Mathematical Problems in Engineering / 2015 / Article / Tab 9

Research Article

Research and Application of a New Hybrid Forecasting Model Based on Genetic Algorithm Optimization: A Case Study of Shandong Wind Farm in China

Table 9

Errors comparisons of all forecasting models in site 3.

ModelsMAPE (%)MSE (m2/s2)MAE (m/s)

BP5.7011 0.48480.5421
ARIMA5.2878 0.41840.5066
FAC5.0800 0.35930.4847
EEMD-FAC4.3924 0.27930.4153
EEMD-GA-FAC2.5415 0.12450.2380
SAC5.0617 0.3610 0.4840
EEMD-SAC4.3865 0.2796 0.4159
EEMD-GA-SAC2.1289 0.0905 0.1991