Abstract
A new site-specific vibration prediction equation was developed based on site measurement performed in a sandstone quarry. Also, several vibration prediction equations were compiled from the blasting literature and used to predict ground vibration for the studied quarry. By this way, site-specific equation created by regression analysis and the equations obtained from the blasting literature were compared in terms of prediction accuracy. Some of the equations obtained from the literature made better predictions than the site-specific equation created for the studied quarry. The prediction equations were grouped, and the effects of the rock formation and mine type on the prediction accuracy were investigated. Suitable error measures for evaluation of ground vibration prediction were examined in detail. A new general prediction equation was created using site factors (K, β) of the examined studies. The general equation was created using 17 prediction equations reported by blast researchers. Prediction capability of the general equation was found to be strong. Diversity of the blast data is one of the strongest features of the general equation.
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References
Adhikari GR, Theresraj AI, Venkatesh HS, Balachander R, Gupta RN (2004) Ground vibration due to blasting in limestone quarries. Fragblast 8:85–94. doi:10.1080/13855140412331336160
Ak H, Iphar M, Yavuz M, Konuk A (2009) Evaluation of ground vibration effect of blasting operations in a magnesite mine. Soil Dyn Earthq Eng 29:669–676. doi:10.1016/j.soildyn.2008.07.003
Alipour A, Ashtiani M (2011) Fuzzy modeling approaches for the prediction of maximum charge per delay in surface mining. Int J Rock Mech Min 48:305–310. doi:10.1016/j.ijrmms.2010.11.010
Armstrong JS, Collopy F (1992) Error measures for generalizing about forecasting methods: empirical comparisons. Int J Forecast 8:69–80. doi:10.1016/0169-2070(92)90008-W
Birch WJ, Pegden M (2000) Improved prediction of ground vibrations from blasting at quarries. Trans Inst Min Metall (Sect A: Min Technol) 109:102–106. doi:10.1179/mnt.2000.109.2.102
Faramarzi F, Ebrahimi FMA, Mansouri H (2014) Simultaneous investigation of blast induced ground vibration and airblast effects on safety level of structures and human in surface blasting. Int J Min Sci Technol 24:663–669. doi:10.1016/j.ijmst.2014.07.006
Ghasemi E, Ataei M, Hashemolhosseini H (2013) Development of a fuzzy model for predicting ground vibration caused by rock blasting in surface mining. J Vib Control 19:755–770. doi:10.1177/1077546312437002
Giraudi A, Cardu M, Kecojevic V (2009) An assessment of blasting vibrations: a case study on quarry operation. Am J Environ Sci 5:467–473. doi:10.3844/ajessp.2009.467.473
Gonzalez-Nicieza C, Álvarez-Fernandez MI, Alvarez-Vigil AE, Arias-Prieto D, López-Gayarre F, Ramos-Lopez FL (2014) Influence of depth and geological structure on the transmission of blast vibrations. B Eng Geol Environ 73:1211–1223. doi:10.1007/s10064-014-0595-7
Görgülü K, Ercan A, Demirci A, Koçaslan A, Dilmaç MK, Yüksek AG (2013) Investigation of blast-induced ground vibrations in the Tulu boron open pit mine. B Eng Geol Environ 72:555–564. doi:10.1007/s10064-013-0521-4
Hustrulid W (1999) Blasting principles for open pit mining—general design concepts. Theoretical foundations. A.A Balkema, Roterdam
Hyndman RJ, Koehler AB (2006) Another look at measures of forecast accuracy. Int J Forecast 22:679–688. doi:10.1016/j.ijforecast.2006.03.001
Jimeno CL, Jimeno EL, Carcedo FJA (1995) Drilling and blasting of rocks. A. A Balkema, Brookfield Publication, Rotterdam
Kahriman A (2002) Analysis of ground vibrations caused by bench blasting at can open-pit lignite mine in Turkey. Environ Geol 41:653–661. doi:10.1007/s00254-001-0446-2
Kahriman A (2004) Analysis of parameters of ground vibration produced from bench blasting at a limestone quarry. Soil Dyn Earthq Eng 24:87–892. doi:10.1016/j.soildyn.2004.06.018
Khandelwal M (2010) Evaluation and prediction of blast-induced ground vibration using support vector machine. Int J Rock Mech Min 47:509–516. doi:10.1016/j.ijrmms.2010.01.007
Khandelwal M, Singh TN (2007) Evaluation of blast-induced ground vibration predictors. Soil Dyn Earthq Eng 27:116–125. doi:10.1016/j.soildyn.2006.06.004
Konya CJ, Walter EJ (1990) Surface blast design. Prentice Hall, New Jersey
Makridakis S, Hibon M (1995) Evaluating accuracy (or error) measures. INSEAD Working Paper Series No. 18/TM:1-31
Mesec J, Vrkljan D, Ester Z (2009) Allowed quantity of explosive charge depending on the distance from the blast. Geotech Geol Eng 27:431–438. doi:10.1007/s10706-008-9243-y
Montgomery DC, Peck EA, Vining GG (2006) Introduction to linear regression analysis. Wiley, NJ
Morhard RC, Chiappetta RF, Borg DG (1987) Explosives and rock blasting. Atlas Powder Co., Dallas
Nateghi R (2012) Evaluation of blast induced ground vibration for minimizing negative effects on surrounding structures. Soil Dyn Earthq Eng 43:133–138. doi:10.1016/j.soildyn.2012.07.009
Pal Roy P (1991) Vibration control in an opencast mine based on improved blast vibration predictors. Min Sci Technol 12:157–165. doi:10.1016/0167-9031(91)91642-U
Persson PA, Holmberg R, Lee J (1994) Rock blasting and explosives engineering. CRC Press, Boca Raton
Rai R, Singh TN (2004) A new predictor for ground vibration prediction and its comparison with other predictors. Indian J Eng Mater S 11:178–184
Rosenthal MF, Morlock GL (1987) Blasting guidance manual. Office of Surface Mining Reclamation and Enforcement, US Department of the Interior, USA
Shcherbakov MV, Brebels A, Shcherbakova NL, Tyukov AP, Janovsky TA, Kamaev VA (2013) A survey of forecast error measures. World Appl Sci J 24:171–176. doi:10.5829/idosi.wasj.2013.24.itmies.80032
Singh PK, Roy MP (2008) Characterization of blast vibration generated from open-pit blasting at surface and in belowground openings. Min Technol Trans Inst Min Metall Sect A 117:122–127. doi:10.1179/037178409X405750
SPSS Base 19 (2010) SPSS Inc, Chicago
Tugrul A, Undul O (2006) Engineering geological characteristics of Istanbul greywackes. In: Proceedings of the 10th international association for engineering geology and the environment (IAEG) congress, Nottingham, 6–10 Sept, Paper no. 395
Acknowledgements
This study was supported by the Research Fund of the Istanbul Technical University (Project Name: The effects of the variations in blast design and initiation systems on blast induced ground vibrations. No: 38511). The authors are grateful to the Research Fund of the Istanbul Technical University for their financial support.
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Hudaverdi, T., Akyildiz, O. Investigation of the site-specific character of blast vibration prediction. Environ Earth Sci 76, 138 (2017). https://doi.org/10.1007/s12665-017-6456-5
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DOI: https://doi.org/10.1007/s12665-017-6456-5