A Classification Algorithm of Fault Modes-Integrated LSSVM and PSO with Parameters’ Optimization of VMD

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr class="thead"><td class="align_left"><i>K</i> value</td><td class="align_center">2</td><td class="align_center">3</td><td class="align_center">4</td><td class="align_center">5</td><td class="align_center">6</td><td class="align_center">7</td><td class="align_center">8</td><td class="align_center">9</td><td class="align_center">10</td></tr><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr><td class="align_left">Norm</td><td class="align_center">0.3525</td><td class="align_center">0.7622</td><td class="align_center">1.3034</td><td class="align_center">2.7008</td><td class="align_center">2.7934</td><td class="align_center">1.6146</td><td class="align_center">16.5533</td><td class="align_center">3.6468</td><td class="align_center">20.5225</td></tr><tr class="table-tr"><td colspan="10"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Euclidean norm for different values of <i>K</i>.</div>

Mathematical Problems in Engineering

tab2

Table 2

Table 2: A Classification Algorithm of Fault Modes-Integrated LSSVM and PSO with Parameters’ Optimization of VMD 