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

<table class="table-group" id="tab22"><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">0.5837</td><td class="align_center">-0.5305</td><td class="align_center">0.6147</td></tr><tr><td class="align_left">X2</td><td class="align_center">0.6117</td><td class="align_center">-0.2105</td><td class="align_center">-0.7625</td></tr><tr><td class="align_left">X3</td><td class="align_center">0.5339</td><td class="align_center">0.8211</td><td class="align_center">0.2017</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Normalized eigenvectors of construction factor index.</div>

Geofluids

tab22

Table 22

Table 22: Intelligent Control of Smooth Blasting Quality in Rock Tunnels Using BP-ANN, ENN, and ANFIS 