A chaos recurrent ANFIS optimized by PSO to predict ground vibration generated in rock blasting

W Zhu, HN Rad, M Hasanipanah - Applied Soft Computing, 2021 - Elsevier
The use of explosives is a common and economical method to fragment and/or displace
hard rocks in tunnels and surface and underground mines. Ground vibration, as a side …

Prediction of back break in blasting using random decision trees

S Kumar, AK Mishra, BS Choudhary - Engineering with Computers, 2022 - Springer
Back break is an unsolicited phenomenon caused due to rock condition, blast geometry,
explosive and initiation system in mines. It does not help in creating a smooth high wall and …

Predicting blast-induced ground vibration in open-pit mines using different nature-inspired optimization algorithms and deep neural network

H Nguyen, XN Bui, QH Tran, DA Nguyen… - Natural resources …, 2021 - Springer
Blast-induced ground vibration (GV) is a hazardous phenomenon in open-pit mines, and it
has unquestionable effects, such as slope instability, deformation of structures, and …

A hybrid model for back-break prediction using XGBoost machine learning and metaheuristic algorithms in Chadormalu iron mine

Z Nabavi, M Mirzehi, H Dehghani… - Journal of Mining and …, 2023 - jme.shahroodut.ac.ir
Back-break is one of the adverse effects of blasting, which results in unstable mine walls,
high duration, falling machinery, and inappropriate fragmentation. Thus, the economic …

[PDF][PDF] Novel Soft Computing Model for Predicting Blast-Induced Ground Vibration in Open-Pit Mines Based on the Bagging and Sibling of Extra Trees Models.

QH Tran, H Nguyen, XN Bui - CMES-Computer Modeling in …, 2023 - cdn.techscience.cn
This study considered and predicted blast-induced ground vibration (PPV) in open-pit mines
using bagging and sibling techniques under the rigorous combination of machine learning …

Evaluation of optimum burden for the excavation of narrow vein ore deposits using numerical simulation

AK Vishwakarma, VK Himanshu, K Dey - Rock Mechanics and Rock …, 2024 - Springer
Burden is one of the major influencing blast design parameters which should be optimised
for the extraction of narrow vein ore bodies. Numerical simulation-based approach has been …

Influence of ring blasting pattern on the safety of nearby underground structures

MP Roy, VK Himanshu, AP Kaushik, PK Singh - Sādhanā, 2022 - Springer
Longhole stoping is a productive exploitation technique for underground metalliferous
deposits. The method consists of deep-hole blasting with increased explosive charges to …

Prediction of fly-rock during boulder blasting on infrastructure slopes using CART technique

NK Bhagat, A Rana, AK Mishra, MM Singh… - … , Natural Hazards and …, 2021 - Taylor & Francis
Boulder blasting is a different process from conventional bench blasting. Fly-rock produced
in boulder blasting is a major safety concern due to the presence of 360° free-face which …

Prediction of ground vibration induced due to single hole blast using explicit dynamics

S Kumar, AK Mishra, BS Choudhary, RK Sinha… - Mining, Metallurgy & …, 2020 - Springer
There are several methods (empirical, statistical, and machine learning tools) to calculate
blast-induced ground vibration. Still, due to complications in the blasting procedure, under …

Development of ANN-based universal predictor for prediction of blast-induced vibration indicators and its performance comparison with existing empirical models

AK Gorai, VK Himanshu, C Santi - Mining, Metallurgy & Exploration, 2021 - Springer
Air overpressure (AOp) and peak particle velocity (PPV) are the most undesirable effects of
blasting in mines. It is an urgent need to design a predictor model for AOp and PPV for …