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

<table class="table-group" id="tab20"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">No.</td><td class="align_center">Eigenvalue</td><td class="align_center">Percentage (%)</td><td class="align_center">Cumulative percentage (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">1</td><td class="align_center">1.8929</td><td class="align_center">63.09</td><td class="align_center">63.09</td></tr><tr><td class="align_left">2</td><td class="align_center">0.7565</td><td class="align_center">25.21</td><td class="align_center">88.31</td></tr><tr><td class="align_left">3</td><td class="align_center">0.3506</td><td class="align_center">11.68</td><td class="align_center">100</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Eigenvalues of tunnel parameter index.</div>

Geofluids

tab20

Table 20

Table 20: Intelligent Control of Smooth Blasting Quality in Rock Tunnels Using BP-ANN, ENN, and ANFIS 