Proposing of a new soft computing-based model to predict peak particle velocity induced by blasting
Sign Up to like & getrecommendations! Published in 2018 at "Engineering with Computers"
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
Developing an XGBoost model to predict blast-induced peak particle velocity in an open-pit mine: a case study
Sign Up to like & getrecommendations! Published in 2019 at "Acta Geophysica"
DOI: 10.1007/s11600-019-00268-4
Abstract: 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 ground vibration is important to reduce the environmental effects… read more here.
Keywords: pit; open pit; peak particle; xgboost model ... See more keywords
Prediction of peak particle velocity using hybrid random forest approach
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DOI: 10.1038/s41598-024-81218-z
Abstract: Blasting excavation is widely used in mining, tunneling and construction industries, but it leads to produce ground vibration which can seriously damage the urban communities. The peak particle velocity (PPV) is one of main indicators… read more here.
Keywords: peak particle; particle velocity; random forest; ground vibration ... See more keywords