[HTML][HTML] A comprehensive survey on machine learning applications for drilling and blasting in surface mining

V Munagala, S Thudumu, I Logothetis… - Machine Learning with …, 2024 - Elsevier
Drilling and blasting operations are pivotal for productivity and safety in hard rock surface
mining. These operations are restricted due to complexities such as site-specific …

Performance of statistical and intelligent methods in estimating rock compressive strength

X Zhang, FMA Altalbawy, TAS Gasmalla… - Sustainability, 2023 - mdpi.com
This research was conducted to forecast the uniaxial compressive strength (UCS) of rocks
via the random forest, artificial neural network, Gaussian process regression, support vector …

Application of soft computing, statistical and multi-criteria decision-making methods to develop a predictive equation for prediction of flyrock distance in open-pit …

M Babaeian, F Sereshki, M Ataei, M Nehring… - Mining, 2023 - mdpi.com
Blasting operations in open-pit mines generally have various management strategies
relating to flyrock. There are empirical models for calculating the flyrock distance, but due to …

Measurement and Prediction of Blast-Induced Flyrock Distance Using Unmanned Aerial Vehicles and Metaheuristic-Optimized ANFIS Neural Networks

H Nguyen, N Van Thieu - Natural Resources Research, 2024 - Springer
Flyrock from blasting in open-pit mining is one of the most dangerous occurrences that can
cause accidents to workers, damage to machinery and equipment and even fatalities …

High-Speed Motion Analysis-Based Machine Learning Models for Prediction and Simulation of Flyrock in Surface Mines

R Mishra, AK Mishra, BS Choudhary - Applied Sciences, 2023 - mdpi.com
Blasting is a cost-efficient and effective technique that utilizes explosive chemical energy to
generate the necessary pressure for rock fragmentation in surface mines. However, a …

[PDF][PDF] Machine Learning with Applications

V Munagala, S Thudumu, I Logothetis, S Bhandari… - researchgate.net
Drilling and blasting operations are pivotal for productivity and safety in hard rock surface
mining. These operations are restricted due to complexities such as site-specific …