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International Journal of Photoenergy
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International Journal of Photoenergy
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2017
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Article
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Tab 1
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Research Article
Mapping and Estimation of Monthly Global Solar Irradiation in Different Zones in Souss-Massa Area, Morocco, Using Artificial Neural Networks
Table 1
Error values and the correlation coefficient of different ANN configuration models.
Configurations
Number of neurons in hidden layer
MAE
RMSE/rRMSE
R
Lat, Long, Al, Mn
34
0.248
0.314 (5.46%)
0.974
Lat, Long, Al, Mn, Sh
34
0.249
0.312 (5.43%)
0.975
Lat, Long, Al, Mn, Sh, T
27
0.227
0.286 (4.97%)
0.979
Lat, Long, Al, Mn, Sh, H
33
0.204
0.262 (4.56%)
0.983
Lat, Long, Al, Mn, T
32
0.233
0.294 (5.11%)
0.978
Lat, Long, Al, Mn, H
34
0.217
0.274 (4.77%)
0.980
Lat, Long, Al, Mn, Sh, T, H
25
0.184
0.234 (4.07%)
0.988