Comparison and Optimization of Neural Networks and Network Ensembles for Gap Filling of Wind Energy Data

Table 9

Descriptive statistics of the measured MES time series and the time series modeled by the best artificial neural network ANN calculated over all available daily values.

Target variable	Average		Standard deviation		Maximum		Minimum
	Measured	ANN	Measured	ANN	Measured	ANN	Measured	ANN
𝑊SU1(kWh)	3980	3995	3402	3296	17188	15327	363	264
𝑊SU2(kWh)	3582	3637	3229	3327	16103	15234	300	229
𝑊SU3(kWh)	3631	3619	3215	3062	16247	15560	287	592