Intelligent Control of Smooth Blasting Quality in Rock Tunnels Using BP-ANN, ENN, and ANFIS

<table class="table-group" id="tab13"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Control index</td><td class="align_center">Control index 1</td><td class="align_center">Control index 2</td><td class="align_center">Control index 3</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">X1</td><td class="align_center">0.2076</td><td class="align_center">0.9061</td><td class="align_center">0.3687</td></tr><tr><td class="align_left">X2</td><td class="align_center">0.6577</td><td class="align_center">-0.4083</td><td class="align_center">0.6331</td></tr><tr><td class="align_left">X3</td><td class="align_center">-0.7241</td><td class="align_center">-0.1111</td><td class="align_center">0.6806</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Normalized eigenvectors of charge parameter index.</div>

Geofluids

tab13

Table 13

Table 13: Intelligent Control of Smooth Blasting Quality in Rock Tunnels Using BP-ANN, ENN, and ANFIS 