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Experimental Investigation of the Peak Shear Strength Criterion Based on Three-Dimensional Surface Description

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Abstract

The three-dimensional (3D) morphology of joints is enormously important for the shear mechanical properties of rock. In this study, three-dimensional morphology scanning tests and direct shear tests are conducted to establish a new peak shear strength criterion. The test results show that (1) surface morphology and normal stress exert significant effects on peak shear strength and distribution of the damage area. (2) The damage area is located at the steepest zone facing the shear direction; as the normal stress increases, it extends from the steepest zone toward a less steep zone. Via mechanical analysis, a new formula for the apparent dip angle is developed. The influence of the apparent dip angle and the average joint height on the potential contact area is discussed, respectively. A new peak shear strength criterion, mainly applicable to specimens under compression, is established by using new roughness parameters and taking the effects of normal stress and the rock mechanical properties into account. A comparison of this newly established model with the JRC–JCS model and the Grasselli’s model shows that the new one could apparently improve the fitting effect. Compared with earlier models, the new model is simpler and more precise. All the parameters in the new model have clear physical meanings and can be directly determined from the scanned data. In addition, the indexes used in the new model are more rational.

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Abbreviations

\(\sigma_{\text{t}}\) :

Tensile strength of the intact material (MPa)

\(\sigma_{\text{c}}\) :

Uniaxial compressive strength of the intact material (MPa)

\(\varphi_{\text{b}}\) :

Basic friction angle (°)

n :

Outward normal vector of the triangle element

n 1 :

The projection vector of n

n 0 :

Outward normal vector of the shear plane

S :

The shear vector

\(\alpha\) :

The angle between n 1 and S (°)

\(\theta\) :

Dip angle of the triangle element (°)

\(\tau\) :

Shear stress applied by the testing machine (MPa)

\(\tau^{\prime}\) :

Shear stress acting on asperity (MPa)

\(\tau_{\text{p}}\) :

Peak shear strength (MPa)

\(\sigma_{\text{n}}\) :

Normal stress (MPa)

\(\sigma_{\text{j}}\) :

Normal stress acting on the joint plane (MPa)

\(\tau_{\text{j}}\) :

Shear stress along the joint plane (MPa)

A :

Total areas (mm2)

A contact :

Total areas in contact before direct shear test (mm2)

A shear :

Total areas facing the shear direction (mm2)

\(A_{{\theta^{ * } }}^{ + }\) :

Ratio between A contact and A shear

\(A_{{\theta^{ * } }}\) :

Ratio between A contact and A

\(A_{0}\) :

Ratio between A shear and A

\(\theta^{ * }\) :

Apparent dip angle (°)

\(\bar{\theta }^{ * }\) :

Characteristics angle (°)

\(\theta_{\rm max }^{ * }\) :

Maximum apparent dip angle (°)

n :

Roughness parameter characterizing the distribution of apparent dip angles over the joint surface defined by this paper

C :

Roughness parameter characterizing the distribution of apparent dip angles raised by Grasselli

h :

Average joint height (mm)

i :

Dilatancy angle (°)

i p :

Peak dilatancy angle (°)

i o :

Initial dilatancy angle (°)

\(\delta\) :

Estimation error

\(\delta_{\text{ave}}\) :

Average estimation error

\(\tau_{\text{measured}}\) :

Measured peak shear strength (MPa)

\(\tau_{\text{calculated}}\) :

Calculated peak shear strength (MPa)

JRC:

Joint roughness coefficient

JMC:

Joint matching coefficient

JCS:

Joint wall compressive strength (MPa)

\(L_{n}\) :

Real scale (mm)

\(L_{o}\) :

Standard scale (mm)

\({\text{JRC}}_{n}\) :

JRC value on real scale

\({\text{JRC}}_{o}\) :

JRC value on standard scale

\(j\) :

Number of profiles

\({\text{JRC}}_{\text{ave}}\) :

Average value of \({\text{JRC}}_{n}\)

\(\beta\) :

Angle between schistosity plane and plane normal to the joint (°)

References

  • Akçin NA, Müeftüeouglu YV, Bacs N (1994) Prediction of drilling performance for electro-hydraulic percussive drills. In: International symposium, mine planning and equipment selection, pp 483–488

  • Bagde MN (2000) An investigation into strength and porous properties of metamorphic rocks in the Himalayas: a case study. Geotech Geol Eng 18(3):209–219

    Article  Google Scholar 

  • Bandis S, Lumsden AC, Barton NR (1983) Fundamentals of rock joint deformation. Int J Rock Mech Min Sci Geomech Abstr 20(6):249–268

    Article  Google Scholar 

  • Barton N (1973) Review of a new shear-strength criterion for rock joints. Eng Geol 7:287–332

    Article  Google Scholar 

  • Barton N (1976) The shear strength of rock and rock joints. Int J Rock Mech Min Sci Geomech Abstr 13:255–279

    Article  Google Scholar 

  • Barton NR, Bandis S (1990) Review of predictive capabilities of JRC–JCS model in engineering practice. In: Rock joints; proceedings of the international symposium on rock joints, pp 603–610

  • Balci C, Bilgin N (2005) Mekanize Kazı Makinalarının Seçiminde Küçük ve tam boyutlu kazı deneylerinin Karşılaştırılması. İTÜ dergisi 4:76–86 (in Turkish)

    Google Scholar 

  • Barton N, Choubey V (1977) The shear strength of rock joints in theory and practice. Rock Mech Rock Eng 10:1–54

    Article  Google Scholar 

  • Barton N, Bandis S, Bakhtar K (1985) Strength, deformation and conductivity coupling of rock joints. Int J Rock Mech Min Sci Geomech Abstr 22:121–140

    Article  Google Scholar 

  • Belem T, Homand-Etienne F, Souley M (2000) Quantitative parameters for rock joint surface roughness. Rock Mech Rock Eng 33:217–242

    Article  Google Scholar 

  • Belem T, Souley M, Homand F (2009) Method for quantification of wear of sheared joint walls based on surface morphology. Rock Mech Rock Eng 42:883–910

    Article  Google Scholar 

  • Bell FG, Jermy CA (2000) The geotechnical character of some South African dolerites, especially their strength and durability. Q J Eng GeolHydrogeol 33:59–76

    Article  Google Scholar 

  • Bell FG, Jermy CA (2002) A geomechanical survey of some different facies in relation to stability at a mine in the Eastern Transvaal Coalfield. South Africa Eng Geol 64:19–39

    Google Scholar 

  • Betournay MC, Gorski B, Labrie D, Jackson R, Gyenge M (1991) New considerations in the determination of Hoek and Brown material constants. In: Proceedings of the 7th ISRM Congress. Rotterdam: A. A. Balkema, Aachen, Germany, pp 195–200

  • Bilgin N, Copur H, Balci C (2012) Effect of replacing disc cutters with chisel tools on performance of a TBM in difficult ground conditions. Tunn Undergr Space Technol 27:41–51

    Article  Google Scholar 

  • Blanton TL (1981) Effect of strain rates from 10−2, to 10 sec−1, in triaxial compression tests on three rocks. Int J Rock Mech Min Sci Geomech Abstr 18(1):47–62

    Article  Google Scholar 

  • Börner K, Hill D (2010) Große Enzyklopädie der Steine: Die Naturstein-Datenbank. CD-ROM. Abraxas Verlag GmbH

  • Brace WF, Iii RJM (1968) A test of the law of effective stress for crystalline rocks of low porosity. Int J Rock Mech Min Sci Geomech Abstr 5(5):415–426

    Article  Google Scholar 

  • Buyuksagis IS, Goktan RM (2005) Investigation of marble machining performance using an instru-mented block-cutter. J Mater Process Technol 169:258–262

    Article  Google Scholar 

  • Carter BJ, Scott Duncan EJ, Lajtai EZ (1991) Fitting strength criteria to intact rock. Geotech Geol Eng 9:73–81

    Article  Google Scholar 

  • Cho JW, Kim H, Jeon S, Min KB (2012) Deformation and strength anisotropy of Asan gneiss, Boryeong shale, and Yeoncheon schist. Int J Rock Mech Min Sci 50:158–169

    Article  Google Scholar 

  • Cottrell B (2009) Updates to the GG-shear strength criterion. Dissertation, University of Toronto

  • Cottrell B, Tatone BSA, Grasselli G (2010) Joint replica shear testing and roughness degradation measurement. In: Eurock 2010; rock mechanics in civil and environmental engineering, pp 207–210

  • Dayre M, Giraud A (1986) Mechanical properties of granodiorite from laboratory tests. Eng Geol 23:109–124

    Article  Google Scholar 

  • Demou SG, Olson RC, Wingquist CF (1983). Determination of bit forces encountered in hard rock cutting for application to continuous miner design. Minneapolis Mn U.S. Department of the Interior Bureau of Mines Ri

  • Dong HK, Gratchev I, Hein M et al (2016) The application of normal stress reduction function in tilt tests for different block shapes. Rock Mech Rock Eng 49(8):1–14

    Google Scholar 

  • Efimov VP (2009) The rock strength in different tension conditions. J Min Sci 45:569–575

    Article  Google Scholar 

  • Ersoy A, Waller MD (1995) Prediction of drill-bit performance using multi-variable linear regression analysis. Transactions of the Institution of Mining & Metallurgy

  • Ersoy A, Atıcı U (2004) Performance characteristics of circular diamond saws in cutting different types of rocks. Diam Relat Mater 13:22–37

    Article  Google Scholar 

  • Fereshtenejad S, Song JJ (2016) Fundamental study on applicability of powder-based 3D printer for physical modeling in rock mechanics. Rock Mech Rock Eng 49(6):2065–2074

    Article  Google Scholar 

  • Fjær E, Holt RM, Raaen AM, Risnes R, Horsrud P (2008) Petroleum related rock mechanics, vol 53, 2nd edn. Developments in Petroleum Science. Elsevier, Amsterdam, p 491

    Google Scholar 

  • Friedman M, Perkins RD, Green SJ (1970) Observation of brittle-deformation features at the maximum stress of westerly granite and solenhofen limestone. Int J Rock Mech Min Sci Geomech Abstr 7(3):297–302

    Article  Google Scholar 

  • Gadelmawla ES, Koura MM, Maksoud TMA, Elewa IM, Soliman HH (2002) Roughness parameters. J Mater Process Technol 123:133–145

    Article  Google Scholar 

  • Gertsch R, Gertsch L, Rostami J (2007) Disc cutting tests in Colorado Red Granite: implications for TBM performance prediction. Int J Rock Mech Min Sci 44:238–246

    Article  Google Scholar 

  • Ghazvinian E (2010) Modelling and testing strategies for brittle fracture simulation in crystalline rock samples. Dissertation, Queen’s University

  • Gnirk PF, Cheatham JB (1963) Indentation experiments on dry rocks under pressure. J Petrol Technol 15:1031–1039

    Article  Google Scholar 

  • Gnirk PF, Cheatham JB (1965) An experimental study of single bit-tooth penetration into dry rock at confining pressures 0 to 5,000 psi. Soc Petrol Eng J 5(2):117–130

    Article  Google Scholar 

  • Goodman RE, Taylor RL, Brekke TL (1968) A model for the mechanics of jointed rocks. J Soil Mech Found Div 94:637–659

    Google Scholar 

  • Grasselli G (2001) Shear strength of rock joints based on quantified surface description. Dissertation, Swiss Federal Institute of Technology

  • Grasselli G, Egger P (2003) Constitutive law for the shear strength of rock joints based on three-dimensional surface parameters. Int J Rock Mech Min Sci 40:25–40

    Article  Google Scholar 

  • Howarth DF, Rowlands JC (1987) Quantitative assessment of rock texture and correlation with drillability and strength properties. Rock Mech Rock Eng 20:57–85

    Article  Google Scholar 

  • Huang SL, Wang ZW (1997) The mechanics of diamond core drilling of rocks. Int J Rock Mech Min Sci 34:134.e1–134.e14

    Google Scholar 

  • Hungr O, Coates DF (1978) Deformability of joints and its relation to rock foundation settlement. Can Geotech J 15(2):239–249

    Article  Google Scholar 

  • Janach W (1976) The role of bulking in brittle failure of rocks under rapid compression. Int J Rock Mech Min Sci Geomech Abstr 13(6):177–186

    Article  Google Scholar 

  • Jang HS, Kang SS, Jang BA (2014) Determination of joint roughness coefficients using roughness parameters. Rock Mech Rock Eng 47:2061–2073

    Article  Google Scholar 

  • Jennings M, Wright D (1989) Guidelines for sawing stone. Ind Diamond Rev 49:70–75

    Google Scholar 

  • Jiang C, Zhao GF (2015) A preliminary study of 3D printing on rock mechanics. Rock Mech Rock Eng 48(3):1041–1050

    Article  Google Scholar 

  • Jiang C, Zhao GF, Zhu J et al (2016a) Investigation of dynamic crack coalescence using a gypsum-like 3D printing material. Rock Mech Rock Eng 49(10):1–16

    Article  Google Scholar 

  • Jiang Q, Feng X, Gong Y et al (2016b) Reverse modelling of natural rock joints using 3D scanning and 3D printing. Comput Geotech 73:210–220

    Article  Google Scholar 

  • Jing L (1990) Numerical modeling of jointed rock masses by distinct element method for two, and three dimensional problems. Dissertation, Lulea University of Technology

  • Ju Y, Xie H, Zheng Z et al (2014) Visualization of the complex structure and stress field inside rock by means of 3D printing technology. Chin Sci Bull 59(36):5354–5365

    Article  Google Scholar 

  • Ju Y, Wang L, Xie H et al (2017) Visualization and transparentization of the structure and stress field of aggregated geomaterials through 3D printing and photoelastic techniques. Rock Mech Rock Eng 50(6):1383–1407

    Article  Google Scholar 

  • Kahraman S, Balcı C, Yazıcı S, Bilgin N (2000) Prediction of the penetration rate of rotary blast hole drills using a new drillability index. Int J Rock Mech Min Sci 37:729–743

    Article  Google Scholar 

  • Kahraman S, Bilgin N, Feridunoglu C (2003) Dominant rock properties affecting the penetration rate of percussive drills. Int J Rock Mech Min Sci 40:711–723

    Article  Google Scholar 

  • Kahraman S, Fener M, Kozman E (2012) Predicting the compressive and tensile strength of rocks from indentation hardness index. J South Afr Inst Min Metall 112:331–339

    Google Scholar 

  • Kılıç A, Teymen A (2008) Determination of mechanical properties of rocks using simple methods. Bull Eng Geol Env 67:237–244

    Article  Google Scholar 

  • Kim SJ (2010) An experimental investigation of the effect of blasting on the impact breakage of rocks. Dissertation, Queen’s University

  • Kimura T, Esaki T (1995) A new model for the shear strength of rock joints with irregular surfaces. Mech Jt Faulted Rock Rossmanith: Vienna: 133–8

  • Kwasniewski M (1983) Deformational and strength properties of the three structual varieties of carboniferous sandstones. In: Proceedings of the 5th ISRM Congress, Melbourne, Australia, pp A105–A115

  • Ladanyi B, Archambault G (1969) Simulation of shear behavior of a jointed rock mass. Ussymp Rock Mech 20:2359–2365

    Google Scholar 

  • Lawi K (1976) Fundamental studies of fluid flow through a single fracture. Dissertation, University of California

  • Li Y, Zhang Y, Li Y, Zhang Y (2015) Quantitative estimation of joint roughness coefficient using statistical parameters. Int J Rock Mech Min Sci 77:27–35

    Google Scholar 

  • Maerz NH, Franklin JA, Bennett CP (1990) Joint roughness measurement using shadow profilometry. Int J Rock Mech Min Sci Geomech Abstr 27:329–343

    Article  Google Scholar 

  • Mahabadi OK (2012) Investigating the influence of micro-scale heterogeneity and microstructure on the failure and mechanical behaviour of geomaterials. Dissertation, University of Toronto

  • Maksimović M (1992) New description of the shear strength for rock joints. Rock Mech Rock Eng 25:275–284

    Article  Google Scholar 

  • Martin CD (1993) The strength of massive Lac du Bonnet granite around underground openings. Dissertation, University of Manitoba

  • Martin CD (1993) The strength of massive Lac du Bonnet granite around underground openings. Dissertation, University of Manitoba

  • Masuda K, Mizutani H, Yamada I (1987) Experimental study of strain-rate dependence and pressure dependence of failure properties of granite. J Phys Earth 35(1):37–66

    Article  Google Scholar 

  • McFeat-Smith I, Fowell RJ (1977) Correlation of rock properties and tunnel machine performance. In: Proceedings of a conference on rock engineering, University of Newcastle Upon Tyne, pp 581–602

  • Morales Demarco M, Oyhantçabal P, Stein KJ, Siegesmund S (2011) Black dimensional stones: geology, technical properties and deposit characterization of the dolerites from Uruguay. Environ Earth Sci 63:1879–1909

    Article  Google Scholar 

  • Nuri TM, Ali ANY, Ali ANY (2012) Correlation study between point load test and uniaxial compressive strength and tensile strength of some sedimentary rocks in Mosul City. Eng Technol J 30:155–166

    Google Scholar 

  • Olsson WA (1991) The compressive strength of tuff as a function of strain rate from 10−6, to 103/s. Int J Rock Mech Min Sci Geomech Abstr 28(1):115–118

    Article  Google Scholar 

  • Patton FD (1966) Multiple modes of shear failure in rock. In: Proceeding of the congress of international society of rock mechanics, pp 509–513

  • Reddish DJ, Yasar E (1996) A new portable rock strength index test based on specific energy of drilling. Int J Rock Mech Min Sci Geomech Abstr 33:543–548

    Article  Google Scholar 

  • Rostami J (1992) Design optimization, performance prediction and economic analysis of tunnel boring machines for the construction of the proposed yucca mountain nuclear waste repository. Dissertation, Colorado School of Mines

  • Roxborough FF, Phillips HR (1975) Rock excavation by disc cutter. Int J Rock Mech Min Sci Geomech Abstr 12:361–366

    Article  Google Scholar 

  • Schmidt RL (1972) Drillability studies: percussive drilling in the field. Report of investigations 7684, U.S. Dept. of Interior, Bureau of Mines

  • Schneider HJ (1976) The friction and deformation behaviour of rock joints. Rock Mech Rock Eng 8:169–184

    Article  Google Scholar 

  • Schwartz AE (1964) Failure of rock in the triaxial shear test. In: Proceedings of the 6th U.S symposium on rock mechanics, american rock mechanics association, Rolla, Missouri, pp 109–151

  • Sheorey PR (1997) Empirical rock failure criteria. A. A. Balkema, Rotterdam, p 176

    Google Scholar 

  • Snowdon RA, Ryley MD, Temporal J, Crabb GI (1983) The effect of hydraulic stiffness on tunnel boring machine performance. Int J Rock Mech Min Sci Geomech Abstr 20:203–214

    Article  Google Scholar 

  • Stowe RL (1969) Strength and deformation properties of granite, basalt, limestone and tuff at various loading rates. Miscellaneous paper C-69-1. United States Army Engineer Waterways Experiment Station, USACE. Vicksburg, Mississippi

  • Sun Futing (2015) Experimental research on three-dimensional joint morphology quantification and shear strength property of tensile hard rock joints with and without cement grouting. Dissertation, Wuhan University

  • Tahir M, Mohammad N, Din F (2011) Strength parameters and their inter-relationship for limestone of Cherat and Kohat areas of Khyber Pakhtunkhwa. J Himal Earth Sci 44:45–51

    Google Scholar 

  • Tang H, Ge Y, Wang L, Yuan Y, Huang L, Sun M (2012) Study on estimation method of rock mass discontinuity shear strength based on three-dimensional laser scanning and image technique. J Earth Sci 23:908–913

    Article  Google Scholar 

  • Tatone B (2014) Investigating the evolution of rock discontinuity asperity degradation and void space morphology under direct shear. Dissertation, University of Toronto

  • Tatone BS, Grasselli G (2009) A method to evaluate the three-dimensional roughness of fracture surfaces in brittle geomaterials. Rev Sci Instrum 80:125110–125110–125110

    Article  Google Scholar 

  • Tatone BSA, Grasselli G (2010) A new 2D discontinuity roughness parameter and its correlation with JRC. Int J Rock Mech Min Sci 47:1391–1400

    Article  Google Scholar 

  • Tecen O, Fowell RJ (1983) Hybrid rock cutting: fundamental investigations and practical applications. In: Summer DA, Haston FF (eds) Proceedings of the 2nd U.S. water jet conference, Rolla, Missouri

  • Tiryaki B, Dikmen AC (2006) Effects of rock properties on specific cutting energy in linear cutting of sandstones by picks. Rock Mech Rock Eng 39:89–120

    Article  Google Scholar 

  • Tse R, Cruden DM (1979) Estimating joint roughness coefficients. Int J Rock Mech Min Sci Geomech Abstr 16:303–307

    Article  Google Scholar 

  • Tumac D, Bilgin N, Feridunoglu C, Ergin H (2007) Estimation of rock cuttability from shore hardness and compressive strength properties. Rock Mech Rock Eng 40:477–490

    Article  Google Scholar 

  • Xia CC, Tang ZC, Xiao WM, Song YL (2014) New peak shear strength criterion of rock joints based on quantified surface description. Rock Mech Rock Eng 47:387–400

    Article  Google Scholar 

  • Xing HZ, Zhang QB, Braithwaite CH et al (2017) High-speed photography and digital optical measurement techniques for geomaterials: fundamentals and applications. Rock Mech Rock Eng 2017:1–49

    Google Scholar 

  • Yagiz S (2009) Assessment of brittleness using rock strength and density with punch penetration test. Tunn Undergr Space Technol 24:66–74

    Article  Google Scholar 

  • Yang ZY, Lo SC, Di CC (2001) Reassessing the joint roughness coefficient (JRC) estimation using Z2. Rock Mech Rock Eng 34:243–251

    Article  Google Scholar 

  • Yang ZY, Taghichian A, Huang GD (2011) On the applicability of self-affinity concept in scale of three-dimensional rock joints. Int J Rock Mech Min Sci 48:1173–1187

    Article  Google Scholar 

  • Yang J, Rong G, Hou D, Peng J, Zhou C (2016) Experimental study on peak shear strength criterion for rock joints. Rock Mech Rock Eng 49:821–835

    Article  Google Scholar 

  • Yarali O, Soyer E (2013) Assessment of relationships between drilling rate index and mechanical properties of rocks. Tunn Undergr Space Technol 33:46–53

    Article  Google Scholar 

  • Yu X, Vayssade B (1991) Joint profiles and their roughness parameters. Int J Rock Mech Min Sci Geomech Abstr 28:333–336

    Article  Google Scholar 

  • Zhang QB, Zhao J (2014) A review of dynamic experimental techniques and mechanical behaviour of rock materials. Rock Mech Rock Eng 47(4):1411–1478

    Article  Google Scholar 

  • Zhang XP, Wong LNY, Wang SJ, Han GY (2011) Engineering properties of quartz mica schist. Eng Geol 121:135–149

    Article  Google Scholar 

  • Zhang X, Jiang Q, Chen N, Wei W, Feng X (2016) Laboratory investigation on shear behavior of rock joints and a new peak shear strength criterion. Rock Mech Rock Eng 49:3495–3512

    Article  Google Scholar 

  • Zhao J (1996) Joint surface matching and shear strength part A: joint matching coefficient (JMC). Int J Rock Mech Min Sci 34:173–178

    Article  Google Scholar 

  • Zhao J (1997) Joint surface matching and shear strength part B: JRC-JMC shear strength criterion. Int J Rock Mech Min Sci 34:179–185

    Article  Google Scholar 

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Acknowledgements

The authors would like to acknowledge the consistent support of the National Basic Research Program of China (973 Program) (Grant No. 2014CB046904) and the National Natural Science Foundation China (Grant No. 41130742).

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Liu, Q., Tian, Y., Ji, P. et al. Experimental Investigation of the Peak Shear Strength Criterion Based on Three-Dimensional Surface Description. Rock Mech Rock Eng 51, 1005–1025 (2018). https://doi.org/10.1007/s00603-017-1390-0

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