Skip to main content

Table 2 Comparison of errors

From: Time series decomposition model for accurate wind speed forecast

Data duration

Model

MAPE (%)

RMSE (m/s)

1 Month

Persistence

31.63

1.43

 

ARIMA

25.21

1.07

 

BPNN

37.6

1.98

 

TES

23.94

1.47

 

Decomposition

20.15

0.965

2 Months

Persistence

31.63

1.43

 

ARIMA

22.15

0.979

 

BPNN

40.94

1.89

 

TES

26.03

1.772

 

Decomposition

22.03

1.105

4 Months

Persistence

31.63

1.43

 

ARIMA

23.26

1.022

 

BPNN

44.37

1.91

 

TES

28.63

1.35

 

Decomposition

18.24

1.05