Hourly Forecasting of Solar Photovoltaic Power in Pakistan Using Recurrent Neural Networks

Table 2

Cv (RMSE) results of hourly forecast of PV power output using LSTM with four different hidden layers.

No. of layers	Sunny	Cloudy	Rainy	Partial cloudy	Dusty	Foggy
1	0.08%	0.14%	1.51%	0.73%	0.65%	0.85%
2	0.15%	0.21%	0.60%	0.51%	0.50%	0.84%
3	0.47%	1.32%	2.12%	0.95%	0.86%	1.45%
4	0.52%	1.47%	0.88%	0.92%	1.08%	1.31%