Assessment of the ground vibration during blasting in mining projects using different computational approaches
The investigation compares the conventional, advanced machine, deep, and hybrid learning
models to introduce an optimum computational model to assess the ground vibrations …
models to introduce an optimum computational model to assess the ground vibrations …
Comparison of intelligence science techniques and empirical methods for prediction of blasting vibrations
Masjed-Soleiman dam is one of the national projects in Iran, having the most complexity and
a lot of underground excavations in its scale. The damage of blast induced vibrations in the …
a lot of underground excavations in its scale. The damage of blast induced vibrations in the …
[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 …
Development of an optimized regression model to predict blast-driven ground vibrations
SSR Moustafa, MS Abdalzaher, MH Yassien… - IEEE …, 2021 - ieeexplore.ieee.org
Ground vibrations caused by blasting operations in cement canisters is among the main
mining issues that cause significant disruptions to nearby buildings and infrastructure. This …
mining issues that cause significant disruptions to nearby buildings and infrastructure. This …
[HTML][HTML] Intelligent prediction of blasting-induced ground vibration using ANFIS optimized by GA and PSO
Ground vibration induced by rock blasting is one of the most crucial problems in surface
mines and tunneling projects. Hence, accurate prediction of ground vibration is an important …
mines and tunneling projects. Hence, accurate prediction of ground vibration is an important …
[HTML][HTML] Predicting the blast-induced vibration velocity using a bagged support vector regression optimized with firefly algorithm
X Ding, M Hasanipanah, H Nikafshan Rad… - Engineering with …, 2021 - Springer
Ground vibration is the most detrimental effect induced by blasting in surface mines. This
study presents an improved bagged support vector regression (BSVR) combined with the …
study presents an improved bagged support vector regression (BSVR) combined with the …
[HTML][HTML] A comparison of advanced computational models and experimental techniques in predicting blast-induced ground vibration in open-pit coal mine
Green mining is an essential requirement for the development of the mining industry. Of the
operations in mining technology, blasting is one of the operations that significantly affect the …
operations in mining technology, blasting is one of the operations that significantly affect the …
[HTML][HTML] Novel soft computing model for predicting blast-induced ground vibration in open-pit mines based on particle swarm optimization and XGBoost
X Zhang, H Nguyen, XN Bui, QH Tran… - Natural Resources …, 2020 - Springer
Blasting is a useful technique for rocks fragmentation in open-pit mines, underground mines,
as well as for civil engineering work. However, the negative impacts of blasting, especially …
as well as for civil engineering work. However, the negative impacts of blasting, especially …
[HTML][HTML] Prediction of blast-induced ground vibration in an open-pit mine by a novel hybrid model based on clustering and artificial neural network
H Nguyen, C Drebenstedt, XN Bui, DT Bui - Natural Resources Research, 2020 - Springer
Ground vibration (PPV) is one of the hazard effects induced by blasting operations in open-
pit mines, which can affect the surrounding structures, particularly the stability of benches …
pit mines, which can affect the surrounding structures, particularly the stability of benches …
Predicting blast-induced ground vibration in open-pit mines using vibration sensors and support vector regression-based optimization algorithms
In this study, vibration sensors were used to measure blast-induced ground vibration (PPV).
Different evolutionary algorithms were assessed for predicting PPV, including the particle …
Different evolutionary algorithms were assessed for predicting PPV, including the particle …