Systematic review of machine learning applications in mining: Exploration, exploitation, and reclamation
D Jung, Y Choi - Minerals, 2021 - mdpi.com
Recent developments in smart mining technology have enabled the production, collection,
and sharing of a large amount of data in real time. Therefore, research employing machine …
and sharing of a large amount of data in real time. Therefore, research employing machine …
State-of-the-art review of machine learning and optimization algorithms applications in environmental effects of blasting
The technological difficulties related with blasting operations have become increasingly
significant. It is crucial to give due consideration to the evaluation of rock fragmentation and …
significant. It is crucial to give due consideration to the evaluation of rock fragmentation and …
A hybrid metaheuristic approach using random forest and particle swarm optimization to study and evaluate backbreak in open-pit blasting
Backbreak is a rock fracture problem that exceeds the limits of the last row of holes in an
explosion operation. Excessive backbreak increases operational costs and also poses a …
explosion operation. Excessive backbreak increases operational costs and also poses a …
Six novel hybrid extreme learning machine–swarm intelligence optimization (ELM–SIO) models for predicting backbreak in open-pit blasting
Backbreak (BB) is one of the serious adverse blasting consequences in open-pit mines,
because it frequently reduces economic benefits and seriously affects the safety of mines …
because it frequently reduces economic benefits and seriously affects the safety of mines …
Several tree-based solutions for predicting flyrock distance due to mine blasting
Blasting operations involve some undesirable environmental issues that may cause damage
to equipment and surrounding areas. One of them, and probably the most important one, is …
to equipment and surrounding areas. One of them, and probably the most important one, is …
An ANN-Fuzzy Cognitive Map-Based Z-Number Theory to Predict Flyrock Induced by Blasting in Open-Pit Mines
Blasting is widely employed as an accepted mechanism for rock breakage in mining and
civil activities. As an environmental side effect of blasting, flyrock should be investigated …
civil activities. As an environmental side effect of blasting, flyrock should be investigated …
Prediction of air-overpressure caused by mine blasting using a new hybrid PSO–SVR model
M Hasanipanah, A Shahnazar… - Engineering with …, 2017 - Springer
The aim of the present study is to predict air-overpressure (AOp) resulting from blasting
operations in the Shur river dam, Iran. AOp is considered as one of the most detrimental side …
operations in the Shur river dam, Iran. AOp is considered as one of the most detrimental side …
Performance of hybrid SCA-RF and HHO-RF models for predicting backbreak in open-pit mine blasting operations
Backbreak is an adverse phenomenon in blasting operation, which can cause, among
others, mine walls instability, falling down of machinery, drilling efficiency reduction and …
others, mine walls instability, falling down of machinery, drilling efficiency reduction and …
Effective assessment of blast-induced ground vibration using an optimized random forest model based on a Harris hawks optimization algorithm
Most mines choose the drilling and blasting method which has the characteristics of being a
cheap and efficient method to fragment rock mass, but blast-induced ground vibration …
cheap and efficient method to fragment rock mass, but blast-induced ground vibration …
An optimized ANN model based on genetic algorithm for predicting rip** production
Due to the environmental constraints and the limitations on blasting, rip** as a ground
loosening and breaking method has become more popular in both mining and civil …
loosening and breaking method has become more popular in both mining and civil …