Advances in blast-induced impact prediction—A review of machine learning applications
Rock fragmentation in mining and construction industries is widely achieved using drilling
and blasting technique. The technique remains the most effective and efficient means of …
and blasting technique. The technique remains the most effective and efficient means of …
Prediction of ground vibration induced by blasting operations through the use of the Bayesian Network and random forest models
The present study aims to compare the performance of two machine learning techniques
that can unveil the relationship between the input and target variables and predict the …
that can unveil the relationship between the input and target variables and predict the …
Feasibility of indirect determination of blast induced ground vibration based on support vector machine
M Hasanipanah, M Monjezi, A Shahnazar… - Measurement, 2015 - Elsevier
Mines, quarries, and construction sites face blasting environmental problems due to high
level of ground vibrations. This phenomena can cause injury to both human and damage to …
level of ground vibrations. This phenomena can cause injury to both human and damage to …
[PDF][PDF] Ground vibration prediction in quarry blasting through an artificial neural network optimized by imperialist competitive algorithm
Résumé Ce document présente une nouvelle hybride réseaux de neurones artificiels (ANN)
optimisée par une concurrence impérialiste algorithme (ICA) de prédire aparticules pic de …
optimisée par une concurrence impérialiste algorithme (ICA) de prédire aparticules pic de …
[HTML][HTML] Blast-induced air and ground vibration prediction: a particle swarm optimization-based artificial neural network approach
Mines, quarries, and construction sites face environmental damages due to blasting
environmental impacts such as ground vibration and air overpressure. These phenomena …
environmental impacts such as ground vibration and air overpressure. These phenomena …
[HTML][HTML] Prediction of ground vibration due to quarry blasting based on gene expression programming: a new model for peak particle velocity prediction
R Shirani Faradonbeh, D Jahed Armaghani… - International journal of …, 2016 - Springer
Blasting is a widely used technique for rock fragmentation in opencast mines and tunneling
projects. Ground vibration is one of the most environmental effects produced by blasting …
projects. Ground vibration is one of the most environmental effects produced by blasting …
A combination of feature selection and random forest techniques to solve a problem related to blast-induced ground vibration
In mining and civil engineering applications, a reliable and proper analysis of ground
vibration due to quarry blasting is an extremely important task. While advances in machine …
vibration due to quarry blasting is an extremely important task. While advances in machine …
[HTML][HTML] Feasibility of ANFIS model for prediction of ground vibrations resulting from quarry blasting
One of the most significant environmental issues of blasting operations is ground vibration,
which can cause damage to the surrounding residents and structures. Hence, it is a major …
which can cause damage to the surrounding residents and structures. Hence, it is a major …
An artificial neural network-based mathematical model for the prediction of blast-induced ground vibrations
This paper presents an artificial neural network (ANN) based mathematical model for the
prediction of blast-induced ground vibrations using the data obtained from the literature. A …
prediction of blast-induced ground vibrations using the data obtained from the literature. A …
An uncertainty hybrid model for risk assessment and prediction of blast-induced rock mass fragmentation
Blasting is an important mining operation that usually produce several damaging
consequences. Adverse rock fragmentation due to bench blasting is one of them. Hence …
consequences. Adverse rock fragmentation due to bench blasting is one of them. Hence …