A Novel Clustering Method Combining ART with Yu’s Norm for Fault Diagnosis of Bearings

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Clustering method</td><td class="align_center">Mean (%)</td><td class="align_center">Standard deviation (%)</td><td class="align_center">Confidence interval (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">ART-similarity</td><td class="align_center">98.95</td><td class="align_center">0.54</td><td class="align_center">[97.87, 99.58]</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Statistical performance of ART-similarity clustering method.

Shock and Vibration

tab4

Table 4

Table 4: A Novel Clustering Method Combining ART with Yu’s Norm for Fault Diagnosis of Bearings 