Short-Time Wind Speed Forecast Using Artificial Learning-Based Algorithms

Table 6

Optimized internal parameters for the forecasting methods.

Method	Sets of parameters
LSTM	5 min: 17 hidden neurons
	30 min: 20 hidden neurons
	1 hour: 8 hidden neurons
CNN	5 min: 15 hidden neurons
	30 min: 5 hidden neurons
	1 hour: 15 hidden neurons
ConvLSTM	5 min: 15 hidden neurons
	30 min: 8 hidden neurons
	1 hour: 20 hidden neurons
ANN	5 min: 15 hidden neurons
	30 min: 15 hidden neurons
	1 hour: 20 hidden neurons
SVR	5 min: C = 7, ε = 0.1, γ = 0.2.
	30 min: C = 1, ε = 0.25, γ = 0.15.
	1 hour: C = 1, ε = 0.1, γ = 0.05.