Mathematical Problems in Engineering / 2015 / Article / Tab 2

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 2

Errors comparisons of four traditional models.

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

Observation
site 1
BP6.06430.58080.5432
ARIMA6.14970.58140.5588
FAC4.66030.66680.4562
SAC5.33170.75950.5356

Observation
site 2
BP5.88620.40060.5245
ARIMA5.82020.41350.5280
FAC6.26110.41500.5758
SAC6.44360.43390.5927

Observation
site 3
BP5.7011 0.48480.5421
ARIMA5.2878 0.41840.5066
FAC5.0800 0.35930.4847
SAC5.0617 0.3610 0.4840