메뉴 건너뛰기




Volumn 56, Issue 1, 2008, Pages 97-107

Prediction of ground vibrations resulting from the blasting operations in an open-pit mine by adaptive neuro-fuzzy inference system

Author keywords

ANFIS; Blasting; Open pit; Peak particle velocity

Indexed keywords

BLASTING; CALCITE; EXPLOSIVES; FORECASTING; FUZZY INFERENCE; LATTICE VIBRATIONS; MATHEMATICAL MODELS; MILITARY OPERATIONS; MINING; OPEN PIT MINING; PILE FOUNDATIONS; REGRESSION ANALYSIS; ROAD CONSTRUCTION; SOFT COMPUTING; STATISTICAL METHODS; VELOCITY CONTROL;

EID: 54049113122     PISSN: 09430105     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00254-007-1143-6     Document Type: Article
Times cited : (150)

References (42)
  • 1
    • 8744317013 scopus 로고    scopus 로고
    • Data generation for shear modulus and damping ratio in reinforced sands using adaptive neuro-fuzzy inference system
    • S Akbulut AS Hasiloglu S Pamukcu 2004 Data generation for shear modulus and damping ratio in reinforced sands using adaptive neuro-fuzzy inference system Soil Dyn Earthq Eng 24 805 814
    • (2004) Soil Dyn Earthq Eng , vol.24 , pp. 805-814
    • Akbulut, S.1    Hasiloglu, A.S.2    Pamukcu, S.3
  • 7
    • 0036785198 scopus 로고    scopus 로고
    • A fuzzy triangular chart to predict the uniaxial compressive strength of Ankara agglomerates from their petrographic composition
    • C Gokceoglu 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
  • 8
    • 1242264861 scopus 로고    scopus 로고
    • A fuzzy model to predict the uniaxial compressive strength and the modulus of elasticity of a problematic rock
    • 1
    • C Gokceoglu K Zorlu 2004 A fuzzy model to predict the uniaxial compressive strength and the modulus of elasticity of a problematic rock Eng Appl Artif Intell 17 1 61 72
    • (2004) Eng Appl Artif Intell , vol.17 , pp. 61-72
    • Gokceoglu, C.1    Zorlu, K.2
  • 9
    • 3142656652 scopus 로고    scopus 로고
    • A neuro-fuzzy model for modulus of deformation of jointed rock masses
    • 5
    • C Gokceoglu E Yesilnacar H Sonmez A Kayabasi 2004 A neuro-fuzzy model for modulus of deformation of jointed rock masses Comput Geotech 31 5 375 383
    • (2004) Comput Geotech , vol.31 , pp. 375-383
    • Gokceoglu, C.1    Yesilnacar, E.2    Sonmez, H.3    Kayabasi, A.4
  • 12
    • 0032768798 scopus 로고    scopus 로고
    • Fuzzy model for the prediction of unconfined compressive strength of rock samples
    • 3
    • MA Grima R Babuska 1999 Fuzzy model for the prediction of unconfined compressive strength of rock samples Int J Rock Mech Min Sci 36 3 339 349
    • (1999) Int J Rock Mech Min Sci , vol.36 , pp. 339-349
    • Grima, M.A.1    Babuska, R.2
  • 14
    • 0036174317 scopus 로고    scopus 로고
    • Post-construction settlement of rockfill dams analyzed via adaptive network-based fuzzy inference systems
    • 3
    • G Habibagahi 2002 Post-construction settlement of rockfill dams analyzed via adaptive network-based fuzzy inference systems Comput Geotech 29 3 211 233
    • (2002) Comput Geotech , vol.29 , pp. 211-233
    • Habibagahi, G.1
  • 16
    • 0027601884 scopus 로고
    • Anfis: Adaptive-network-based fuzzy inference system
    • RJS Jang 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, R.J.S.1
  • 18
    • 0036487914 scopus 로고    scopus 로고
    • Analysis of ground vibrations caused by bench blasting at can open-pit lignite mine in Turkey
    • 6
    • A Kahriman 2002 Analysis of ground vibrations caused by bench blasting at can open-pit lignite mine in Turkey Environ Geol 41 6 653 661
    • (2002) Environ Geol , vol.41 , pp. 653-661
    • Kahriman, A.1
  • 19
    • 33746867436 scopus 로고    scopus 로고
    • Environmental impacts of bench blasting at Hisarcik Boron open pit mine in Turkey
    • 7
    • A Kahriman U Ozer M Aksoy A Karadogan G Tuncer 2006 Environmental impacts of bench blasting at Hisarcik Boron open pit mine in Turkey Environ Geol 50 7 1015 1023
    • (2006) Environ Geol , vol.50 , pp. 1015-1023
    • Kahriman, A.1    Ozer, U.2    Aksoy, M.3    Karadogan, A.4    Tuncer, G.5
  • 20
    • 33644521720 scopus 로고    scopus 로고
    • Prediction of blast induced ground vibrations and frequency in opencast mine: A neural network approach
    • 4-5
    • M Khandelwal TN Singh 2006 Prediction of blast induced ground vibrations and frequency in opencast mine: a neural network approach J Sound Vibr 289 4-5 711 725
    • (2006) J Sound Vibr , vol.289 , pp. 711-725
    • Khandelwal, M.1    Singh, T.N.2
  • 21
    • 33750492296 scopus 로고    scopus 로고
    • Evaluation of blast-induced ground vibration predictors
    • 2
    • M Khandelwal TN Singh 2007 Evaluation of blast-induced ground vibration predictors Soil Dyn Earthq Eng 27 2 116 125
    • (2007) Soil Dyn Earthq Eng , vol.27 , pp. 116-125
    • Khandelwal, M.1    Singh, T.N.2
  • 22
    • 23044459648 scopus 로고    scopus 로고
    • Suspended sediment estimation using neuro-fuzzy and neural network approaches
    • 4
    • O Kisi 2005 Suspended sediment estimation using neuro-fuzzy and neural network approaches Hydrol Sci J 50 4 683 696
    • (2005) Hydrol Sci J , vol.50 , pp. 683-696
    • Kisi, O.1
  • 23
    • 23744448406 scopus 로고    scopus 로고
    • An assessment of environmental impacts of quarry-blasting operation: A case study in Istanbul, Turkey
    • 2
    • C Kuzu H Ergin 2005 An assessment of environmental impacts of quarry-blasting operation: a case study in Istanbul, Turkey Environ Geol 48 2 211 217
    • (2005) Environ Geol , vol.48 , pp. 211-217
    • Kuzu, C.1    Ergin, H.2
  • 25
    • 17444389633 scopus 로고    scopus 로고
    • Underground blast induced ground shock and its modelling using artificial neural network
    • Y Lu 2005 Underground blast induced ground shock and its modelling using artificial neural network Comput Geotech 32 164 178
    • (2005) Comput Geotech , vol.32 , pp. 164-178
    • Lu, Y.1
  • 27
    • 35148813658 scopus 로고    scopus 로고
    • A re-evaluation of the Eskisehir fault zone as a recent extensional structure in NW Turkey
    • F Ocakoglu 2007 A re-evaluation of the Eskisehir fault zone as a recent extensional structure in NW Turkey J Asian Earth Sci 31 91 103
    • (2007) J Asian Earth Sci , vol.31 , pp. 91-103
    • Ocakoglu, F.1
  • 28
    • 43349093248 scopus 로고    scopus 로고
    • The analysis of ground vibrations induced by bench blasting at Akyol quarry and practical blasting charts
    • doi: 10.1007/s00254-007-0859-7
    • Ozer U, Kahriman A, Aksoy M, Adiguzel D, Karadogan A (2007) The analysis of ground vibrations induced by bench blasting at Akyol quarry and practical blasting charts. Environ Geol. doi: 10.1007/s00254-007-0859-7
    • (2007) Environ Geol
    • Ozer, U.1    Kahriman, A.2    Aksoy, M.3    Adiguzel, D.4    Karadogan, A.5
  • 29
    • 26844474217 scopus 로고    scopus 로고
    • A hybrid neuro-fuzzy model for mineral potential mapping
    • 7
    • A Porwal EJM Carranza M Hale 2004 A hybrid neuro-fuzzy model for mineral potential mapping Math Geol 36 7 803 826
    • (2004) Math Geol , vol.36 , pp. 803-826
    • Porwal, A.1    Carranza, E.J.M.2    Hale, M.3
  • 31
    • 0025920169 scopus 로고
    • Vibration control in an opencast mine based on improved blast vibration predictors
    • PP Roy 1991 Vibration control in an opencast mine based on improved blast vibration predictors Min Sci Technol 12 157 165
    • (1991) Min Sci Technol , vol.12 , pp. 157-165
    • Roy, P.P.1
  • 33
    • 19644392297 scopus 로고    scopus 로고
    • Artificial neural network approach for prediction and control of ground vibrations in mines
    • 4
    • TN Singh 2004 Artificial neural network approach for prediction and control of ground vibrations in mines Min Technol (Trans Inst Min Metall A) 113 4 A251 A256
    • (2004) Min Technol (Trans Inst Min Metall A) , vol.113
    • Singh, T.N.1
  • 34
    • 17844387840 scopus 로고    scopus 로고
    • An intelligent approach to prediction and control ground vibration in mines
    • 3
    • TN Singh V Singh 2005 An intelligent approach to prediction and control ground vibration in mines Geotech Geol Eng 23 3 249 262
    • (2005) Geotech Geol Eng , vol.23 , pp. 249-262
    • Singh, T.N.1    Singh, V.2
  • 36
    • 12844265599 scopus 로고    scopus 로고
    • Responses of roof and pillars of underground coal mines to vibration induced by adjacent open-pit blasting
    • 2
    • PK Singh MP Roy RK Singh 2005 Responses of roof and pillars of underground coal mines to vibration induced by adjacent open-pit blasting Environ Geol 47 2 205 214
    • (2005) Environ Geol , vol.47 , pp. 205-214
    • Singh, P.K.1    Roy, M.P.2    Singh, R.K.3
  • 38
    • 33747873778 scopus 로고    scopus 로고
    • A comparative study of ANN and Neuro-fuzzy for the prediction of dynamic constant of rockmass
    • 1
    • TN Singh R Kanchan AK Verma K Saigal 2005 A comparative study of ANN and Neuro-fuzzy for the prediction of dynamic constant of rockmass J Earth Syst Sci 114 1 75 86
    • (2005) J Earth Syst Sci , vol.114 , pp. 75-86
    • Singh, T.N.1    Kanchan, R.2    Verma, A.K.3    Saigal, K.4
  • 39
    • 12844266377 scopus 로고    scopus 로고
    • Slake durability study of shaly rock and its predictions
    • 2
    • TN Singh AK Verma V Singh A Sahu 2005 Slake durability study of shaly rock and its predictions Environ Geol 47 2 246 253
    • (2005) Environ Geol , vol.47 , pp. 246-253
    • Singh, T.N.1    Verma, A.K.2    Singh, V.3    Sahu, A.4
  • 40
    • 33745699214 scopus 로고    scopus 로고
    • Evolution of effective charge weight per delay for prediction of ground vibrations generated from blasting in a limestone mine
    • 1
    • PK Singh AK Sirveiya KN Babu MP Roy CV Singh 2006 Evolution of effective charge weight per delay for prediction of ground vibrations generated from blasting in a limestone mine Int J Min Reclam Environ 20 1 4 19
    • (2006) Int J Min Reclam Environ , vol.20 , pp. 4-19
    • Singh, P.K.1    Sirveiya, A.K.2    Babu, K.N.3    Roy, M.P.4    Singh, C.V.5
  • 41
    • 33644891019 scopus 로고    scopus 로고
    • Modelling electrical conductivity of groundwater using an adaptive neuro-fuzzy inference system
    • B Tutmez Z Hatipoglu U Kaymak 2006 Modelling electrical conductivity of groundwater using an adaptive neuro-fuzzy inference system Comput Geosci 32 421 433
    • (2006) Comput Geosci , vol.32 , pp. 421-433
    • Tutmez, B.1    Hatipoglu, Z.2    Kaymak, U.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.