Robust Optimization of Industrial Process Operation Parameters Based on Data-Driven Model and Parameter Fluctuation Analysis

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr class="thead"><td class="align_left">Parameters</td><td class="align_center">TN</td><td class="align_center">FN</td><td class="align_center">CN</td><td class="align_center">AN</td><td class="align_center">PN</td><td class="align_center">PC</td><td class="align_center">PA</td><td class="align_center">PP</td><td class="align_center">TD</td></tr><tr><td class="thead-hr" colspan="10"><hr/></td></tr><tr><td class="align_left">Upper limit</td><td class="align_center">26.0</td><td class="align_center">467</td><td class="align_center">1.12</td><td class="align_center">6.17</td><td class="align_center">1.99</td><td class="align_center">1.99</td><td class="align_center">1.98</td><td class="align_center">2.16</td><td class="align_center">77</td></tr><tr><td class="align_left">Lower limit</td><td class="align_center">31.3</td><td class="align_center">553</td><td class="align_center">1.17</td><td class="align_center">6.39</td><td class="align_center">2.01</td><td class="align_center">2.01</td><td class="align_center">2.01</td><td class="align_center">3.00</td><td class="align_center">83</td></tr><tr class="table-tr"><td colspan="10"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Ranges of operation parameters.</div>

Mathematical Problems in Engineering

tab3

Table 3

Table 3: Robust Optimization of Industrial Process Operation Parameters Based on Data-Driven Model and Parameter Fluctuation Analysis 