Development of a model to predict peak particle velocity in a blasting operation

H. Dehghani1, M. Ataee-pour1
1Department of Mining, Metallurgical and Petroleum Engineering, Amirkabir University of Technology, Tehran, Iran

Tài liệu tham khảo

Khandelwal, 2009, Prediction of blast-induced ground vibration using artificial neural network, Int J Rock Mech Min Sci, 46, 1214, 10.1016/j.ijrmms.2009.03.004 Duvall, 1963, Vibrations from blasting at Iowa limestone quarries, USBM Rep Invest, 6270, 28 Monjezi, 2008, Evaluation of effect of blasting pattern parameters on back break using neural networks, Int J Rock Mech Min Sci, 45, 1446, 10.1016/j.ijrmms.2008.02.007 Monjezi M, Dehghan H, Samimi Namin F. Application of TOPSIS method in controlling fly rock in blasting operations. In: Proceedings of the seventh international multidisciplinary scientific geoconference & expo (SGEM). Sofia, Bulgaria, 2007, p. 41–50. Monjezi M, Dehghani H, Singh TN, Sayadi AR, Gholinejad A. Application of TOPSIS method for selecting the most appropriate blast design. Arab J Geosci, in press, doi:10.1007/s12517-010-0133. Khandelwal, 2004, Application of artificial neural network in mining industry, Indian Min Eng J, 43, 19 Maulenkamp, 1999, Application of neural networks for the prediction of the unconfined compressive strength (UCS) from Equotip hardness, Int J Rock Mech Min Sci, 36, 29, 10.1016/S0148-9062(98)00173-9 Yang Y, Zhang Q. Analysis for the results of point load testing with artificial neural network. In: Proceedings of the International conference on computing methods and advances in geomechanics (IACMAG), China, 1997, p. 607–19. Cai JG, Zhao J. Use of neural networks in rock tunneling. In: Proceedings of computing methods and advances in geomechanics (IACMAG), China, 1997, p. 613–31. Singh, 2001, Prediction of strength properties of some schistose rock, Int J Rock Mech Min Sci, 38, 269, 10.1016/S1365-1609(00)00078-2 Khandelwal M, Singh TN. Prediction of waste dump stability by an intelligent approach. In: Proceedings of national symposium on new equipment—new technology, management and safety, ENTMS, Bhubaneshwar, 2002, p. 38–45. Maity, 2004, Damage assessment in structure from changes in static parameters using neural networks, Sadhana, 29, 315, 10.1007/BF02703781 Singh, 2004, Prediction of P-wave velocity and anisotropic properties of rock using artificial neural networks technique, J Sci Indust Res, 63, 32 Dysart, 1990, Regional seismic event classification at the noress array: seismological measurements and the use of trained neural networks, Bull Seismol Soc Amer, 80, 1910 Finnie, 1999, Using neural networks to discriminate between genuine and spurious seismic events in mines, Pure Appl Geophys, 154, 41, 10.1007/s000240050220 Musil, 1996, Discrimination between local micro earthquakes and quarry blasts by multi-layer perceptrons and Kohonen maps, Bull Seismol Soc Amer, 86, 1077 Rudajev, 1999, Estimation of mining tremor occurrence by using neural networks, Pure Appl Geophys, 154, 57, 10.1007/s000240050221 Monjezi, 2006, Prediction and analysis of blast parameters using artificial neural network, Noise Vibr Worldwide, 37, 8, 10.1260/095745606777630323 Mohamed, 2009, Artificial neural network for prediction and control of blasting vibrations in Assiut (Egypt) limestone quarry, Int J Rock Mech Min Sci, 46, 426, 10.1016/j.ijrmms.2008.06.004 Khandelwal, 2007, Evaluation of blast induced ground vibration predictors, Soil Dynam Earthq Eng, 27, 116, 10.1016/j.soildyn.2006.06.004 Khandelwal, 2005, Prediction of blast induced air overpressure in opencast mine, Noise Vibr Worldwide, 36, 7, 10.1260/0957456053499095 Bridgman PW. Dimensional analysis. In: Haley W, editor. Encyclopaedia Britannica. vol. 7. Chicago, 1969, p. 439–49. Kosko, 1994 Simpson, 1990 Tawadrous, 2006, Prediction of surface crown pillar stability using artificial neural networks, Int J Numer Anal Meth Geomech, 31, 917, 10.1002/nag.566 Neaupane, 2006, Prediction of tunneling-induced ground movement with the multi-layer perceptron, Int J Tunnel Underg Space Technol, 21, 151, 10.1016/j.tust.2005.07.001 Demuth, 1996 Langhaar, 1951 JWS, 1878 Bellamine, 2006, Numerical characterization of distributed dynamic systems using tools of intelligent computing and generalized dimensional analysis, Appl Math Comp, 182, 021, 10.1016/j.amc.2006.05.002 Bridgman, 1922 Murphy, 1950 Duvall, 1959, Spherical propagation of explosion generated strain pulses in rock, USBM Rep Invest, 5483, 21 Langefors, 1963 Davies, 1964, Ground vibrations from shallow sub-surface blasts, The Engineer, London, 553 Ambraseys, 1968, Dynamic behaviour of rock masses, 203 Bureau of Indian Standards. Criteria for safety and design of structures subjected to underground blast. India. ISI Bull IS-6922; 1973. Ghosh A, Daemen JK. A simple new blast vibration predictor. In: Proceedings of the 24th US rock mechanics symposium, Texas A&M, 1983, p. 151–161. Pal Roy, 1993, Putting ground vibration predictors into practice, Colliery Guard, 241, 63