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Volumn 7, Issue 1, 2014, Pages 193-202

Application of artificial intelligence techniques for predicting the flyrock distance caused by blasting operation

Author keywords

Artificial intelligence (AI); Artificial neural network (ANN); Blasting operation; Flyrock distance; Fuzzy logic

Indexed keywords

ARTIFICIAL INTELLIGENCE; BLASTING; EMPIRICAL ANALYSIS; FUZZY MATHEMATICS; MINING INDUSTRY; ROCK BLOCK; STATISTICAL ANALYSIS; UNCERTAINTY ANALYSIS;

EID: 84891555136     PISSN: 18667511     EISSN: 18667538     Source Type: Journal    
DOI: 10.1007/s12517-012-0703-6     Document Type: Article
Times cited : (101)

References (58)
  • 1
    • 78751706005 scopus 로고    scopus 로고
    • Prediction of thrust and torque requirements of TBMs with fuzzy logic models
    • Acaroglu O (2011) Prediction of thrust and torque requirements of TBMs with fuzzy logic models. Tunn Undergr Space Technol 26: 267-275.
    • (2011) Tunn Undergr Space Technol , vol.26 , pp. 267-275
    • Acaroglu, O.1
  • 2
    • 0033237807 scopus 로고    scopus 로고
    • Studies on flyrock at limestone quarries
    • Adhikari GR (1999) Studies on flyrock at limestone quarries. Int J Rock Mech Rock Eng 32: 291-301.
    • (1999) Int J Rock Mech Rock Eng , vol.32 , pp. 291-301
    • Adhikari, G.R.1
  • 4
    • 84867705340 scopus 로고    scopus 로고
    • Evaluation of flyrock phenomenon due to blasting operation by support vector machine
    • doi: 10. 1007/s00521-011-0631-5
    • Amini H, Gholami R, Monjezi M, Torabi SR, Zadhesh J (2011) Evaluation of flyrock phenomenon due to blasting operation by support vector machine. Neural Comput Appl. doi: 10. 1007/s00521-011-0631-5.
    • (2011) Neural Comput Appl.
    • Amini, H.1    Gholami, R.2    Monjezi, M.3    Torabi, S.R.4    Zadhesh, J.5
  • 5
    • 3042547488 scopus 로고    scopus 로고
    • Fuzzy set approaches to classification of rock masses
    • Aydin A (2004) Fuzzy set approaches to classification of rock masses. Eng Geol 74: 227-245.
    • (2004) Eng Geol , vol.74 , pp. 227-245
    • Aydin, A.1
  • 6
    • 1342323417 scopus 로고    scopus 로고
    • Blasting injuries in surface mining with emphasis on flyrock and blast area security
    • Bajpayee TS, Rehak TR, Mowrey GL, Ingram DK (2004) Blasting injuries in surface mining with emphasis on flyrock and blast area security. Safety Res 35: 47-57.
    • (2004) Safety Res , vol.35 , pp. 47-57
    • Bajpayee, T.S.1    Rehak, T.R.2    Mowrey, G.L.3    Ingram, D.K.4
  • 9
    • 79952454547 scopus 로고    scopus 로고
    • Prediction of environmental impacts of quarry blasting operation using fuzzy logic
    • Fisne A, Kuzu C, Hudaverdi T (2010) Prediction of environmental impacts of quarry blasting operation using fuzzy logic. Environ Monit Assess 174: 461-470.
    • (2010) Environ Monit Assess , vol.174 , pp. 461-470
    • Fisne, A.1    Kuzu, C.2    Hudaverdi, T.3
  • 11
    • 84878016493 scopus 로고    scopus 로고
    • Application of fuzzy logic for predicting roof fall rate in coal mines
    • doi: 10. 1007/s00521-012-0819-3
    • Ghasemi E, Ataei M (2012) Application of fuzzy logic for predicting roof fall rate in coal mines. Neural Comput Appl. doi: 10. 1007/s00521-012-0819-3.
    • (2012) Neural Comput Appl
    • Ghasemi, E.1    Ataei, M.2
  • 12
    • 84859649585 scopus 로고    scopus 로고
    • Development of an empirical model for predicting the effects of controllable blasting parameters on flyrock distance in surface mines
    • Ghasemi E, Sari M, Ataei M (2012a) 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
  • 13
    • 84875939009 scopus 로고    scopus 로고
    • Development of a fuzzy model for predicting ground vibration caused by rock blasting in surface mining
    • doi: 10. 1177/1077546312437002
    • Ghasemi E, Ataei M, Hashemolhosseini H (2012b) Development of a fuzzy model for predicting ground vibration caused by rock blasting in surface mining. J Vib Control. doi: 10. 1177/1077546312437002.
    • (2012) J Vib Control
    • Ghasemi, E.1    Ataei, M.2    Hashemolhosseini, H.3
  • 14
    • 0036785198 scopus 로고    scopus 로고
    • A fuzzy triangular chart to predict the uniaxial compressive strength of Ankara agglomerates from their petrographic composition
    • Gokceoglu C (2002) A fuzzy triangular chart to predict the uniaxial compressive strength of Ankara agglomerates from their petrographic composition. Eng Geol 66: 39-51.
    • (2002) Eng Geol , vol.66 , pp. 39-51
    • Gokceoglu, C.1
  • 15
    • 1242264861 scopus 로고    scopus 로고
    • A fuzzy model to predict the uniaxial compressive strength and the modulus of elasticity of a problematic rock
    • Gokceoglu C, Zorlu K (2004) A fuzzy model to predict the uniaxial compressive strength and the modulus of elasticity of a problematic rock. Eng Appl Artif Intell 17: 61-72.
    • (2004) Eng Appl Artif Intell , vol.17 , pp. 61-72
    • Gokceoglu, C.1    Zorlu, K.2
  • 16
    • 0032768798 scopus 로고    scopus 로고
    • Fuzzy model for the prediction of unconfined compressive strength of rock samples
    • Grima MA, Babuska R (1999) Fuzzy model for the prediction of unconfined compressive strength of rock samples. Int J Rock Mech Mining Sci 36: 339-349.
    • (1999) Int J Rock Mech Mining Sci , vol.36 , pp. 339-349
    • Grima, M.A.1    Babuska, R.2
  • 19
    • 4243366663 scopus 로고    scopus 로고
    • Institute of Makers of Explosives (IME), Washington: Safety publication, No. 12, Institute of Makers of Explosives
    • Institute of Makers of Explosives (IME) (1997) Glossary of commercial explosives industry terms. Safety publication, No. 12, Institute of Makers of Explosives, Washington.
    • (1997) Glossary of Commercial Explosives Industry Terms
  • 20
    • 0027601884 scopus 로고
    • ANFIS: adaptive-network-based fuzzy inference system
    • Jang JR (1993) ANFIS: adaptive-network-based fuzzy inference system. IEEE Trans Syst, Man, Cybern 23: 665-685.
    • (1993) IEEE Trans Syst, Man, Cybern , vol.23 , pp. 665-685
    • Jang, J.R.1
  • 21
    • 27944471727 scopus 로고    scopus 로고
    • Sawability prediction of carbonate rocks from shear strength parameters using artificial neural networks
    • Kahraman S, Altun H, Tezekici BS, Fener M (2006) Sawability prediction of carbonate rocks from shear strength parameters using artificial neural networks. Int J Rock Mech Min Sci 43: 157-164.
    • (2006) Int J Rock Mech Min Sci , vol.43 , pp. 157-164
    • Kahraman, S.1    Altun, H.2    Tezekici, B.S.3    Fener, M.4
  • 22
    • 38049004430 scopus 로고    scopus 로고
    • Modeling and prediction of ventilation methane emissions of U.S. longwall mines using supervised artificial neural networks
    • Karacan CO (2008) Modeling and prediction of ventilation methane emissions of U. S. longwall mines using supervised artificial neural networks. Int J Coal Geol 73: 371-387.
    • (2008) Int J Coal Geol , vol.73 , pp. 371-387
    • Karacan, C.O.1
  • 23
    • 27744589364 scopus 로고    scopus 로고
    • Flyrock phenomena and area security in blasting-related accidents
    • Kecojevic V, Radomsky M (2005) Flyrock phenomena and area security in blasting-related accidents. Saf Sci 43: 739-750.
    • (2005) Saf Sci , vol.43 , pp. 739-750
    • Kecojevic, V.1    Radomsky, M.2
  • 24
    • 77958091750 scopus 로고    scopus 로고
    • Application of fuzzy set theory to rock engineering classification systems: an illustration of the rock mass excavability index
    • Khademi Hamidi J, Shahriar K, Rezai B, Bejari H (2010) Application of fuzzy set theory to rock engineering classification systems: an illustration of the rock mass excavability index. Rock Mech Rock Eng 43: 335-350.
    • (2010) Rock Mech Rock Eng , vol.43 , pp. 335-350
    • Khademi Hamidi, J.1    Shahriar, K.2    Rezai, B.3    Bejari, H.4
  • 25
    • 79960033327 scopus 로고    scopus 로고
    • Application of soft computing to predict blasting-induced ground vibration
    • doi: 10. 1007/s00366-009-0157-y
    • Khandelwal M, Kumar DL, Yellishetty M (2009) Application of soft computing to predict blasting-induced ground vibration. Eng Comput. doi: 10. 1007/s00366-009-0157-y.
    • (2009) Eng Comput
    • Khandelwal, M.1    Kumar, D.L.2    Yellishetty, M.3
  • 27
    • 58349087857 scopus 로고    scopus 로고
    • Fuzzy system models (FSMs) for analysis of rock mass displacement caused by underground mining in soft rock strata
    • Li W, Li H (2009) Fuzzy system models (FSMs) for analysis of rock mass displacement caused by underground mining in soft rock strata. Expert Syst Appl 36: 4637-4645.
    • (2009) Expert Syst Appl , vol.36 , pp. 4637-4645
    • Li, W.1    Li, H.2
  • 28
    • 58049170124 scopus 로고    scopus 로고
    • Wollongong: Proceedings EXPLO 2007
    • Little TN (2007) Flyrock risk. Proceedings EXPLO 2007, Wollongong, pp 35-43.
    • (2007) Flyrock Risk , pp. 35-43
    • Little, T.N.1
  • 31
    • 58049136074 scopus 로고
    • Swedish Detonic Research Foundation Report DS 1981
    • Lundborg N (1981) The probability of flyrock. Swedish Detonic Research Foundation Report DS 1981.
    • (1981) The probability of flyrock
    • Lundborg, N.1
  • 33
    • 0016451032 scopus 로고
    • An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Man-machine
    • Mamdani EH, Assilian S (1975) An experiment in linguistic synthesis with a fuzzy logic controller. International Journal of Man-machine. Studies 7: 1-13.
    • (1975) Studies , vol.7 , pp. 1-13
    • Mamdani, E.H.1    Assilian, S.2
  • 35
    • 85042618424 scopus 로고    scopus 로고
    • Artificial neural network for prediction and control of blasting vibrations in Assiut (Egypt) limestone quarry
    • Mohamed MT (2009) Artificial neural network for prediction and control of blasting vibrations in Assiut (Egypt) limestone quarry. Int J Rock Mech Min Sci 46: 426-431.
    • (2009) Int J Rock Mech Min Sci , vol.46 , pp. 426-431
    • Mohamed, M.T.1
  • 36
    • 55749100108 scopus 로고    scopus 로고
    • Evaluation of effect of blasting pattern parameters on backbreak using neural networks
    • Monjezi M, Dehghani H (2008) Evaluation of effect of blasting pattern parameters on backbreak 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
  • 37
    • 85027955140 scopus 로고    scopus 로고
    • Prediction of flyrock and backbreak in open pit blasting operation: a neuro-genetic approach
    • doi: 10. 1007/s12517-010-0185-3
    • Monjezi M, Amini Khoshalan H, Yazdian Varjani A (2010a) Prediction of flyrock and backbreak in open pit blasting operation: a neuro-genetic approach. Arab J Geosci. doi: 10. 1007/s12517-010-0185-3.
    • (2010) Arab J Geosci
    • Monjezi, M.1    Amini Khoshalan, H.2    Yazdian Varjani, A.3
  • 38
    • 77649342232 scopus 로고    scopus 로고
    • Simultaneous prediction of fragmentation and flyrock in blasting operation using artificial neural networks
    • Monjezi M, Bahrami A, Yazdian Varjani A (2010b) Simultaneous prediction of fragmentation and flyrock in blasting operation using artificial neural networks. Int J Rock Mech Min Sci 47: 476-480.
    • (2010) Int J Rock Mech Min Sci , vol.47 , pp. 476-480
    • Monjezi, M.1    Bahrami, A.2    Yazdian Varjani, A.3
  • 39
    • 70449528486 scopus 로고    scopus 로고
    • Prediction of backbreak in open-pit blasting using fuzzy set theory
    • Monjezi M, Rezaei M, Yazdian Varjani A (2010c) 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 Varjani, A.3
  • 43
    • 0035037275 scopus 로고    scopus 로고
    • Cleveland: Proceedings of the 27th annual conference on explosives and blasting technique, vol. I. International Society of Explosives Engineers
    • Rehak TR, Bajpayee TS, Mowrey GL, Ingram DK (2001) Flyrock issues in blasting. Proceedings of the 27th annual conference on explosives and blasting technique, vol. I. International Society of Explosives Engineers, Cleveland, pp 165-175.
    • (2001) Flyrock Issues in Blasting , pp. 165-175
    • Rehak, T.R.1    Bajpayee, T.S.2    Mowrey, G.L.3    Ingram, D.K.4
  • 44
    • 78049426643 scopus 로고    scopus 로고
    • Development of a fuzzy model to predict flyrock in surface mining
    • Rezaei M, Monjezi M, Yazdian Varjani A (2011) Development of a fuzzy model to predict flyrock in surface mining. Saf Sci 49: 298-305.
    • (2011) Saf Sci , vol.49 , pp. 298-305
    • Rezaei, M.1    Monjezi, M.2    Yazdian Varjani, A.3
  • 51
    • 33744525118 scopus 로고    scopus 로고
    • Extending the Q system's prediction of support in tunnels employing fuzzy logic and extra parameters
    • Tzamos S, Sofianos AI (2006) Extending the Q system's prediction of support in tunnels employing fuzzy logic and extra parameters. Int J Rock Mech Min Sci 43: 938-949.
    • (2006) Int J Rock Mech Min Sci , vol.43 , pp. 938-949
    • Tzamos, S.1    Sofianos, A.I.2
  • 53
    • 79960046157 scopus 로고    scopus 로고
    • Intelligent systems for ground vibration measurement: a comparative study
    • doi: 10. 1007/s00366-010-0193-7
    • Verma AK, Singh TN (2010) Intelligent systems for ground vibration measurement: a comparative study. Eng Comput. doi: 10. 1007/s00366-010-0193-7.
    • (2010) Eng Comput
    • Verma, A.K.1    Singh, T.N.2
  • 55
    • 70449523078 scopus 로고    scopus 로고
    • Application of fuzzy inference system and nonlinear regression models for predicting rock brittleness
    • Yagiz S, Gokceoglu C (2010) Application of fuzzy inference system and nonlinear regression models for predicting rock brittleness. Expert Syst Appl 37: 2265-2272.
    • (2010) Expert Syst Appl , vol.37 , pp. 2265-2272
    • Yagiz, S.1    Gokceoglu, C.2
  • 56
    • 79151474442 scopus 로고    scopus 로고
    • Multiple regression, ANN (RBF, MLP) and ANFIS models for prediction of swell potential of clayey soils
    • Yilmaz I, Kaynar O (2011) Multiple regression, ANN (RBF, MLP) and ANFIS models for prediction of swell potential of clayey soils. Expert Syst Appl 38: 5958-5966.
    • (2011) Expert Syst Appl , vol.38 , pp. 5958-5966
    • Yilmaz, I.1    Kaynar, O.2
  • 57
    • 56349113372 scopus 로고    scopus 로고
    • An example of artificial neural network application for indirect estimation of rock parameters
    • Yilmaz I, Yuksek AG (2008) An example of artificial neural network application for indirect estimation of rock parameters. Rock Mech Rock Eng 41: 781-795.
    • (2008) Rock Mech Rock Eng , vol.41 , pp. 781-795
    • Yilmaz, I.1    Yuksek, A.G.2
  • 58
    • 34248666540 scopus 로고
    • Fuzzy sets
    • Zadeh LA (1965) Fuzzy sets. Inf Control 8: 338-353.
    • (1965) Inf Control , vol.8 , pp. 338-353
    • Zadeh, L.A.1


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