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

Table 4

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
𝑊HI1(kWh)	11137	11104	9918	9743	43627	42695	186	90
𝑊HI2(kWh)	11477	11452	10358	10138	44491	43017	168	205
𝑊HI3(kWh)	11220	11213	10123	9895	43589	41752	216	251