Support vector regression optimized by black widow optimization algorithm combining with feature selection by MARS for mining blast vibration prediction
G Xu, X Wang - Measurement, 2023 - Elsevier
Ground vibration induced by mine blasting is the most significant adverse effect on nearby
residents and surroundings. Accurate prediction of blasting vibration using limited monitor …
residents and surroundings. Accurate prediction of blasting vibration using limited monitor …
Prediction of ground vibration intensity in mine blasting using the novel hybrid MARS–PSO–MLP model
The present paper's primary goal is to propose a novel hybrid model with high reliability to
predict peak particle velocity (PPV)—a ground vibration evaluation unit in mine blasting …
predict peak particle velocity (PPV)—a ground vibration evaluation unit in mine blasting …
Prediction and optimization of blasting-induced ground vibration in open-pit mines using intelligent algorithms
J Guo, P Zhao, P Li - Applied Sciences, 2023 - mdpi.com
Prediction and parameter optimization are effective methods for mine personnel to control
blast-induced ground vibration. However, the challenge of effective prediction and …
blast-induced ground vibration. However, the challenge of effective prediction and …
Predicting the blast-induced vibration velocity using a bagged support vector regression optimized with firefly algorithm
X Ding, M Hasanipanah, H Nikafshan Rad… - Engineering with …, 2021 - Springer
Ground vibration is the most detrimental effect induced by blasting in surface mines. This
study presents an improved bagged support vector regression (BSVR) combined with the …
study presents an improved bagged support vector regression (BSVR) combined with the …
A new developed approach for the prediction of ground vibration using a hybrid PSO-optimized ANFIS-based model
A Shahnazar, H Nikafshan Rad… - Environmental earth …, 2017 - Springer
Ground vibration is one of the common environmental effects of blasting operation in mining
industry, and it may cause damage to the nearby structures and the surrounding residents …
industry, and it may cause damage to the nearby structures and the surrounding residents …
Evaluation and Prediction of Blast-Induced Ground Vibrations: A Gaussian Process Regression (GPR) Approach
Ground vibration is one of the most hazardous outcomes of blasting. It has a negative impact
both on the environment and the human population near to the blasting area. To evaluate …
both on the environment and the human population near to the blasting area. To evaluate …
Prediction of ground vibration due to mine blasting in a surface lead–zinc mine using machine learning ensemble techniques
Ground vibration due to blasting is identified as a challenging issue in mining and civil
activities. Peak particle velocity (PPV) is one of the blasting undesirable consequences …
activities. Peak particle velocity (PPV) is one of the blasting undesirable consequences …
Predicting blast-induced ground vibration in open-pit mines using vibration sensors and support vector regression-based optimization algorithms
In this study, vibration sensors were used to measure blast-induced ground vibration (PPV).
Different evolutionary algorithms were assessed for predicting PPV, including the particle …
Different evolutionary algorithms were assessed for predicting PPV, including the particle …
Developing an XGBoost model to predict blast-induced peak particle velocity in an open-pit mine: a case study
Ground vibration is one of the most undesirable effects induced by blasting operations in
open-pit mines, and it can cause damage to surrounding structures. Therefore, predicting …
open-pit mines, and it can cause damage to surrounding structures. Therefore, predicting …
Prediction of vibration velocity generated in mine blasting using support vector regression improved by optimization algorithms
H Yang, H Nikafshan Rad, M Hasanipanah… - Natural Resources …, 2020 - Springer
Ground vibration generated from blasting is a detrimental side effect of the use of explosives
to break the rock mass in mines. Therefore, accurately predicting ground vibration is a …
to break the rock mass in mines. Therefore, accurately predicting ground vibration is a …
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