNN.
| | Global radiation | MABE (%) | MRSE () | MRSE (%) | MBE () | MRSE (%) |
| | September 2000 | 28.1 | 131.9 | 29.3 |
−34
|
−8.9
| | March 2002 | 28.1 | 145.9 | 28.7 |
−47.7
|
−9.4
| | June 2004 | 33.4 | 128.8 | 30.8 |
9.9
|
2.4
| | Average | 29.9 | 135.5 | 29.6 |
−23.9
|
−15.9
|
| | Diffuse radiation | MABE (%) | RMSE ( | MRSE (%) | MBE () | MRSE (%) |
| | September 2000 | 41 | 126.8 | 46.8 |
−34.7
|
−12.8
| | March 2002 | 45.5 | 96.8 | 39.2 |
−7.6
|
−3.1
| | June 2004 | 31.1 | 78.6 | 31.3 |
−7.4
|
−3
| | Average | 39.2 | 100.7 | 39.1 |
−16.6
|
−6.3
|
|
|
