预测方法

MAE/(m/s)

RMSE/(m/s)

MAPE/%

SMAPE/%

SVR

4.05780

6.38982

63.9570

45.1653

VMD-SVR

2.87113

3.99052

59.6464

34.8798

PSO-SVR

3.00046

4.22734

53.8441

37.3864

VMD-PSO-SVR

2.63615

3.62138

50.3620

32.6804

本文模型

2.51087

3.30585

26.7863

27.4307