Novel Method in Induction Heating for Complex Steel Plate Deformation Based on Artificial Neural Network

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">No</td><td class="align_center">Material</td><td class="align_center">AH32 mild steel</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left" rowspan="4">Induction parameter</td><td class="align_center">Input power</td><td class="align_center">40 kW, 45 kHz</td></tr><tr><td class="align_center">Current</td><td class="align_center">3750A</td></tr><tr><td class="align_center">Inductor treated velocity</td><td class="align_center">5 mm per second</td></tr><tr><td class="align_center">Critical temperature</td><td class="align_center">≥723<sup>o</sup>C</td></tr><tr><td class="align_left" colspan="3"><hr/></td></tr><tr><td class="align_left" rowspan="2">Experiment 1</td><td class="align_center" rowspan="2">Wavy shape induction thermo-bending with multiple diagonal heating regions</td><td class="align_center">500 × 500 × 20 (mm)</td></tr><tr><td class="align_center">500 × 400 × 10 (mm)</td></tr><tr><td class="align_left" colspan="3"><hr/></td></tr><tr><td class="align_left">Experiment 2</td><td class="align_center">Require curvature of thick plate with surface heating regions</td><td class="align_center">500 × 500 × 30 (mm)</td></tr><tr><td class="align_left">Experiment 3</td><td class="align_center">Saddle plate induction thermo-bending with circular heating regions</td><td class="align_center">500 × 500 × 10 (mm)</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Induction parameter for experiment and analysis and estimating form by ANN and experiment.</div>

Complexity

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Table 1

Table 1: Novel Method in Induction Heating for Complex Steel Plate Deformation Based on Artificial Neural Network 