Mathematical Problems in Engineering / 2015 / Article / Tab 9

Research Article

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

Table 9

Errors of different traditional models in October.

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

Observation site 1BPANN0.38240.27687.20.5651
ARIMA0.38270.27667.1832.6927
AFSA-BPANN0.38270.27527.22110.4872
WT-BPANN0.38980.29547.250.6419
WT-ARIMA0.39300.30197.2735.1270
WAFSA-BPANN0.29630.15035.79151.7133

Observation site 2BPANN0.41410.32068.050.8032
ARIMA0.41220.32577.8933.0404
AFSA-BPANN0.41570.32388.11109.5214
WT-BPANN0.42740.35118.110.8312
WT-ARIMA0.43010.35268.1635.2028
WAFSA-BPANN0.31640.19836.34147.8061

Observation site 3BPANN0.41560.32458.750.5211
ARIMA0.41480.32428.8535.9502
AFSA-BPANN0.40850.31328.78105.3837
WT-BPANN0.41670.32888.90.5227
WT-ARIMA0.42970.35049.1536.1737
WAFSA-BPANN0.33560.21737.45142.9675