Mathematical Problems in Engineering / 2015 / Article / Tab 8

Research Article

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

Table 8

Errors of different traditional models in August.

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

Observation site 1BPANN0.45950.38567.951.0696
ARIMA0.46570.39898.0539.0358
AFSA-BPANN0.46120.38407.98102.2733
WT-BPANN0.46680.39568.051.0735
WT-ARIMA0.47870.42018.2543.0450
WAFSA-BPANN0.33770.20555.94147.2995

Observation site 2BPANN0.41890.33518.120.4442
ARIMA0.41890.33968.1337.0051
AFSA-BPANN0.41390.32598105.3182
WT-BPANN0.42390.34388.170.9281
WT-ARIMA0.43030.35638.337.1158
WAFSA-BPANN0.30430.18316.07145.4899

Observation site 3BPANN0.46010.38838.262.2823
ARIMA0.46890.39818.4837.7879
AFSA-BPANN0.46000.38508.32102.6349
WT-BPANN0.46650.39288.392.0385
WT-ARIMA0.47270.40448.4840.7267
WAFSA-BPANN0.3407021406.35142.8692