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.

ā€‰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