Prediction model of limestone rock mass quality, using seismic wave velocity (Case study: Sarvak formation in Bakhtiari dam site)
Subject Areas :
Mineralogy
Mehdi Kianpour
1
,
Seyed Mahmoud Fatemi Aghda
2
,
مهدی تلخابلو
3
1 - Faculty of Erath Science, Kharazmi University, Tehran, Iran
2 - Faculty of Erath Science, Kharazmi University, Tehran, Iran
3 - ایران، تهران، دانشگاه خوارزمی، دانشکده علوم زمین
Received: 2018-08-12
Accepted : 2019-07-02
Published : 2019-10-01
Keywords:
References:
Alvarez-Grima M, Babuska R (1999) Fuzzy model for the prediction of unconfined compressive strength of rock samples. International Journal of Rock Mechanics and Mining 36: 339–349
Alvarez-Grima M (2000) Neuro-fuzzy modeling in Engineering Geology. A.A. Balkema, Rotterdam, 244pp. Juang, C.H., Lee, D.H., Sheu, C., 1992. Mapping slope failure potential using fuzzy sets, Journal of Geotechnical Engineering ASCE 118 (3): 475–493.
Anon (1979) Classification of rocks and soils for engineering geological mapping, Bulletin of the International Association of Engineering Geology 5: 89-112.
Azwinl N, Saad R, Saidin M, Nordiana MM, Bery AA, Hidayah IN (2015) Combined analysis of 2-D electrical resistivity, seismic refraction and geotechnical investigations for Bukit Bunuh complex crater IOP Conference Series: Earth and Environmental Science 23(1):12-13.
Barton N, Lien R, Lunde, J (1974) Engineering classification of rock masses for the design of tunnel support, Journal Rock Mechanics Engineering 6: 189–236.
Barton N (1991) Geotechnical design, World Tunnelling, pp:410–416.
Barton N (1995) The influence of joint properties in modelling jointed rock masses, Proc. Int. ISRM Congr. on Rock Mech, Tokyo, Japan, T. Fujii ed., A.A. Balkema: Rotterdam, pp:1023–1032.
Barton N (2002) Some new Q-value correlations to assist in site characterization and tunnel design, International Journal of Rock Mechanics and Mining Sciences 39:185– 216.
Barton N (2007) Future directions for rock mass classification and characterization – Towards a cross-disciplinary approach, Oslo, Norway.
Barton N (2008) Bakhtiari Dam & HPP: First site visit report by N.B&A (in Persian).
Bery A, Saad R (2012) Correlation of seismic P-wave velocities with engineering parameters (N value and rock quality) for tropical environmental study, International Journal of Geosciences 3(4): 749-757.
Bery AA, Rosli S (2012) Correlation of Seismic P-Wave Velocities with Engineering Parameters (N Value and Rock Quality) for Tropical Environmental Study. International Journal of Geoscience 3: 749-757.
Bieniawski ZT (1973) Engineering classification of jointed rock masses, Trans S. Afr. Inst. Civil Engineer in South Africa 15:335-344.
Cardarelli E, Marrone C, Orlando L (2006) Evaluation of tunnel stability using integrated geophysical methods. Journal of Applied Geophysics 52: 93-102.
Carrozzo MT, LeucciG, Margiotta S, Mazzone F, Negri S (2008) Integrated geophysical and geological investigations applied to sedimentary rock mass characterization, Lecce, Italy, university of Salento, Department of Science and Material. Annals of Geophysics 51(1): 191-202.
Cheng J, Li L, Yu S, Song Y, Wen Xinglin (2001) Assessing changes in the mechanical condition of rock masses using P-wave computerized tomography, International Journal of Rock Mechanics and Mining Sciences 38: 1065–1070.
Deere DU (1963) Technical Description of Rock Cores for Engineering Purposes, rock mechanic and engineering geology, Journal of Rock Mechanics and Engineering Geology 1:16-22.
Den-Hartog MH, Babuska R, Deketh HJR, Alvarez Grima M, Verhoef PNW, Verbruggen HB (1997) Knowledge-based fuzzy model for performance prediction of a rock-cutting trencher, International Journal of Approximate Reasoning 16:43-66.
Fan LF, Wang LJ, Wu ZJ (2018) Wave transmission across linearly jointed complex rock masses. International Journal of Rock Mechanics and Mining Sciences 112: 193-200.
Feizi F, Ramezanali AK, Mansouri E (2017) Calcic iron skarn prospectively mapping based on fuzzy AHP method, a case study in Varan area, Markazi province, Journal of Geoscience 21: 123-126.
Finol J, Guo YK, Jing XD (2001) A rule based fuzzy model for the prediction of petro physical rock parameters, Journal of Petroleum Science and Engineering 29(2):97–113.
Fisne A, Kuzu C, Hudaverdi T (2010) Prediction of environmental impacts of quarry blasting operation using fuzzy logic, Environmental Monitoring and Assessment. Epub ahead of print. doi: 10.1007/s10661- 010-1470-z.
Cha YH, Kang JS, Jo CH (2006) Application of linear-array microtremor surveys for rock mass classification in urban tunnel design, Exploration Geophysics 37 (1): 108-113.
Cao A, Dou L, Cai W, Gong S, Liu S, Jing G (2015) Case study of seismic hazard assessment in underground coal mining using passive tomography. International Journal of Rock Mechanics and Mining Sciences 78: 1-9.
Ghasemi E, Ataei M, Hashemolhosseini H (2012) Development of a fuzzy model for predicting ground vibration caused by rock blasting in surface mining, Journal of Vibration and Control. doi: 10.1177/1077546312437002.
Ghasemi E, Ataei M, Shahriar K (2011) Prediction of roof fall rate in coal mines using fuzzy logic, Proceedings of the 30th International Conference on Ground Control in Mining, University of West Virginia, Morgantown, WV, 186-191.
Gokceoglu C (2002) A fuzzy triangular chart to predict the uniaxial compressive strength of Ankara agglomerates from their petrographic composition, Engineering Geology 66: 39–51.
Gokceoglu C, Yesilnacar E, Sonmez, H, Kayabasi A (2004) A neuro-fuzzy model for modulus of deformation of jointed rock masses, Journal of Computers and Geotechnics 31(5):375–383.
Grima MA Babuska R (1999) Fuzzy model for the prediction of unconfined compressive strength of rock samples, International Journal of Rock Mechanics and Mining Sciences 36(3):339–349.
Gustafson D, Kessel W (1978) Fuzzy clustering with a fuzzy covariance matrix, In 1978 IEEE conference on decision and control including the 17th symposium on adaptive processes 17:761–766.
Hadipriono F, Sun, K (1990) Angular fuzzy set models for linguistic values, Civil Engineering Systems 7 (3):148–156.
Hemmati-Nourani M, Taheri Moghadder M, Safari M (2017) Classification and assessment of rock mass parameters in Choghart iron mine using P-wave velocity, Journal of Rock Mechanics and Geotechnics Engineering 9:318–328.
Hoek E (1994) Strength of rock and rock masses, ISRM News Journal 2(2):4-16.
Hoek E, Kaiser PK, Bawden WF (1995) Support of underground excavations in hard rock Rotterdam: Balkema.
Hoek E, Brown ET (1997) Practical estimates of rock mass strength, International Journal of Rock Mechanics and Mining 34(8):1165–86.
Iran Water and Power Resourced Development Co, (2007). "Final Report of Rock Mechanics of Bakhtiari Dam (in Persian).
Iran Water and Power Resourced Development Co (2008). Geological Report of Bakhtiyari Dam (in Persian).
Jalalifar H, Mojedifar S, Sahebi AA (2014) Prediction of rock mass rating using fuzzy logic and multi-variable regression model, International Journal of Mining Science and Technology 24:237–2.
Karr CL, Gentry EJ (1993) Fuzzy control of pH using genetic algorithms, IEEE Transaction on Fuzzy Systems 1 (1):46–53.
Kayabasi A, Gokceoglu C, Ercanoglu E (2003) Estimating the deformation modulus of rock masses: a comparative study, International Journal of Rock Mechanics and Mining Sciences 40: 55–63.
Krau F, Giese R, Alexandrakis C, Buske S (2014) Seismic travel-time and attenuation tomography to characterize the excavation damaged zone and the surrounding rock mass of a newly excavated ramp and chamber. International Journal of Rock Mechanics and Mining Sciences 70: 524-532.
Leucci G, Giorgi LD (2006) Experimental studies on the effects of fracture on the P and S wave velocity propagation in sedimentary rock (Calcarenite del Salento), Journal of Engineering Geology 84 (3-4):130-142.
Leucci G, Giorgi LD (2015) 2D and 3D seismic measurements to evaluate the collapse risk of an important prehistoric cave in soft carbonate rock; Open Geosci 84–94.
Lotfizadeh LA (1965) Fuzzy sets, Information and Control 8 (3): 338–353.
Lotfizadeh LA (1972) A rationale for fuzzy control. Journal of Dynamic Systems, Measurement and Control Transaction, ASME 94: 3-4.
Lotfizadeh LA (1973) Outline of a new approach to the analysis of complex systems and decision processes, IEEE Transactions on Systems Man and Cybernetics 3:28–44.
Marinos P, Hoek E (2001) Estimating the geotechnical properties of heterogeneous rock masses such as flysch, Bulletin of the Engineering Geology & the Environment 60: 85-92.
Mosadeghi R, Warnken J, Tomlinson R, Mirfenderesk H (2015) Comparison of Fuzzy-AHP and AHP in a spatial multi-criteria decision-making model for urban land-use planning, Journal of Computers Environment and urban systems 49:54-65.
Sabir Co (2004) Geophysical survey of Bakhtiari dam and power site by using seismic refraction and tomography (in Persian).
Setnes M, Babuska R, Verbruggen HB (1998) Rule-based modeling: precision and transparency, IEEE Transactions on Systems Man and Cybernetics, Part C 28:165–169.
Sonmez H, Gokceoglu C, UlusayR (2003) an application of fuzzy sets to the Geological Strength Index (GSI) system used in rock engineering, Engineering Applications of Artificial Intelligence 16: 251–269.
Sugeno M (1985) Industrial applications of fuzzy control, New York, USA. Elsevier Science Pub. Co 269 pp.
Telford WM, Geldart LP, Sheriff RE (1990) Applied geophysics, Cambridge University Press, Cambridge, UK.
Vilhelm J, Ivankina T, Lokajíček T, Rudajev V (2016) Comparison of laboratory and field measurements of P and S wave velocities of a peridotite rock. International Journal of Rock Mechanics and Mining Sciences. 88: 235-241.
Zafirovski Z, Peševsk I, Papić J (2012) Methodology for extrapolation of rock mass deformability parameters in tunneling, Facta Universitatis Series: Architecture and Civil Engineering 10 (3): 235-244.