Power Generation Prediction Method of Offshore Wind Turbines Based on Cascaded Deep Learning

Table 1

Model parameters of the stacked noise reduction automatic encoder.

Network type	Parameter
Activation function	Sigmoid function
Batch size	100
Noise rate	0.2
Number of training iterations layer by layer	50
Layer by layer training learning rate	0.1