Rolling Bearing Diagnosis Based on Adaptive Probabilistic PCA and the Enhanced Morphological Filter

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Noise reduction-type operations</td><td class="align_center">Feature extraction-type operations</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Dilation</td><td class="align_center">MG (dilation-erosion)</td></tr><tr><td class="align_left">Erosion</td><td class="align_center">WTH (signal-opening)</td></tr><tr><td class="align_left">Opening</td><td class="align_center">BTH (closing-signal)</td></tr><tr><td class="align_left">Closing</td><td class="align_center">PBTH (signal-closing)</td></tr><tr><td class="align_left"><i>F</i><sub>CO</sub> (closing, opening)</td><td class="align_center">DIF (closing-opening)</td></tr><tr><td class="align_left"><i>F</i><sub>OC</sub> (opening, closing)</td><td class="align_center"><i>G</i><sub>CO&amp;OC</sub> (<i>F</i><sub>CO</sub>-<i>F</i><sub>OC</sub>)</td></tr><tr><td class="align_left">AVG (average of closing and opening)</td><td class="align_center">NWTH (opening-signal)</td></tr><tr><td class="align_left">CMF (average of <i>F</i><sub>CO</sub> and <i>F</i><sub>OC</sub>)</td><td class="align_left"> </td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Classification of the morphology operators.</div>

Shock and Vibration

tab1

Table 1

Table 1: Rolling Bearing Diagnosis Based on Adaptive Probabilistic PCA and the Enhanced Morphological Filter 