Estimating air over-pressure resulting from blasting in quarries based on a novel ensemble model (GLMNETs–MLPNN)
In this study, a coupling of generalized linear modeling (GLMNET) and nonlinear neural
network modeling with multilayer perceptrons (MLPNN), called GLMNETs–MLPNN …
network modeling with multilayer perceptrons (MLPNN), called GLMNETs–MLPNN …
A novel solution for simulating air overpressure resulting from blasting using an efficient cascaded forward neural network
J Zeng, M Jamei, M Nait Amar, M Hasanipanah… - Engineering with …, 2022 - Springer
Air overpressure (AOp) is a hazardous effect induced by the blasting method in surface
mines. Therefore, it needs to be predicted to reduce the potential risk of damage. The aim of …
mines. Therefore, it needs to be predicted to reduce the potential risk of damage. The aim of …
Application of tree-based predictive models to forecast air overpressure induced by mine blasting
B Ramesh Murlidhar, B Yazdani Bejarbaneh… - Natural Resources …, 2021 - Springer
In surface mines and underground excavations, every blasting operation can have some
destructive environmental impacts, among which air overpressure (AOp) is of major …
destructive environmental impacts, among which air overpressure (AOp) is of major …
Enhanced Prediction Model for Blast-Induced Air Over-Pressure in Open-Pit Mines Using Data Enrichment and Random Walk-Based Grey Wolf Optimization–Two …
In this study, two innovative techniques were introduced, including data enrichment and
optimization, with the aim of significantly improving the accuracy of air over-pressure (AOP) …
optimization, with the aim of significantly improving the accuracy of air over-pressure (AOP) …
Application of reliability-based back-propagation causality-weighted neural networks to estimate air-overpressure due to mine blasting
In the present study, the air-overpressure (AOp) due to mine blasting is predicted using an
uncertainty intelligence method based on the Z-number reliability and fuzzy cognitive map …
uncertainty intelligence method based on the Z-number reliability and fuzzy cognitive map …
A lasso and elastic-net regularized generalized linear model for predicting blast-induced air over-pressure in open-pit mines
Air overpressure (AOp) is one of the products of blasting operations in open-pit mines which
have a great impact on the environment and public health. It can be dangerous for the lungs …
have a great impact on the environment and public health. It can be dangerous for the lungs …
Hybridization of parametric and non-parametric techniques to predict air over-pressure induced by quarry blasting
X Zhou, DJ Armaghani, J Ye, M Khari… - Natural Resources …, 2021 - Springer
This study employed a hybridization approach that combines parametric and non-parametric
models to predict air over-pressure (AOp) associated with quarry blasting. A simple linear …
models to predict air over-pressure (AOp) associated with quarry blasting. A simple linear …
A combination of expert-based system and advanced decision-tree algorithms to predict air-overpressure resulting from quarry blasting
Z He, DJ Armaghani, M Masoumnezhad… - Natural Resources …, 2021 - Springer
This study combined a fuzzy Delphi method (FDM) and two advanced decision-tree
algorithms to predict air-overpressure (AOp) caused by mine blasting. The FDM was used …
algorithms to predict air-overpressure (AOp) caused by mine blasting. The FDM was used …
Prediction of blast-induced air over-pressure in open-pit mine: assessment of different artificial intelligence techniques
Air over-pressure (AOp) is one of the products of blasting operations for rock fragmentation
in open-pit mines. It can cause structural vibration, smash glass doors, adversely affect the …
in open-pit mines. It can cause structural vibration, smash glass doors, adversely affect the …
A comparative study of artificial neural networks in predicting blast-induced air-blast overpressure at Deo Nai open-pit coal mine, Vietnam
Air-blast overpressure (AOp) is one of the undesirable effects caused by blasting operations
in open-pit mines. This side effect of blasting can seriously undermine surrounding …
in open-pit mines. This side effect of blasting can seriously undermine surrounding …