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Explosive utilization efficiency enhancement: An application of machine learning for powder factor prediction using critical rock characteristics
Maximizing the use of explosives is crucial for optimizing blasting operations, significantly
influencing productivity and cost-effectiveness in mining activities. This work explores the …
influencing productivity and cost-effectiveness in mining activities. This work explores the …
[HTML][HTML] Indirect evaluation of the influence of rock boulders in blasting to the geohazard: Unearthing geologic insights fused with tree seed based LSTM algorithm
Effective control of blasting outcomes depends on a thorough understanding of rock geology
and the integration of geological characteristics with blast design parameters. This study …
and the integration of geological characteristics with blast design parameters. This study …
[HTML][HTML] Machine learning based prediction of flyrock distance in rock blasting: A safe and sustainable mining approach
Flyrock is a significant environmental and safety concern in mining and construction. It arises
from various geological and blast design factors, posing risks to workers, machinery, and …
from various geological and blast design factors, posing risks to workers, machinery, and …
[HTML][HTML] Data-driven machine learning approaches for simultaneous prediction of peak particle velocity and frequency induced by rock blasting in mining
The vibrations generated by rock blasting are a serious and hazardous outcome of these
activities, causing harmful effects on the surrounding environment as well as the nearby …
activities, causing harmful effects on the surrounding environment as well as the nearby …
[HTML][HTML] Deep learning-based estimation of muckpile fragmentation using simulated 3d point cloud data
H Ikeda, T Sato, K Yoshino, H Toriya, H Jang… - Applied Sciences, 2023 - mdpi.com
This research introduces an innovative technique for estimating the particle size distribution
of muckpiles, a determinant significantly affecting the efficiency of mining operations. By …
of muckpiles, a determinant significantly affecting the efficiency of mining operations. By …
Harmonizing blasting efficiency: A case study on evaluation and optimization of fragmentation size and ground vibration
Drilling and blasting techniques persist as the most economically viable approaches for rock
excavation in both surface and underground mining. However, the conventional focus has …
excavation in both surface and underground mining. However, the conventional focus has …
Enhancing downstream operation through run-of-mine crusher selection model: an application of edge detection software and soft computing algorithms
During quarry design, most of the crushers selected at this stage are not appropriate for the
muck-pile size ranges produced after rock fragmentation. Therefore, fragmentation …
muck-pile size ranges produced after rock fragmentation. Therefore, fragmentation …
Practical Guidelines for Utilizing WipFrag Software to Assess Oversize Blast Material Using Both Orthomosaic and Digital Images
BO Taiwo, A Palangio, C Savaliya, J Patel - 2024 - researchsquare.com
Oversize material resulting from blasting presents a notable drawback in the transportation
of run-off-mine material due to increased expenses associated with handling, decreased …
of run-off-mine material due to increased expenses associated with handling, decreased …
[PDF][PDF] Rock Mechanics Bulletin
The vibrations generated by rock blasting are a serious and hazardous outcome of these
activities, causing harmful effects on the surrounding environment as well as the nearby …
activities, causing harmful effects on the surrounding environment as well as the nearby …
[PDF][PDF] Professional Approach for Interpreting Image Analysis: How WipFrag Makes Result Interpretation Easy for Decision-Making
B Taiwo - wipware.com
This article explores the professional approach to interpreting image analysis in the mining
industry, emphasizing how WipFrag simplifies result interpretation to enhance decision …
industry, emphasizing how WipFrag simplifies result interpretation to enhance decision …