Mathematical Problems in Engineering / 2015 / Article / Tab 10

Research Article

A New Hybrid Model Based on an Intelligent Optimization Algorithm and a Data Denoising Method to Make Wind Speed Predication

Table 10

Comprehensive comparison of the performances of models involved.

ModelMAE (m/s)Improvement (%)MSE (m2/s2)Improvement (%)MAPE (%)Improvement (%)Running time (s)

BPANN0.428424.700.346145.258.752521.281.14
ARIMA0.433025.500.352246.208.7421.1738.0052
AFSA-BPANN0.428924.780.344645.018.818321.87105.9424
WT-BPANN0.428124.640.348245.588.623320.11.4398
WT-ARIMA0.433225.530.357146.938.669120.5239.4098
WAFSA-BPANN0.32260.18956.89146.8031