Skip to main content
Log in

Investigation of the site-specific character of blast vibration prediction

  • Original Article
  • Published:
Environmental Earth Sciences Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Hustrulid W (1999) Blasting principles for open pit mining—general design concepts. Theoretical foundations. A.A Balkema, Roterdam

    Google Scholar 

  • 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

    Article  Google Scholar 

  • Jimeno CL, Jimeno EL, Carcedo FJA (1995) Drilling and blasting of rocks. A. A Balkema, Brookfield Publication, Rotterdam

    Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Konya CJ, Walter EJ (1990) Surface blast design. Prentice Hall, New Jersey

    Google Scholar 

  • 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

    Article  Google Scholar 

  • Montgomery DC, Peck EA, Vining GG (2006) Introduction to linear regression analysis. Wiley, NJ

    Google Scholar 

  • Morhard RC, Chiappetta RF, Borg DG (1987) Explosives and rock blasting. Atlas Powder Co., Dallas

    Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  Google Scholar 

  • Persson PA, Holmberg R, Lee J (1994) Rock blasting and explosives engineering. CRC Press, Boca Raton

    Google Scholar 

  • 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

    Google Scholar 

  • 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

    Google Scholar 

  • 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

    Google Scholar 

  • 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

Download references

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.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Turker Hudaverdi.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12665-017-6456-5

Keywords

Navigation