메뉴 건너뛰기




Volumn 26, Issue 1, 2011, Pages 46-50

Prediction of blast-induced ground vibration using artificial neural networks

Author keywords

Artificial neural network; Blasting; Ground vibration

Indexed keywords

ARTIFICIAL NEURAL NETWORK; COEFFICIENT OF DETERMINATION; DATA SETS; EFFECTIVE PARAMETERS; FEEDFORWARD BACKPROPAGATION; GROUND VIBRATION; HOLE DEPTH; INPUT PARAMETER; MODEL MAXIMUM; MONITORING POINTS; OUTPUT PARAMETERS; PEAK PARTICLE VELOCITIES; STATISTICAL MODELS; TRAINING AND TESTING;

EID: 78349307228     PISSN: 08867798     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.tust.2010.05.002     Document Type: Article
Times cited : (203)

References (31)
  • 3
    • 78349304879 scopus 로고
    • Bureau of Indian Standard, Criteria for safety and design of structures subjected to underground blast. ISI Bulletin IS-6922.
    • Bureau of Indian Standard, 1973. Criteria for safety and design of structures subjected to underground blast. ISI Bulletin IS-6922.
    • (1973)
  • 4
    • 11044230514 scopus 로고    scopus 로고
    • Analysis of ground vibration caused by open pit production blast. In: Holmberg (Ed.), Explosive and Blasting Technique, Balkema,
    • Cheng, G., Huang, S.L., 2000. Analysis of ground vibration caused by open pit production blast. In: Holmberg (Ed.), Explosive and Blasting Technique, Balkema, pp. 63-70.
    • (2000) , pp. 63-70
    • Cheng, G.1    Huang, S.L.2
  • 6
    • 33645174269 scopus 로고
    • Review of criteria for estimating damage to residences fromblasting vibrations. USBM, RI,
    • Duvall, W.I., Fogleson, D.E., 1962. Review of criteria for estimating damage to residences fromblasting vibrations. USBM, RI, vol. 5968, p. 19.
    • (1962) , vol.5968 , pp. 19
    • Duvall, W.I.1    Fogleson, D.E.2
  • 7
    • 78650440568 scopus 로고
    • Vibrations from blasting at Iowa limestone quarries. USBM, RI,
    • Duvall, W.I., Johnson, C.F., Meyer, A.V.C., 1963. Vibrations from blasting at Iowa limestone quarries. USBM, RI, vol. 6270, p. 28.
    • (1963) , vol.6270 , pp. 28
    • Duvall, W.I.1    Johnson, C.F.2    Meyer, A.V.C.3
  • 8
    • 78349312822 scopus 로고
    • Spherical propagation of explosion generated strain pulses in rock. USBM Report of Investigation 5483,
    • Duvall, W.I., Petkof, B., 1959. Spherical propagation of explosion generated strain pulses in rock. USBM Report of Investigation 5483, p. 21.
    • (1959) , pp. 21
    • Duvall, W.I.1    Petkof, B.2
  • 9
    • 0020621570 scopus 로고
    • A simple new blast vibration predictor. In: Proc. 24th US Symp. Rock Mechanics, Texas, USA,
    • Ghosh, A., Daemen, J.K., 1983. A simple new blast vibration predictor. In: Proc. 24th US Symp. Rock Mechanics, Texas, USA, pp. 151-161.
    • (1983) , pp. 151-161
    • Ghosh, A.1    Daemen, J.K.2
  • 10
    • 78349307882 scopus 로고
    • Rock breakage by explosives. In: Proc. Nat. Symp. Rock Fragmentation, Adelaide,
    • Hagan, T.N., 1973. Rock breakage by explosives. In: Proc. Nat. Symp. Rock Fragmentation, Adelaide, pp. 1-17.
    • (1973) , pp. 1-17
    • Hagan, T.N.1
  • 11
    • 44949093321 scopus 로고    scopus 로고
    • The effect of discontinuity frequency on ground vibrations produced from bench blasting: a case study
    • Hakan A.K., Konuk A. The effect of discontinuity frequency on ground vibrations produced from bench blasting: a case study. Soil Dyn. Earthq. Eng. 2008, 28:686-694.
    • (2008) Soil Dyn. Earthq. Eng. , vol.28 , pp. 686-694
    • Hakan, A.K.1    Konuk, A.2
  • 12
    • 0017959095 scopus 로고
    • ISRM, Suggested method for determining sound velocity. Int. J. Rock Mech. Mining Sci. Geomech. Abst. 15, A100.
    • ISRM, 1978. Suggested method for determining sound velocity. Int. J. Rock Mech. Mining Sci. Geomech. Abst. 15, A100.
    • (1978)
  • 13
    • 29244452242 scopus 로고
    • Suggested method for blast vibration monitoring
    • ISRM
    • ISRM Suggested method for blast vibration monitoring. Int. J. Rock Mech. Mining Sci. Geomech. Abst. 1992, 29:145-146.
    • (1992) Int. J. Rock Mech. Mining Sci. Geomech. Abst. , vol.29 , pp. 145-146
  • 14
    • 33644521720 scopus 로고    scopus 로고
    • Prediction of blast induced ground vibrations and frequency in opencast mine - a neural network approach
    • Khandelwal M., Singh T.N. Prediction of blast induced ground vibrations and frequency in opencast mine - a neural network approach. J. Sound Vibr. 2006, 289:711-725.
    • (2006) J. Sound Vibr. , vol.289 , pp. 711-725
    • Khandelwal, M.1    Singh, T.N.2
  • 15
    • 33750492296 scopus 로고    scopus 로고
    • Evaluation of blast-induced ground vibration predictors
    • Khandelwal M., Singh T.N. Evaluation of blast-induced ground vibration predictors. Soil Dyn. Earthq. Eng. 2007, 27:116-125.
    • (2007) Soil Dyn. Earthq. Eng. , vol.27 , pp. 116-125
    • Khandelwal, M.1    Singh, T.N.2
  • 16
    • 67649187767 scopus 로고    scopus 로고
    • Prediction of blast induced ground vibration in opencast mine by artificial neural network
    • Khandelwal M., Singh T.N., Kumar S. Prediction of blast induced ground vibration in opencast mine by artificial neural network. Ind. Mining Eng. J. 2005, 44:23-29.
    • (2005) Ind. Mining Eng. J. , vol.44 , pp. 23-29
    • Khandelwal, M.1    Singh, T.N.2    Kumar, S.3
  • 17
    • 79960033327 scopus 로고    scopus 로고
    • Application of soft computing to predict blast-induced ground vibration engineering with computers. doi:10.1007/s00366-009-0157-y
    • Khandelwal, M., Kumar, D.L., Yellishetty, M., 2009. Application of soft computing to predict blast-induced ground vibration engineering with computers. doi:10.1007/s00366-009-0157-y.
    • (2009)
    • Khandelwal, M.1    Kumar, D.L.2    Yellishetty, M.3
  • 20
    • 0001025418 scopus 로고
    • Bayesian Interpolation, Neural Computation,
    • MacKay, D.J.C., 1992. Bayesian Interpolation, Neural Computation, vol. 4, pp. 415-447.
    • (1992) , vol.4 , pp. 415-447
    • MacKay, D.J.C.1
  • 21
    • 0032997179 scopus 로고    scopus 로고
    • Application of neural networks for prediction of the unconfined compressive strength (UCS) from Equotip Hardness
    • Maulenkamp F., Grima M.A. Application of neural networks for prediction of the unconfined compressive strength (UCS) from Equotip Hardness. Int. J. Rock Mech. Mining Sci. 1999, 36:29-39.
    • (1999) Int. J. Rock Mech. Mining Sci. , vol.36 , pp. 29-39
    • Maulenkamp, F.1    Grima, M.A.2
  • 22
    • 78349312004 scopus 로고
    • Quarry Blast Monitoring Technical and Environmental Perspective, Quarry Management,
    • McKenzie, C., 1990. Quarry Blast Monitoring Technical and Environmental Perspective, Quarry Management, pp. 23-29.
    • (1990) , pp. 23-29
    • McKenzie, C.1
  • 23
    • 85042618424 scopus 로고    scopus 로고
    • Artificial neural network for prediction and control of blasting vibrations in Assiut (Egypt) limestone quarry
    • Mohamed M.T. Artificial neural network for prediction and control of blasting vibrations in Assiut (Egypt) limestone quarry. Int. J. Rock Mech. Mining Sci. 2009, 46:426-431.
    • (2009) Int. J. Rock Mech. Mining Sci. , vol.46 , pp. 426-431
    • Mohamed, M.T.1
  • 24
    • 77649342232 scopus 로고    scopus 로고
    • Simultaneous prediction of fragmentation and flyrock in blasting operation using artificial neural networks
    • Monjezi M., Bahrami A., Yazdian A. Simultaneous prediction of fragmentation and flyrock in blasting operation using artificial neural networks. Int. J. Rock Mech. Mining Sci. 2009, 47:476-480.
    • (2009) Int. J. Rock Mech. Mining Sci. , vol.47 , pp. 476-480
    • Monjezi, M.1    Bahrami, A.2    Yazdian, A.3
  • 25
    • 84922685100 scopus 로고    scopus 로고
    • Prediction and controlling of flyrock in blasting operation using artificial neural network. Arab. J. Geosci. doi:10.1007/s12517-009-0091-8
    • Monjezi, M, Bahrami, A., Yazdian, A., Sayadi, A.R., 2009. Prediction and controlling of flyrock in blasting operation using artificial neural network. Arab. J. Geosci. doi:10.1007/s12517-009-0091-8.
    • (2009)
    • Monjezi, M.1    Bahrami, A.2    Yazdian, A.3    Sayadi, A.R.4
  • 26
    • 30044435527 scopus 로고    scopus 로고
    • Prediction of tunneling-induced ground movement with the multi-layer perception
    • Neaupane K.M., Adhikari N.R. Prediction of tunneling-induced ground movement with the multi-layer perception. Tunn. Undergr. Space Technol. 2006, 21:151-159.
    • (2006) Tunn. Undergr. Space Technol. , vol.21 , pp. 151-159
    • Neaupane, K.M.1    Adhikari, N.R.2
  • 27
    • 0027561346 scopus 로고
    • Putting ground vibration predictors into practice
    • Pal Roy P. Putting ground vibration predictors into practice. Colliery Guardian 1993, 241:63-67.
    • (1993) Colliery Guardian , vol.241 , pp. 63-67
    • Pal Roy, P.1
  • 29
    • 17844387840 scopus 로고    scopus 로고
    • An intelligent approach to prediction and control ground vibration in mines
    • Singh T.N., Singh V. An intelligent approach to prediction and control ground vibration in mines. Geotechnol. Geol. Eng. 2005, 23:249-262.
    • (2005) Geotechnol. Geol. Eng. , vol.23 , pp. 249-262
    • Singh, T.N.1    Singh, V.2
  • 30
    • 1642538202 scopus 로고    scopus 로고
    • Prediction of P-wave velocity and anisotropic properties of rock using Artificial Neural Networks technique
    • Singh T.N., Kanchan R., Saigal K., Verma A.K. Prediction of P-wave velocity and anisotropic properties of rock using Artificial Neural Networks technique. J. Sci. Ind. Res. 2004, 63:32-38.
    • (2004) J. Sci. Ind. Res. , vol.63 , pp. 32-38
    • Singh, T.N.1    Kanchan, R.2    Saigal, K.3    Verma, A.K.4
  • 31
    • 0031246162 scopus 로고    scopus 로고
    • A hierarchical analysis for rock engineering using artificial neural networks
    • Yang Y., Zang O. A hierarchical analysis for rock engineering using artificial neural networks. Rock Mech. Rock Eng. 1997, 30:207-222.
    • (1997) Rock Mech. Rock Eng. , vol.30 , pp. 207-222
    • Yang, Y.1    Zang, O.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.