Intelligent Turning Tool Monitoring with Neural Network Adaptive Learning

<table class="fixed-width table-group" id="tab6"><tr><td><table class="table"><colgroup><col style="width:10.51em"/><col style="width:3.64em"/><col style="width:4.31em"/><col style="width:3.83em"/><col style="width:4.18em"/><col style="width:5.09em"/><col style="width:5.21em"/><col style="width:4.54em"/><col style="width:4.35em"/><col style="width:4.54em"/></colgroup><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr class="thead"><td class="align_left">No.</td><td class="align_center">A8</td><td class="align_center">D8</td><td class="align_center">D7</td><td class="align_center">D6</td><td class="align_center">D5</td><td class="align_center">D4</td><td class="align_center">D3</td><td class="align_center">D2</td><td class="align_center">D1</td></tr><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr><td class="align_left">Frequency band (KHz)</td><td class="align_center">0-1.95</td><td class="align_center">1.95-3.9</td><td class="align_center">3.9-7.8</td><td class="align_center">7.8-15.6</td><td class="align_center">15.6-31.25</td><td class="align_center">31.25-62.5</td><td class="align_center">62.5-125</td><td class="align_center">125-250</td><td class="align_center">250-500</td></tr><tr class="table-tr"><td colspan="10"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Frequency bands of AE signal after eight levels of multiresolution decompositions.</div>

Complexity

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Table 6

Table 6: Intelligent Turning Tool Monitoring with Neural Network Adaptive Learning 