Rockburst Prediction Based on the KPCA-APSO-SVM Model and Its Engineering Application

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Core principal component</td><td class="align_center">Cumulative contribution rate (%)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">KPC1</td><td class="align_center">23.91</td></tr><tr><td class="align_left">KPC2</td><td class="align_center">45.99</td></tr><tr><td class="align_left">KPC3</td><td class="align_center">65.92</td></tr><tr><td class="align_left">KPC4</td><td class="align_center">75.99</td></tr><tr><td class="align_left">KPC5</td><td class="align_center">81.08</td></tr><tr><td class="align_left">KPC6</td><td class="align_center">85.86</td></tr><tr><td class="align_left">KPC7</td><td class="align_center">89.12</td></tr><tr><td class="align_left">KPC8</td><td class="align_center">92.01</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Cumulative contribution rate of KPC.</div>

Shock and Vibration

tab4

Table 4

Table 4: Rockburst Prediction Based on the KPCA-APSO-SVM Model and Its Engineering Application 