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 |