Fault Detection of Wind Turbine Pitch System Based on Multiclass Optimal Margin Distribution Machine

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Model</td><td class="align_center">Accuracy</td><td class="align_center">Precision</td></tr><tr><td class="align_left">mcODM</td><td class="align_center"><b>92.07% (±0.0214)</b></td><td class="align_center"><b>90.26% (±0.0426)</b></td></tr><tr><td class="align_left">ovrSVM</td><td class="align_center">89.94% (±0.0186)</td><td class="align_center">88.75% (±0.0329)</td></tr><tr><td class="align_left">ovoSVM</td><td class="align_center">86.44% (±0.0621)</td><td class="align_center">86.16% (±0.0084)</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of fault detection performance at overtemperature of servo drive of pitch blade 1.</div>

Mathematical Problems in Engineering

tab7

Table 7

Table 7: Fault Detection of Wind Turbine Pitch System Based on Multiclass Optimal Margin Distribution Machine 