Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes

<table class="table-group" id="tab19"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Class</td><td class="align_center">Wilcoxon result</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">P1</td><td class="align_center">—</td></tr><tr><td class="align_left">P2</td><td class="align_center">—</td></tr><tr><td class="align_left">P3</td><td class="align_center">—</td></tr><tr><td class="align_left">P4</td><td class="align_center">Λ4</td></tr><tr><td class="align_left">P5</td><td class="align_center">Λ5</td></tr><tr><td class="align_left">P6</td><td class="align_center">Λ6</td></tr><tr><td class="align_left">P7</td><td class="align_center">Λ7</td></tr><tr><td class="align_left">P8</td><td class="align_center">Λ8</td></tr><tr><td class="align_left">P9</td><td class="align_center">—</td></tr><tr><td class="align_left">P10</td><td class="align_center">Λ1</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Computational Intelligence and Neuroscience

tab19

Table 19

Table 19: Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes 