A Multistep Direct and Indirect Strategy for Predicting Wind Direction Based on the EMD-LSTM Model

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">IMF</td><td class="align_center">Correlation coefficient</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">IMF-1</td><td class="align_center">0.138</td></tr><tr><td class="align_left">IMF-2</td><td class="align_center">0.151</td></tr><tr><td class="align_left">IMF-3</td><td class="align_center">0.244</td></tr><tr><td class="align_left">IMF-4</td><td class="align_center">0.264</td></tr><tr><td class="align_left">IMF-5</td><td class="align_center">0.332</td></tr><tr><td class="align_left">IMF-6</td><td class="align_center">0.610</td></tr><tr><td class="align_left">IMF-7</td><td class="align_center">0.531</td></tr><tr><td class="align_left">Residual</td><td class="align_center">0.145</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Correlation coefficient between IMF components and wind speed.</div>

Structural Control and Health Monitoring

tab3

Table 3

Table 3: A Multistep Direct and Indirect Strategy for Predicting Wind Direction Based on the EMD-LSTM Model 