Research Article

A Hybrid Method for Ultrashort-Term Wind Power Prediction considering Meteorological Features and Seasonal Information

Table 1

Dates for forecasting model in all seasons.

 SeasonTraining setValidation setTest set

1Summer1 June to 10 Aug. 201711 Aug. to 20 Aug. 201721 Aug. to 31 Aug. 2017

2Winter1 Dec. 2017 to 7 Feb. 20188 Feb. to 17 Feb. 201818 Feb. to 27 Feb. 2018

3Spring and Autumn15 Feb. to 10 May 2017
1 Sept. to 31 Oct. 2017
11 May to 20 May 2017
1 Nov. to 10 Nov. 2017
21 May to 31 May 2017
11 Nov. to 20 Nov. 2017