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

Table 2

Comparison results of different methods of offshore wind turbine generating power prediction errors.

Training set	The proposed method (s)		The method of Peng et al. [6] (s)		The method of Sun et al. [7] (s)
	RMSE (%)	MAE (%)	RMSE (%)	MAE (%)	RMSE (%)	MAE (%)
200	3.34	5.98	8.76	9.89	6.76	7.88
400	5.18	8.87	12.8	15.4	9.24	12.7
600	8.97	15.7	19.6	19.7	13.6	18.2
800	10.2	19.8	26.9	24.6	16.3	22.8
1000	13.3	26.9	31.5	31.9	17.8	29.5