Mathematical Problems in Engineering / 2015 / Article / Tab 7

Research Article

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

Table 7

Errors of different traditional models in June.

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

Observation site 1BPANN0.46370.426010.480.8509
ARIMA0.46170.421510.0637.0557
AFSA-BPANN0.47010.426710.91104.7545
WT-BPANN0.46250.427810.051.4735
WT-ARIMA0.46630.431510.0837.9540
WAFSA-BPANN0.33810.20668.14145.9524

Observation site 2BPANN0.44460.37839.991.1537
ARIMA0.44420.37379.7841.4958
AFSA-BPANN0.44430.377010.07108.9195
WT-BPANN0.44500.38499.7673.93
WT-ARIMA0.44620.38599.7842.0491
WAFSA-BPANN0.34410.20848.27143.1720

Observation site 3BPANN0.47160.398711.780.5463
ARIMA0.46710.393011.0936.7596
AFSA-BPANN0.47200.398911.7104.6663
WT-BPANN0.47000.414411.170.7220
WT-ARIMA0.47270.419811.0841.9609
WAFSA-BPANN0.33530.20088.64142.3210