Research Article

Prediction of Peak Velocity of Blasting Vibration Based on Artificial Neural Network Optimized by Dimensionality Reduction of FA-MIV

Table 3

Range of factors extracted according to FA.

Fac no.Practical significanceMinMaxMean

Fac1-1spatial distance in blasting-473.39161.81-103.3037
Fac1-2the charge900.577214.683317.1492
Fac1-3related to the principle of
minimum resistance line
168.91634.79316.3706
Fac1-4the integrity coefficient-92.211311.15447.2407
Fac1-5angel of minimum resistance line to measured point-583.09-154.16-349.2670
Fac1-6detonation velocity2774.224673.303612.1705