Feasibility of indirect determination of blast induced ground vibration based on support vector machine

作者: Mahdi Hasanipanah , Masoud Monjezi , Azam Shahnazar , Danial Jahed Armaghani , Alireza Farazmand

DOI: 10.1016/J.MEASUREMENT.2015.07.019

关键词:

摘要: Mines, quarries, and construction sites face blasting environmental problems due to high level of ground vibrations. This phenomena can cause injury to both human and damage to structures in the blasting environment. To estimate ground vibration, several empirical predictors have been established by various researchers, while these predictors are not commonly enforceable beyond the particular conditions. However, ground vibration prediction is a complicated issue in consequence of the fact that a large number of influential …

参考文章(39)
Sushil Bhandari, Engineering rock blasting operations A.A. Balkema. ,(1997)
Ulf Langefors, Bjorn Kihlström, The modern technique of rock blasting ,(1978)
Marta García-Sanchez, Ramón Huerta, Design parameters of the fan-out phase of sensory systems. Journal of Computational Neuroscience. ,vol. 15, pp. 5- 17 ,(2003) , 10.1023/A:1024460700856
M. Monjezi, M. Ghafurikalajahi, A. Bahrami, Prediction of blast-induced ground vibration using artificial neural networks Tunnelling and Underground Space Technology. ,vol. 26, pp. 46- 50 ,(2011) , 10.1016/J.TUST.2010.05.002
Manoj Khandelwal, D. Lalit Kumar, Mohan Yellishetty, Application of soft computing to predict blast-induced ground vibration Engineering with Computers. ,vol. 27, pp. 117- 125 ,(2011) , 10.1007/S00366-009-0157-Y
Turker Hudaverdi, Application of multivariate analysis for prediction of blast-induced ground vibrations Soil Dynamics and Earthquake Engineering. ,vol. 43, pp. 300- 308 ,(2012) , 10.1016/J.SOILDYN.2012.08.002
Edy Tonnizam Mohamad, Danial Jahed Armaghani, Ehsan Momeni, Seyed Vahid Alavi Nezhad Khalil Abad, Prediction of the unconfined compressive strength of soft rocks: a PSO-based ANN approach Bulletin of Engineering Geology and the Environment. ,vol. 74, pp. 745- 757 ,(2015) , 10.1007/S10064-014-0638-0
Masoud Monjezi, Mahdi Hasanipanah, Manoj Khandelwal, Evaluation and prediction of blast-induced ground vibration at Shur River Dam, Iran, by artificial neural network Neural Computing and Applications. ,vol. 22, pp. 1637- 1643 ,(2013) , 10.1007/S00521-012-0856-Y
Manoj Khandelwal, TN Singh, None, Prediction of blast-induced ground vibration using artificial neural network International Journal of Rock Mechanics and Mining Sciences. ,vol. 46, pp. 1214- 1222 ,(2009) , 10.1016/J.IJRMMS.2009.03.004
D. Jahed Armaghani, M. Hajihassani, E. Tonnizam Mohamad, A. Marto, S. A. Noorani, Blasting-induced flyrock and ground vibration prediction through an expert artificial neural network based on particle swarm optimization Arabian Journal of Geosciences. ,vol. 7, pp. 5383- 5396 ,(2014) , 10.1007/S12517-013-1174-0