Modeling and Optimization for Piercing Efficiency and Energy Consumption Based on Mean Value Substaged KELM-PLS and GA Method

<div class="floats-full-page floats-full-page-other"><h2>Table 3</h2><div class="floats-full-page-caption">Comparison of the production index after optimization of piercing efficiency and energy consumption.</div><div class="floats-full-page-content"><table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr /></td></tr><tr class="thead"><td align="left" rowspan="2">Method of modeling</td><td align="center" colspan="2">Piercing efficiency </td><td align="center" colspan="2">Piercing energy consumption </td></tr><tr class="thead"><td align="center">Accuracy of model</td><td align="center">Time of modeling</td><td align="center">Accuracy of model</td><td align="center">Time of modeling</td></tr><tr><td class="thead-hr" colspan="5"><hr /></td></tr><tr><td align="left">Mean value substaged KELM-PLS </td><td align="center">92.14</td><td align="center">0.39</td><td align="center">93.14</td><td align="center">0.32</td></tr><tr><td align="left">MICR </td><td align="center">91.12</td><td align="center">0.36</td><td align="center">90.53</td><td align="center">0.30</td></tr><tr><td align="left">MPLS</td><td align="center">90.21</td><td align="center">0.52</td><td align="center">89.56</td><td align="center">0.48</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr" /></td></tr></table></td></tr></table></div></div>

Table 3 | Modeling and Optimization for Piercing Efficiency and Energy Consumption Based on Mean Value Substaged KELM-PLS and GA Method

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Table 3: Modeling and Optimization for Piercing Efficiency and Energy Consumption Based on Mean Value Substaged KELM-PLS and GA Method

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Table 3

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