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Volumn 47, Issue 2, 2014, Pages 771-783

Stochastic modeling approach for the evaluation of backbreak due to blasting operations in open pit mines

Author keywords

Backbreak; Controllable blasting parameters; Monte Carlo (MC) method; Multiple regression; Sensitivity analysis; Stochastic modeling

Indexed keywords

BACKBREAK; BLASTING OPERATIONS; BLASTING PARAMETERS; CONTROLLABLE BLASTING PARAMETERS; CONTROLLABLE PARAMETERS; GEOMETRIC STIFFNESS; MULTIPLE REGRESSION ANALYSIS; MULTIPLE REGRESSIONS;

EID: 84896844254     PISSN: 07232632     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00603-013-0438-z     Document Type: Article
Times cited : (56)

References (60)
  • 3
    • 0032768798 scopus 로고    scopus 로고
    • Fuzzy model for the prediction of unconfined compressive strength of rock samples
    • 10.1016/S0148-9062(99)00007-8
    • Alvarez Grima M, Babuška R (1999) Fuzzy model for the prediction of unconfined compressive strength of rock samples. Int J Rock Mech Min Sci 36:339-349
    • (1999) Int J Rock Mech Min Sci , vol.36 , pp. 339-349
    • Alvarez Grima, M.1    Babuška, R.2
  • 4
    • 0028375640 scopus 로고
    • Controlled blasting in jointed rocks
    • 10.1016/0148-9062(94)92317-5
    • Badal R (1994) Controlled blasting in jointed rocks. Int J Rock Mech Min Sci Geomech Abstr 31:79-84
    • (1994) Int J Rock Mech Min Sci Geomech Abstr , vol.31 , pp. 79-84
    • Badal, R.1
  • 8
    • 84866678998 scopus 로고    scopus 로고
    • A probabilistic analysis of vibration based on measured data and charge weight scaling
    • Lisbon, Portugal, September 2011
    • Blair DP (2011) A probabilistic analysis of vibration based on measured data and charge weight scaling. In: Proceedings of the Sixth EFEE World Conference on Explosives and Blasting Techniques, Lisbon, Portugal, September 2011, pp 319-337
    • (2011) Proceedings of the Sixth EFEE World Conference on Explosives and Blasting Techniques , pp. 319-337
    • Blair, D.P.1
  • 9
    • 0035294789 scopus 로고    scopus 로고
    • The influence of burden on blast vibration
    • 10.1076/frag.5.1.108.3315
    • Blair DP, Armstrong LW (2001) The influence of burden on blast vibration. Fragblast 5:108-129
    • (2001) Fragblast , vol.5 , pp. 108-129
    • Blair, D.P.1    Armstrong, L.W.2
  • 10
    • 79960078031 scopus 로고    scopus 로고
    • Rock mass characterization and rock property variability considerations for tunnel and cavern design
    • 10.1007/s00603-011-0138-5
    • Cai M (2011) Rock mass characterization and rock property variability considerations for tunnel and cavern design. Rock Mech Rock Eng 44:379-399
    • (2011) Rock Mech Rock Eng , vol.44 , pp. 379-399
    • Cai, M.1
  • 13
    • 84920254940 scopus 로고    scopus 로고
    • Multiple regression, ANN and ANFIS models for prediction of backbreak in the open pit blasting
    • 10.1007/s00366-012-0298-2
    • Esmaeili M, Osanloo M, Rashidinejad F, Aghajani Bazzazi A, Taji M (2012) Multiple regression, ANN and ANFIS models for prediction of backbreak in the open pit blasting. Eng Comput. doi: 10.1007/s00366-012-0298-2
    • (2012) Eng Comput
    • Esmaeili, M.1    Osanloo, M.2    Rashidinejad, F.3    Aghajani Bazzazi, A.4    Taji, M.5
  • 14
    • 84879204666 scopus 로고    scopus 로고
    • An RES-based model for risk assessment and prediction of backbreak in bench blasting
    • 10.1007/s00603-012-0298-y
    • Faramarzi F, Ebrahimi Farsangi MA, Mansouri H (2012) An RES-based model for risk assessment and prediction of backbreak in bench blasting. Rock Mech Rock Eng. doi: 10.1007/s00603-012-0298-y
    • (2012) Rock Mech Rock Eng
    • Faramarzi, F.1    Ebrahimi Farsangi, M.A.2    Mansouri, H.3
  • 17
    • 79960405537 scopus 로고    scopus 로고
    • Quantifying the uncertainty of pillar safety factor by Monte Carlo simulation - A case study
    • Ghasemi E, Shahriar K, Sharifzadeh M, Hashemolhosseini H (2010) Quantifying the uncertainty of pillar safety factor by Monte Carlo simulation - a case study. Arch Min Sci 55(3):623-635
    • (2010) Arch Min Sci , vol.55 , Issue.3 , pp. 623-635
    • Ghasemi, E.1    Shahriar, K.2    Sharifzadeh, M.3    Hashemolhosseini, H.4
  • 18
    • 84859649585 scopus 로고    scopus 로고
    • Development of an empirical model for predicting the effects of controllable blasting parameters on flyrock distance in surface mines
    • 10.1016/j.ijrmms.2012.03.011
    • Ghasemi E, Sari M, Ataei M (2012) Development of an empirical model for predicting the effects of controllable blasting parameters on flyrock distance in surface mines. Int J Rock Mech Min Sci 52:163-170
    • (2012) Int J Rock Mech Min Sci , vol.52 , pp. 163-170
    • Ghasemi, E.1    Sari, M.2    Ataei, M.3
  • 19
    • 0036785198 scopus 로고    scopus 로고
    • A fuzzy triangular chart to predict the uniaxial compressive strength of the Ankara agglomerates from their petrographic composition
    • 10.1016/S0013-7952(02)00023-6
    • Gokceoglu C (2002) A fuzzy triangular chart to predict the uniaxial compressive strength of the Ankara agglomerates from their petrographic composition. Eng Geol 66:39-51
    • (2002) Eng Geol , vol.66 , pp. 39-51
    • Gokceoglu, C.1
  • 22
    • 84875191766 scopus 로고    scopus 로고
    • Blast designs to protect pit walls
    • W.A. Hustrulid M.K. McCarter D.J.A. Van Zyl (eds) Society of Mining, Metallurgy and Exploration Denver
    • Hagan TN, Bulow B (2000) Blast designs to protect pit walls. In: Hustrulid WA, McCarter MK, Van Zyl DJA (eds.) Slope stability in surface mining. Society of Mining, Metallurgy and Exploration, Denver, pp 125-130
    • (2000) Slope Stability in Surface Mining , pp. 125-130
    • Hagan, T.N.1    Bulow, B.2
  • 23
    • 0034120012 scopus 로고    scopus 로고
    • Uncertainty and reliability analysis applied to slope stability
    • 10.1016/S0167-4730(00)00006-0
    • Husein Malkawi AI, Hassan WF, Abdulla FA (2000) Uncertainty and reliability analysis applied to slope stability. Struct Saf 22:161-187
    • (2000) Struct Saf , vol.22 , pp. 161-187
    • Husein Malkawi, A.I.1    Hassan, W.F.2    Abdulla, F.A.3
  • 25
    • 0037549678 scopus 로고    scopus 로고
    • Some general design concepts regarding the control of blast-induced damage during rock slope excavation
    • Beijing, China, August 2002
    • Hustrulid WA, Lu WB (2002) Some general design concepts regarding the control of blast-induced damage during rock slope excavation. In: Proceedings of the 7th International Symposium on Rock Fragmentation by Blasting, Beijing, China, August 2002, pp 595-604
    • (2002) Proceedings of the 7th International Symposium on Rock Fragmentation by Blasting , pp. 595-604
    • Hustrulid, W.A.1    Lu, W.B.2
  • 27
    • 0034446593 scopus 로고    scopus 로고
    • The use of air decks in production blasting in an open pit coal mine
    • 10.1023/A:1016634231801
    • Jhanwar JC, Jethwa JL (2000) The use of air decks in production blasting in an open pit coal mine. Geotech Geol Eng 18:269-287
    • (2000) Geotech Geol Eng , vol.18 , pp. 269-287
    • Jhanwar, J.C.1    Jethwa, J.L.2
  • 28
    • 1442344935 scopus 로고    scopus 로고
    • Computer simulation of open pit bench blasting in jointed rock mass
    • 10.1016/S0148-9062(98)00137-5
    • Jia Z, Chen G, Huang S (1998) Computer simulation of open pit bench blasting in jointed rock mass. Int J Rock Mech Min Sci 35:476-486
    • (1998) Int J Rock Mech Min Sci , vol.35 , pp. 476-486
    • Jia, Z.1    Chen, G.2    Huang, S.3
  • 29
    • 50849099167 scopus 로고    scopus 로고
    • Influence of stochastic discontinuity network parameters on the formation of removable blocks in rock slopes
    • 10.1007/s00603-006-0124-5
    • Jimenez-Rodriguez R, Sitar N (2008) Influence of stochastic discontinuity network parameters on the formation of removable blocks in rock slopes. Rock Mech Rock Eng 41:563-585
    • (2008) Rock Mech Rock Eng , vol.41 , pp. 563-585
    • Jimenez-Rodriguez, R.1    Sitar, N.2
  • 31
    • 77957886762 scopus 로고    scopus 로고
    • Stochastic modeling of gob gas venthole production performances in active and completed longwall panels of coal mines
    • 10.1016/j.coal.2010.09.001
    • Karacan CO, Luxbacher K (2010) Stochastic modeling of gob gas venthole production performances in active and completed longwall panels of coal mines. Int J Coal Geol 84:125-140
    • (2010) Int J Coal Geol , vol.84 , pp. 125-140
    • Karacan, C.O.1    Luxbacher, K.2
  • 32
    • 34249861283 scopus 로고    scopus 로고
    • Backbreak prediction due to bench blasting: An artificial neural network approach
    • Karami AR, Mansouri H, Ebrahimi Farsangi MA, Nezamabadi H (2006) Backbreak prediction due to bench blasting: an artificial neural network approach. J Mine Met Fuel 54(12):418-420
    • (2006) J Mine Met Fuel , vol.54 , Issue.12 , pp. 418-420
    • Karami, A.R.1    Mansouri, H.2    Ebrahimi Farsangi, M.A.3    Nezamabadi, H.4
  • 33
    • 84879413852 scopus 로고    scopus 로고
    • Prediction of backbreak in open-pit blasting operations using the machine learning method
    • 10.1007/s00603-012-0269-3 10.1007/s00603-012-0269-3
    • Khandelwal M, Monjezi M (2013) Prediction of backbreak in open-pit blasting operations using the machine learning method. Rock Mech Rock Eng 46:389-396. doi: 10.1007/s00603-012-0269-3
    • (2013) Rock Mech Rock Eng , vol.46 , pp. 389-396
    • Khandelwal, M.1    Monjezi, M.2
  • 37
    • 0033957764 scopus 로고    scopus 로고
    • Neural networks for the prediction and forecasting of water resources variables: A review of modelling issues and applications
    • 10.1016/S1364-8152(99)00007-9
    • Maier HR, Dandy GC (2000) Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications. Environ Model Softw 15:101-124
    • (2000) Environ Model Softw , vol.15 , pp. 101-124
    • Maier, H.R.1    Dandy, G.C.2
  • 39
    • 55749100108 scopus 로고    scopus 로고
    • Evaluation of effect of blasting pattern parameters on back break using neural networks
    • 10.1016/j.ijrmms.2008.02.007
    • Monjezi M, Dehghani H (2008) Evaluation of effect of blasting pattern parameters on back break using neural networks. Int J Rock Mech Min Sci 45:1446-1453
    • (2008) Int J Rock Mech Min Sci , vol.45 , pp. 1446-1453
    • Monjezi, M.1    Dehghani, H.2
  • 40
    • 70449528486 scopus 로고    scopus 로고
    • Prediction of backbreak in open-pit blasting using fuzzy set theory
    • 10.1016/j.eswa.2009.08.014
    • Monjezi M, Rezaei M, Yazdian A (2010a) Prediction of backbreak in open-pit blasting using fuzzy set theory. Expert Syst Appl 37:2637-2643
    • (2010) Expert Syst Appl , vol.37 , pp. 2637-2643
    • Monjezi, M.1    Rezaei, M.2    Yazdian, A.3
  • 41
    • 79251577076 scopus 로고    scopus 로고
    • Prediction of backbreak using blasting parameters
    • Monjezi M, Sayadi A, Talebi N (2010b) Prediction of backbreak using blasting parameters. J Mine Met Fuel 58(8):223-226
    • (2010) J Mine Met Fuel , vol.58 , Issue.8 , pp. 223-226
    • Monjezi, M.1    Sayadi, A.2    Talebi, N.3
  • 42
    • 79959363740 scopus 로고    scopus 로고
    • Optimization of open pit blast parameters using genetic algorithm
    • 10.1016/j.ijrmms.2011.04.005
    • Monjezi M, Amini Khoshalan H, Yazdian Varjani A (2011) Optimization of open pit blast parameters using genetic algorithm. Int J Rock Mech Min Sci 48:864-869
    • (2011) Int J Rock Mech Min Sci , vol.48 , pp. 864-869
    • Monjezi, M.1    Amini Khoshalan, H.2    Yazdian Varjani, A.3
  • 43
    • 84884590729 scopus 로고    scopus 로고
    • Backbreak prediction in the Chadormalu iron mine using artificial neural network
    • 10.1007/s00521-012-1038-7
    • Monjezi M, Ahmadi Z, Yazdian Varjani A, Khandelwal M (2012a) Backbreak prediction in the Chadormalu iron mine using artificial neural network. Neural Comput Appl. doi: 10.1007/s00521-012-1038-7
    • (2012) Neural Comput Appl
    • Monjezi, M.1    Ahmadi, Z.2    Yazdian Varjani, A.3    Khandelwal, M.4
  • 44
    • 85027955140 scopus 로고    scopus 로고
    • Prediction of flyrock and backbreak in open pit blasting operation: A neuro-genetic approach
    • 10.1007/s12517-010-0185-3 10.1007/s12517-010-0185-3
    • Monjezi M, Amini Khoshalan H, Yazdian Varjani A (2012b) Prediction of flyrock and backbreak in open pit blasting operation: a neuro-genetic approach. Arab J Geosci 5:441-448. doi: 10.1007/s12517-010-0185-3
    • (2012) Arab J Geosci , vol.5 , pp. 441-448
    • Monjezi, M.1    Amini Khoshalan, H.2    Yazdian Varjani, A.3
  • 45
    • 30844442127 scopus 로고    scopus 로고
    • Monte Carlo simulation as a tool to predict blasting fragmentation based on the Kuz-Ram model
    • 10.1016/j.cageo.2005.06.022
    • Morin AM, Ficarazzo F (2006) Monte Carlo simulation as a tool to predict blasting fragmentation based on the Kuz-Ram model. Comput Geosci 32:352-359
    • (2006) Comput Geosci , vol.32 , pp. 352-359
    • Morin, A.M.1    Ficarazzo, F.2
  • 46
    • 44149098418 scopus 로고    scopus 로고
    • Oracle Oracle Inc. Oracle Parkway, Redwood City, CA, USA
    • Oracle (2007) Crystal Ball 7.3 User Manual. Oracle Inc., Oracle Parkway, Redwood City, CA, USA
    • (2007) Crystal Ball 7.3 User Manual
  • 47
    • 50349086115 scopus 로고    scopus 로고
    • Sensitivity analysis of support safety factor for predicting the effects of contributing parameters on roof falls in underground coal mines
    • 10.1016/j.coal.2008.05.004
    • Palei SK, Das SK (2008) Sensitivity analysis of support safety factor for predicting the effects of contributing parameters on roof falls in underground coal mines. Int J Coal Geol 75:241-247
    • (2008) Int J Coal Geol , vol.75 , pp. 241-247
    • Palei, S.K.1    Das, S.K.2
  • 48
    • 21144458335 scopus 로고    scopus 로고
    • Probabilistic analysis of rock slope stability and random properties of discontinuity parameters, Interstate Highway 40, Western North Carolina, USA
    • 10.1016/j.enggeo.2005.02.001
    • Park HJ, West TR, Woo I (2005) Probabilistic analysis of rock slope stability and random properties of discontinuity parameters, Interstate Highway 40, Western North Carolina, USA. Eng Geol 79:230-250
    • (2005) Eng Geol , vol.79 , pp. 230-250
    • Park, H.J.1    West, T.R.2    Woo, I.3
  • 49
    • 60749103185 scopus 로고    scopus 로고
    • The stochastic assessment of strength and deformability characteristics for a pyroclastic rock mass
    • 10.1016/j.ijrmms.2008.07.007
    • Sari M (2009) The stochastic assessment of strength and deformability characteristics for a pyroclastic rock mass. Int J Rock Mech Min Sci 46:613-626
    • (2009) Int J Rock Mech Min Sci , vol.46 , pp. 613-626
    • Sari, M.1
  • 50
    • 56949090300 scopus 로고    scopus 로고
    • Stochastic modeling of accident risks associated with an underground coal mine in Turkey
    • 10.1016/j.ssci.2007.12.004
    • Sari M, Selcuk AS, Karpuz C, Duzgun HSB (2009) Stochastic modeling of accident risks associated with an underground coal mine in Turkey. Saf Sci 47:78-87
    • (2009) Saf Sci , vol.47 , pp. 78-87
    • Sari, M.1    Selcuk, A.S.2    Karpuz, C.3    Duzgun, H.S.B.4
  • 51
    • 77953611593 scopus 로고    scopus 로고
    • Estimating rock mass properties using Monte Carlo simulation: Ankara andesites
    • 10.1016/j.cageo.2010.02.001
    • Sari M, Karpuz C, Ayday C (2010) Estimating rock mass properties using Monte Carlo simulation: Ankara andesites. Comput Geosci 36:959-969
    • (2010) Comput Geosci , vol.36 , pp. 959-969
    • Sari, M.1    Karpuz, C.2    Ayday, C.3
  • 53
    • 17844387840 scopus 로고    scopus 로고
    • An intelligent approach to prediction and control ground vibration in mines
    • 10.1007/s10706-004-7068-x
    • Singh TN, Singh V (2005) An intelligent approach to prediction and control ground vibration in mines. Geotech Geol Eng 23:249-262
    • (2005) Geotech Geol Eng , vol.23 , pp. 249-262
    • Singh, T.N.1    Singh, V.2
  • 56
    • 84896808884 scopus 로고    scopus 로고
    • Sungun copper project, mining geotechnics and slope design studies
    • SRK Consulting Engineers and Scientists
    • SRK Consulting Engineers and Scientists (2008) Sungun copper project, mining geotechnics and slope design studies. Final report. Sungun Copper Company
    • (2008) Final Report, Sungun Copper Company
  • 59
    • 61849112830 scopus 로고    scopus 로고
    • Prediction of the strength and elasticity modulus of gypsum using multiple regression, ANN, and ANFIS models
    • 10.1016/j.ijrmms.2008.09.002
    • Yilmaz I, Yuksek G (2009) Prediction of the strength and elasticity modulus of gypsum using multiple regression, ANN, and ANFIS models. Int J Rock Mech Min Sci 46:803-810
    • (2009) Int J Rock Mech Min Sci , vol.46 , pp. 803-810
    • Yilmaz, I.1    Yuksek, G.2
  • 60
    • 20844455792 scopus 로고    scopus 로고
    • Risk analysis for determination of a tunnel support pattern
    • 10.1016/j.tust.2005.03.002
    • You K, Park Y, Lee JS (2005) Risk analysis for determination of a tunnel support pattern. Tunn Undergr Space Technol 20:479-486
    • (2005) Tunn Undergr Space Technol , vol.20 , pp. 479-486
    • You, K.1    Park, Y.2    Lee, J.S.3


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