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Application of artificial intelligence in geotechnical engineering: A state-of-the-art review
Geotechnical engineering deals with soils and rocks and their use in engineering
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …
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 …
[HTML][HTML] Application of artificial intelligence to rock mechanics: An overview
AI Lawal, S Kwon - Journal of Rock Mechanics and Geotechnical …, 2021 - Elsevier
Different artificial intelligence (AI) methods have been applied to various aspects of rock
mechanics, but the fact that none of these methods have been used as a standard implies …
mechanics, but the fact that none of these methods have been used as a standard implies …
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 …
Modeling and optimization of tool vibration and surface roughness in boring of steel using RSM, ANN and SVM
K Venkata Rao, P Murthy - Journal of intelligent manufacturing, 2018 - Springer
In this paper, statistical models were developed to investigate effect of cutting parameters on
surface roughness and root mean square of work piece vibration in boring of stainless steel …
surface roughness and root mean square of work piece vibration in boring of stainless steel …
[HTML][HTML] 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 …
Novel approach to predicting blast-induced ground vibration using Gaussian process regression
An attempt has been made to propose a novel prediction model based on the Gaussian
process regression (GPR) approach. The proposed GPR was used to predict blast-induced …
process regression (GPR) approach. The proposed GPR was used to predict blast-induced …
Multivariate Adaptive Regression Splines (MARS) approach to blast-induced ground vibration prediction
Modelling and prediction of blast-induced ground vibration is a significant aspect of mining
and civil engineering operations, as ground vibration has dire consequences on both the …
and civil engineering operations, as ground vibration has dire consequences on both the …
[HTML][HTML] Advances in blast-induced impact prediction—A review of machine learning applications
Rock fragmentation in mining and construction industries is widely achieved using drilling
and blasting technique. The technique remains the most effective and efficient means of …
and blasting technique. The technique remains the most effective and efficient means of …
A hybrid artificial bee colony algorithm and support vector machine for predicting blast-induced ground vibration
Because nearby construction has harmful effects, precisely predicting blast-induced ground
vibration is critical. In this paper, a hybrid artificial bee colony (ABC) and support vector …
vibration is critical. In this paper, a hybrid artificial bee colony (ABC) and support vector …