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

Table 1

Proposed CLSTMN-based results on sunny datasets for different hours 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	0.0031
3 hours ahead	0.0087
4 hours ahead	0.0130	0.0010
5 hours ahead	0.0162	0.0015
6 hours ahead	0.0157	0.0017