Forecasting ground vibration due to rock blasting: a hybrid intelligent approach using support vector regression and fuzzy C-means clustering
Sign Up to like & getrecommendations! Published in 2017 at "Engineering with Computers"
DOI: 10.1007/s00366-017-0546-6
Abstract: Ground vibration due to rock blasting is one of the main concerns in the mining operation and may cause severe damages to nearby structures and population. Therefore, accurate prediction of ground vibration plays an important… read more here.
Keywords: ground; due rock; ground vibration; model ... See more keywords
Proposing of a new soft computing-based model to predict peak particle velocity induced by blasting
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DOI: 10.1007/s00366-018-0578-6
Abstract: Estimation of ground vibration induced by blasting operations is an important task to control the safety issues at the surface mines and civil projects. By reviewing the previous studies, some empirical and soft computing models… read more here.
Keywords: ground; peak particle; induced blasting; ground vibration ... See more keywords
Novel approach to predicting blast-induced ground vibration using Gaussian process regression
Sign Up to like & getrecommendations! Published in 2019 at "Engineering with Computers"
DOI: 10.1007/s00366-018-0686-3
Abstract: 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 ground vibration using 210 blasting events from an… read more here.
Keywords: ground vibration; model; regression; gpr ... See more keywords
An Analytical Study on Blast-Induced Ground Vibration with Gravitational Effect
Sign Up to like & getrecommendations! Published in 2019 at "Soil Mechanics and Foundation Engineering"
DOI: 10.1007/s11204-019-09604-8
Abstract: A theoretical approach is proposed to investigate blast-induced ground vibration by considering the body force. On the basis of the principle of momentum conservation at the wavefronts, we derived the reflected body waves along the… read more here.
Keywords: ground vibration; blast induced; ground; induced ground ... See more keywords
Effect of arc cracks in composite rock strata on ground vibration under SH wave
Sign Up to like & getrecommendations! Published in 2020 at "Arabian Journal of Geosciences"
DOI: 10.1007/s12517-020-06078-z
Abstract: The existence of cracks complicates the scattering wave field in composite rock strata. The cracks not only affect the dynamic features of the site but also influence the displacement amplitude of the ground vibration. Therefore,… read more here.
Keywords: ground; rock strata; ground vibration; composite rock ... See more keywords
Analysis of ground vibration risk on mine infrastructures: integrating fuzzy slack-based measure model and failure effects analysis
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Environmental Science and Technology"
DOI: 10.1007/s13762-018-2008-0
Abstract: Blasting operation is the main unit of ore production in open-pit mining cycle. Detonation energy is mostly released as ground vibration using Rayleigh waves that extensively damage nearby infrastructures within or outside of a mining… read more here.
Keywords: ground vibration; analysis; risk; failure ... See more keywords
Surface-wave attenuation zone of layered periodic structures and feasible application in ground vibration reduction
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DOI: 10.1016/j.conbuildmat.2017.02.153
Abstract: Abstract A layered periodic structure is proposed to construct a periodic wave barrier, which is defined by extended typical cells consisting of two different components. The periodic structure with reasonable design has attenuation zones (AZs)… read more here.
Keywords: layered periodic; surface wave; vibration reduction; periodic structures ... See more keywords
Seismic metamaterial barriers for ground vibration mitigation in railways considering the train-track-soil dynamic interactions
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DOI: 10.1016/j.conbuildmat.2020.119936
Abstract: Abstract With the rapid development of high speed rail system, ground vibration mitigation solutions are desperately needed. Based on the concepts of phononic crystals, seismic metamaterial, which is a novel vibration mitigation method, can theoretically… read more here.
Keywords: vibration; mitigation; ground vibration; vibration mitigation ... See more keywords
Investigating ground vibration induced by moving train loads on unsaturated ground using 2.5D FEM
Sign Up to like & getrecommendations! Published in 2019 at "Soil Dynamics and Earthquake Engineering"
DOI: 10.1016/j.soildyn.2019.05.034
Abstract: Abstract A two-and-a-half-dimensional finite element method (2.5D FEM) is applied to investigate the dynamic response of an unsaturated ground subjected to moving loads caused by high-speed train. The partial differential equations of unsaturated porous medium… read more here.
Keywords: speed; ground; water; train ... See more keywords
New Technique for Ground Vibration Mitigation by Horizontally Buried Hollow Pipes
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Geomechanics"
DOI: 10.1061/(asce)gm.1943-5622.0002077
Abstract: Abstract Mitigating the ground vibration initiated by the passage of trains to safeguard the surrounding structures is a challenge for geotechnical engineers. Among various existing methods, open t... read more here.
Keywords: ground; new technique; ground vibration; technique ground ... See more keywords
Deep Learning-Based Ground Vibration Monitoring: Reinforcement Learning and RNN–CNN Approach
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3067974
Abstract: This letter studies deep learning-based efficient ground vibration monitoring systems. In this work, artificial intelligence (AI) techniques are adopted to effectively deal with practical issues of data collection and classification. Specifically, we develop a novel… read more here.
Keywords: ground vibration; vibration monitoring; cnn; ground ... See more keywords