A Hybrid Deep Learning-Based Network for Photovoltaic Power Forecasting

Table 1

Detailed summary of the proposed model for short-term one-hour ahead solar power forecasting model.

Type of layer	Size of kernel	Size of filter	Params
GRU layer 1 (32)	—		4224
GRU layer 2 (64)	—		18816
CNN layer	3	64	12352
CNN layer	3	64	12352
Flatten	—	—	—
Dense (16)	—	—	8208
Dense (12)	—	—	204