Combined Long Short-Term Memory Network-Based Short-Term Prediction of Solar Irradiance

Table 2

The proposed CLSTMN-based results on cloudy datasets for different hour ahead prediction of solar irradiance.

Hour ahead prediction	RMSE in W/m^2	MAPE in %	MSE in W/m^2
1 hour ahead
2 hours ahead	0.0069	0.0015
3 hours ahead	0.0273	0.0042
4 hours ahead	0.0328	0.0049	0.0011
5 hours ahead	0.0029	0.0041
6 hours ahead	0.0176	0.0043