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Abstract
This review aims to discuss the application and development of three-dimensional printing (3DP) technology in the field of rock mechanics and the mechanical behaviors of 3D-printed specimens on the basis of various available printing materials. This review begins with a brief description of the concepts and principles associated with 3DP, and then systematically elaborates the five major applications of 3DP technology in the field of rock mechanics, namely, the preparation of rock (including pre-flawed rock) specimens, preparation of joints, preparation of geophysical models, reconstruction of complex rock structures, and performance of bridging experimental testing and numerical simulation. Meanwhile, the mechanical performance of 3D-printed specimens created using six different printing materials, such as polymers, resin, gypsum, sand, ceramics, and rock-like geological materials, is reviewed in detail. Subsequently, some improvements that can make these 3Dprinted specimens close to natural rocks and some limitations of 3DP technology in the application of rock mechanics are discussed. Some prospects that are required to be investigated in the future are also proposed. Finally, a brief summary is presented. This review suggests that 3DP technology, especially when integrated with other advanced technologies, such as computed tomography scanning and 3D scanning, has great potential in rock mechanics field.
Keywords
three-dimensional printing (3DP)
/
rock mechanics
/
3DP material
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rock analogue
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3DP geotechnical model
/
numerical simulation
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Yong-tao Gao, Tian-hua Wu, Yu Zhou.
Application and prospective of 3D printing in rock mechanics: A review.
International Journal of Minerals, Metallurgy, and Materials, 2021, 28(1): 1-17 DOI:10.1007/s12613-020-2119-8
| [1] |
Brady BHG, Brown ET. Rock Mechanics: For Underground Mining, 1985, London, George Allen & Unwin Ltd, 15.
|
| [2] |
Goodman RE. Introduction to Rock Mechanics, 1989, 2, New York, Wiley, 28.
|
| [3] |
Lama RD, Vutukuri VS. Handbook on Mechanical Properties of Rocks, 1978, Clausthal, Trans Tech Publications, 116.
|
| [4] |
Wawersik WR, Fairhurst C. A study of brittle rock fracture in laboratory compression experiments. Int. J. Rock Mech. Min. Sci., 1970, 7(5): 561.
|
| [5] |
Zhou Y, Zhang G, Wu SC, Zhang L. The effect of flaw on rock mechanical properties under the Brazilian test. Kuwait J. Sci., 2018, 45(2): 94.
|
| [6] |
Int. J. Impact Eng., 2020, 140(103558)
|
| [7] |
Zhou Y, Wu SC, Gao YT, Misra A. Macro and meso analysis of jointed rock mass triaxial compression test by using equivalent rock mass (ERM) technique. J. Cent. South Univ., 2014, 21(3): 1125.
|
| [8] |
Zhou Y, Chen NB, Wang L, Li JW, Wu TH. A flat-joint contact model and meso analysis on mechanical characteristics of brittle rock. Kuwait J. Sci., 2019, 46(3): 71.
|
| [9] |
Ju Y, Xie HP, Zheng ZM, Lu JB, Mao LT, Gao F, Peng RD. Visualization of the complex structure and stress field inside rock by means of 3D printing technology. Chin. Sci. Bull., 2014, 59(36): 5354.
|
| [10] |
Jiang C, Zhao GF. A preliminary study of 3D printing on rock mechanics. Rock Mech. Rock Eng., 2015, 48(3): 1041.
|
| [11] |
Sharafisafa M, Shen LM, Xu QF. Characterisation of mechanical behaviour of 3D printed rock-like material with digital image correlation. Int. J. Rock Mech. Min. Sci., 2018, 112, 122.
|
| [12] |
Feng XT, Gong YH, Zhou YY, Li ZW, Liu XF. The 3D-printing technology of geological models using rock-like materials. Rock Mech. Rock Eng., 2019, 52, 2261.
|
| [13] |
Hull CW. Apparatus for Production of Three-Dimensional Objects by Stereolithography, 1986
|
| [14] |
Bose S, Vahabzadeh S, Bandyopadhyay A. Bone tissue engineering using 3D printing. Mater. Today, 2013, 16(12): 496.
|
| [15] |
Song LB, Jiang Q, Shi YE, Feng XT, Li YH, Su FS, Liu C. Feasibility investigation of 3D printing technology for geotechnical physical models: Study of tunnels. Rock Mech. Rock Eng., 2018, 51, 2617.
|
| [16] |
Fereshtenejad S, Song JJ. Fundamental study on applicability of powder-based 3D printer for physical modeling in rock mechanics. Rock Mech. Rock Eng., 2016, 49(6): 2065.
|
| [17] |
Liu P, Ju Y, Ranjith PG, Zheng ZM, Wang L, Wanniarachchi A. Visual representation and characterization of three-dimensional hydrofracturing cracks within heterogeneous rock through 3D printing and transparent models. Int. J. Coal Sci. Technol., 2016, 3(3): 284.
|
| [18] |
Mazhar H, Osswald T, Negrut D. On the use of computational multi-body dynamics analysis in SLS-based 3D printing. Addit. Manuf., 2016, 12, 291.
|
| [19] |
Mitchell MG. Cell Biology: Translational Impact in Cancer Biology and Bioinformatics, 2016, Cambridge, Elsevier, 122.
|
| [20] |
Jiang C, Zhao GF, Zhu JB, Zhao YX, Shen LM. Investigation of dynamic crack coalescence using a gypsum-like 3D printing material. Rock Mech. Rock Eng., 2016, 49(10): 3983.
|
| [21] |
Zhou T, Zhu JB, Ju Y, Xie HP. Volumetric fracturing behavior of 3D printed artificial rocks containing single and double 3D internal flaws under static uniaxial compression. Eng. Fract. Mech., 2019, 205, 190.
|
| [22] |
Gell EM, Walley SM, Braithwaite CH. Review of the validity of the use of artificial specimens for characterizing the mechanical properties of rocks. Rock Mech. Rock Eng., 2019, 52(9): 2949.
|
| [23] |
Bishwal RM. Scope of 3-D printing in mining and geology: An overview. J. Geol. Soc. India, 2019, 93(4): 482.
|
| [24] |
Jiang Q, Feng XT, Song LB, Gong YH, Zheng H, Cui J. Modeling rock specimens through 3D printing: Tentative experiments and prospects. Acta Mech. Sin., 2016, 32(1): 101.
|
| [25] |
Ju Y, Wang L, Xie HP, Ma GW, Mao LT, Zheng ZM, Lu JB. Visualization of the three-dimensional structure and stress field of aggregated concrete materials through 3D printing and frozen-stress techniques. Constr. Build. Mater., 2017, 143, 121.
|
| [26] |
Zhou T, Zhu JB. An experimental investigation of tensile fracturing behavior of natural and artificial rocks in static and dynamic Brazilian disc tests. Procedia Eng., 2017, 191, 992.
|
| [27] |
Zhou T, Zhu JB. Identification of a suitable 3D printing material for mimicking brittle and hard rocks and its brittleness enhancements. Rock Mech. Rock Eng., 2018, 51(3): 765.
|
| [28] |
Kong LY, Ostadhassan M, Li CX, Tamimi N. Can 3-D printed gypsum samples replicate natural rocks? An experimental study. Rock Mech. Rock Eng., 2018, 51(10): 3061.
|
| [29] |
Hodder KJ, Nychka JA, Chalaturnyk RJ. Process limitations of 3D printing model rock. Prog. Addit. Manuf., 2018, 3, 173.
|
| [30] |
Wang X, Jiang M, Zhou ZW, Gou JH, Hui D. 3D printing of polymer matrix composites: A review and prospective. Composites Part B, 2017, 110, 442.
|
| [31] |
Ngo TD, Kashani A, Imbalzano G, K Nguyen TQ, Hui D. Additive manufacturing (3D printing): A review of materials. methods.applications and challenges. Composites Part B, 2018, 143, 172.
|
| [32] |
Ju Y, Wang L, Xie HP, Ma GW, Zheng ZM, Mao LT. Visualization and transparentization of the structure and stress field of aggregated geomaterials through 3D printing and photoelastic techniques. Rock Mech. Rock Eng., 2017, 50(6): 1383.
|
| [33] |
Zhu JB, Zhou T, Liao ZY, Sun L, Li XB, Chen R. Replication of internal defects and investigation of mechanical and fracture behaviour of rock using 3D printing and 3D numerical methods in combination with X-ray computerized tomography. Int. J. Rock Mech. Min. Sci., 2018, 106, 198.
|
| [34] |
Zhou T, Zhu JB. Li HB, Li JC, Zhang QB, Zhao J. Application of 3D printing and micro-CT scan to rock dynamics. Rock Dynamics: From Research to Engineering, 2nd International Conference on Rock Dynamics and Applications, 2016 247.
|
| [35] |
Kong LY, Ostadhassan M, Li CX, Tamimi N. Rock physics and geomechanics of 3-D printed rocks. 51st U.S. Rock Mechanics/Geomechanics Symposium, San Francisco, 2017 2866.
|
| [36] |
Yang SQ, Yin PF, Ranjith PG. Experimental study on mechanical behavior and brittleness characteristics of Long-maxi formation shale in Changning. Sichuan basin, China, Rock Mech. Rock Eng., 2020, 53, 2461.
|
| [37] |
Osinga S, Zambrano-Narvaez G, Chalaturnyk RJ. Study of geomechanical properties of 3D printed sandstone analogue. 49th US Rock Mechanics/Geomechanics Symposium, 2015 3137.
|
| [38] |
Primkulov B, Chalaturnyk J, Chalaturnyk R, Zambrano-Narvaez G. 3D printed sandstone strength: Curing of fur-furyl alcohol resin-based sandstones. 3D Print. Addit. Manuf., 2017, 4(3): 149.
|
| [39] |
Vogler D, S Walsh DC, Dombrovski E, Perras MA. A comparison of tensile failure in 3D-printed and natural sandstone. Eng. Geol., 2017, 226, 221.
|
| [40] |
Perras MA, Vogler D. Compressive and tensile behavior of 3D-printed and natural sandstones. Transp. Porous Media, 2019, 129(2): 559.
|
| [41] |
Gomez JS, Chalaturnyk RJ, Zambrano-Narvaez G. Experimental investigation of the mechanical behavior and permeability of 3D printed sandstone analogues under triaxial conditions. Transp. Porous Media, 2019, 129(2): 541.
|
| [43] |
Tian W, Han NV. Preliminary research on mechanical properties of 3D printed rock structures. Geotech. Test. J., 2017, 40(3): 483.
|
| [44] |
Yang SQ. Crack coalescence behavior of brittle sandstone samples containing two coplanar fissures in the process of deformation failure. Eng. Fract. Mech., 2011, 78(17): 3059.
|
| [45] |
T.H. Wu, Y.T. Gao, Y. Zhou, and J.W. Li, Experimental and numerical study on the interaction between holes and fissures in rock-like materials under uniaxial compression, Theor. Appl. Fract. Mech., 106(2020), art. No. 102488.
|
| [46] |
Zhou JX, Zhou Y, Gao YT. Effect mechanism of fractures on the mechanics characteristics of jointed rock mass under compression. Arab. J. Sci. Eng., 2018, 43(7): 3659.
|
| [47] |
Hiller J, Lipson H. Design and analysis of digital materials for physical 3D voxel printing. Rapid PrototyJ., 2009, 15(2): 137.
|
| [48] |
Jiang C, Zhao GF. Implementation of a coupled plastic damage distinct lattice spring model for dynamic crack propagation in geomaterials. Int. J. Numer. Anal. Methods Geomech., 2018, 42(4): 674.
|
| [49] |
Ju Y, Zheng Z, Xie H, Lu J, Wang L, He K. Experimental visualisation methods for three-dimensional stress fields of porous solids. Exp. Tech., 2017, 41(4): 331.
|
| [50] |
Ma GW, Dong QQ, Fan LF, Gao JW. An investigation of non-straight fissures cracking under uniaxial compression. Eng. Fract. Mech., 2018, 191, 300.
|
| [51] |
Sci. Rep., 2018, 8(1)
|
| [52] |
Ma GW, Dong QQ, Wang L. Experimental investigation on the cracking behavior of 3D printed kinked fissure. Sci. China Technol. Sci., 2018, 61(12): 1872.
|
| [53] |
Haeri H, Shahriar K, Marji MF, Moarefvand P. Experimental and numerical study of crack propagation and coalescence in pre-cracked rock-like disks. Int. J. Rock Mech. Min. Sci., 2014, 67, 20.
|
| [54] |
Haeri H, Khaloo A, Marji MF. Experimental and numerical analysis of Brazilian discs with multiple parallel cracks. Arabian J. Geosci., 2015, 8(8): 5897.
|
| [55] |
Sharafisafa M, Shen LM, Zheng YG, Xiao JZ. The effect of flaw filling material on the compressive behaviour of 3D printed rock-like discs. Int. J. Rock Mech. Min. Sci., 2019, 117, 105.
|
| [56] |
Goodman RE, Taylor RL, Brekke TL. A model for the mechanics of jointed rock. J. Soil Mech. Found. Div, 1968, 94(3): 637.
|
| [57] |
Bandis S, Lumsden AC, Barton NR. Experimental studies of scales effects on the shear behaviour of rock joints. Int. J. Rock Mech. Min. Sci., 1981, 18(1): 1.
|
| [58] |
Park JW, Song JJ. Numerical simulation of a direct shear test on a rock joint using a bonded-particle model. Int. J. Rock Mech. Min. Sci., 2009, 46(8): 1315.
|
| [59] |
Bieniawski ZT. Determining rock mass deformability: Experience from case histories. Int. J. Rock Mech. Min. Sci., 1978, 15(5): 237.
|
| [60] |
Ueng TS, Jou YJ, Peng IH. Scale effect on shear strength of computer-aided-manufactured joints. J. GeoEng., 2010, 5(2): 29.
|
| [61] |
Kumar R, Verma AK. Anisotropic shear behavior of rock joint replicas. Int. J. Rock Mech. Min. Sci., 2016, 90, 62.
|
| [62] |
Gui Y, Xia CC, Ding WQ, Qian X, Du SG. A new method for 3D modeling of joint surface degradation and void space evolution under normal and shear loads. Rock Mech. Rock Eng., 2017, 50, 2827.
|
| [63] |
Fang Y, Elsworth D, Ishibashi T, Zhang FS. Permeability evolution and frictional stability of fabricated fractures with specified roughness. J. Geophys. Res. Solid Earth, 2018, 123(11): 9355.
|
| [64] |
Asadizadeh M, Moosavi M, Hossaini MF, Masoumi H. Shear strength and cracking process of non-persistent jointed rocks: An extensive experimental investigation. Rock Mech. Rock Eng., 2018, 51(2): 415.
|
| [65] |
M. Asadizadeh, M.F. Hossaini, M. Moosavi, H. Masoumi, and P.G. Ranjith, Mechanical characterisation of jointed rock-like material with non-persistent rough joints subjected to uniaxial compression, Eng. Geol., 260(2019), art. No. 105224.
|
| [66] |
Y.J. Xia, C.Q. Zhang, H. Zhou, J. Hou, G.S. Su, Y. Gao, N. Liu, and H.K. Singh, Mechanical behavior of structurally reconstructed irregular columnar jointed rock mass using 3D printing, Eng. Geol., 268(2020), art. No. 105509.
|
| [67] |
Barton N, Choubey V. The shear strength of rock joints in theory and practice. Rock Mech., 1977, 10, 1.
|
| [68] |
Kim DH, Gratchev I, Hein M, Balasubramaniam A. The application of normal stress reduction function in tilt tests for different block shapes. Rock Mech. Rock Eng., 2016, 49(8): 3041.
|
| [69] |
Liu QS, Tian YC, Ji PQ, Ma H. Experimental investigation of the peak shear strength criterion based on three-dimensional surface description. Rock Mech. Rock Eng., 2018, 51, 1005.
|
| [70] |
Gong LB, Heitor A, Indraratna B. An approach to measure infill matric suction of irregular infilled rock joints under constant normal stiffness shearing. J. Rock Mech. Geotech. Eng., 2018, 10(4): 653.
|
| [71] |
Huang YB, Zhang YJ, Yu ZW, Ma YQ, Zhang C. Experimental investigation of seepage and heat transfer in rough fractures for enhanced geothermal systems. Renewable Energy, 2019, 135, 846.
|
| [72] |
Sustainability, 2019, 11(2)
|
| [73] |
Indraratna B, Haque A, Aziz N. Laboratory modelling of shear behaviour of soft joints under constant normal stiffness conditions. Geotech. Geol. Eng., 1998, 16, 17.
|
| [74] |
Woodman J, Murphy W, Thomas ME, Ougier-Simonin A, Reeves H, Berry TW. A novel approach to the laboratory testing of replica discontinuities: 3D printing representative morphologies. 51st US Rock Mechanics/Geomechanics Symposium, 2017 143.
|
| [75] |
Y.J. Xia, C.Q. Zhang, H. Zhou, J.L. Chen, Y. Gao, N. Liu, and P.Z. Chen, Structural characteristics of columnar jointed basalt in drainage tunnel of Baihetan hydropower station and its influence on the behavior of P-wave anisotropy, Eng. Geol., 264(2020), art. No. 105304.
|
| [76] |
Jiang Q, Feng XT, Gong YH, Song LB, Ran SG, Cui J. Reverse modelling of natural rock joints using 3D scanning and 3D printing. Comput. Geotech., 2016, 73, 210.
|
| [77] |
Shen MR, Zhang QZ. Experimental study of shear deformation characteristics of rock mass discontinuities. Chin. J. Rock Mech. Eng., 2010, 29(4): 713.
|
| [78] |
Zou ZX, Tang HM, Liu X, Yong R, Ni WD. Quantitative study of structural plane direct shear test results influenced by sample preparation errors. Chin. J. Rock Mech. Eng., 2010, 29(8): 1664.
|
| [79] |
Li JC, Rong LF, Li HB, Hong SN. An SHPB test study on stress wave energy attenuation in jointed rock masses. Rock Mech. Rock Eng., 2019, 52, 403.
|
| [80] |
Ju Y, Yang YM, Song ZD, Xu WJ. A statistical model for porous structure of rocks. Sci. China Ser. E: Technol. Sci., 2008, 51(11): 2040.
|
| [81] |
Ju Y, Zhang QG, Yang YM, Xie HP, Gao F, Wang HJ. An experimental investigation on the mechanism of fluid flow through single rough fracture of rock. Sci. China Technol. Sci., 2013, 56(8): 2070.
|
| [82] |
Suzuki A, Sawasdee S, Makita H, Hashida T, Li KW, Horne RN. Characterization of 3D printed fracture networks. Proceedings of the 41st Workshop on Geothermal Reservoir Engineering, 2016
|
| [83] |
Suzuki A, Watanabe N, Li KW, Horne RN. Fracture network created by 3-D printer and its validation using CT images. Water Resour. Res., 2017, 53(7): 6330.
|
| [84] |
Ju Y, Gong WB, Zheng JT. Characterization of immiscible phase displacement in heterogeneous pore structures: Parallel multicomponent lattice Boltzmann simulation and experimental validation using three-dimensional printing technology. Int. J. Multiphase Flow, 2019, 114, 50.
|
| [85] |
Ishutov S. 3D Printing Porous Proxies as a New Tool for Laboratory and Numerical Analyses of Sedimentary Rocks, 2017, Ames, Iowa State University, 102.
|
| [86] |
Ishutov S, Hasiuk FJ, Harding C, Gray JN. 3D printing sandstone porosity models. Interpretation, 2015, 3(3): SX49.
|
| [87] |
Ishutov S, Hasiuk FJ. 3D printing Berea sandstone: Testing a new tool for petrophysical analysis of reservoirs. Petrophysics, 2017, 58(6): 592.
|
| [88] |
Ishutov S, Hasiuk FJ, Fullmer SM, Buono AS, Gray JN, Harding C. Resurrection of a reservoir sandstone from tomographic data using three-dimensional printing. AAPG Bull., 2017, 101(9): 1425.
|
| [89] |
Ishutov S, Hasiuk FJ, Jobe D, Agar S. Using resin-based 3D printing to build geometrically accurate proxies of porous sedimentary rocks. Groundwater, 2018, 56(3): 482.
|
| [90] |
Hasiuk F, Ishutov S, Pacyga A. Validating 3D-printed porous proxies by tomography and porosimetry. Rapid PrototyJ., 2018, 24(3): 630.
|
| [91] |
Ishutov S. Establishing framework for 3D printing porous rock models in curable resins. Transp. Porous Media, 2019, 129, 431.
|
| [92] |
Kong LY, Ostadhassan M, Li CX, Tamimi N. Pore characterization of 3D-printed gypsum rocks: A comprehensive approach. J. Mater. Sci., 2018, 53, 5063.
|
| [93] |
Phys. Rev. E, 2019, 99(3)
|
| [94] |
Head D, Vanorio T. Effects of changes in rock microstructures on permeability: 3-D printing investigation. Geophys. Res. Lett., 2016, 43(14): 7494.
|
| [95] |
Ju Y, Ren ZY, Mao LT, Chiang FP. Quantitative visualisation of the continuous whole-field stress evolution in complex pore structures using photoelastic testing and 3D printing methods. Opt. Express, 2018, 26(5): 6182.
|
| [96] |
Ju Y, Ren ZY, Li XL, Wang YT, Mao LT, Chiang FP. Quantification of hidden whole-field stress inside porous geomaterials via three-dimensional printing and photoelastic testing methods. J. Geophys. Res. Solid Earth, 2019, 124(6): 5408.
|
| [97] |
He MC, Gong WL, Zhai HM, Zhang HP. Physical modeling of deep ground excavation in geologically horizontal strata based on infrared thermography. Tunnelling Underground Space Technol., 2010, 25(4): 366.
|
| [98] |
Feng XT, Pei SF, Jiang Q, Zhou YY, Li SJ, Yao ZB. Deep fracturing of the hard rock surrounding a large underground cavern subjected to high geostress: In situ observation and mechanism analysis. Rock Mech. Rock Eng., 2017, 50, 2155.
|
| [99] |
Zhang QY, Duan K, Jiao YY, Xiang W. Physical model test and numerical simulation for the stability analysis of deep gas storage cavern group located in bedded rock salt formation. Int. J. Rock Mech. Min. Sci., 2017, 94, 43.
|
| [100] |
Skrzypkowski K, Korzeniowski W, Zagórski K, Dudek P. Application of long expansion rock bolt support in the underground mines of Legnica–Glogów copper district. Stud. Geotech. Mech., 2017, 39(3): 47.
|
| [101] |
Kong LY, Ostadhassan M, Zamiran S, Liu B, Li CX, Marino GG. Geomechanical upscaling methods: Comparison and verification via 3D printing. Energies, 2019, 12(3): 382.
|
| [102] |
Huang YH, Yang SQ, Tian WL. Cracking process of a granite specimen that contains multiple pre-existing holes under uniaxial compression. Fatigue Fract. Eng. Mater. Struct., 2019, 42(6): 1341.
|
| [103] |
PLoS One, 2014, 9(PLoSOne)
|
| [104] |
Sci. Rep., 2017, 7(1)
|
| [105] |
Sano O, Ito I, Terada M. Influence of strain rate on dilatancy and strength of Oshima granite under uniaxial compression. J. Geophys. Res. Solid Earth, 1981, 86(B10): 9299.
|
| [106] |
Martin CD. The Strength of Massive Lac Du Bonnet Granite Around Underground Openings, 1993 12.
|
| [107] |
Hodder KJ, Nychka JA, Chalaturnyk RJ. Improvement of the unconfined compressive strength of 3D-printed model rock via silica sand functionalization using silane coupling agents. Int. J. Adhes. Adhes., 2018, 85, 274.
|
| [108] |
Haftani M, Bohloli B, Nouri A, M Javan RM, Moosavi M. Size effect in strength assessment by indentation testing on rock fragments. Int. J. Rock Mech. Min. Sci., 2014, 65, 141.
|
| [109] |
Wang PT, Yang TH, Xu T, Cai MF, Li CH. Numerical analysis on scale effect of elasticity, strength and failure patterns of jointed rock masses. Geosci. J., 2016, 20(4): 539.
|
| [110] |
Feng P, Meng XM, Chen JF, Ye LP. Mechanical properties of structures 3D printed with cementitious powders. Constr. Build. Mater., 2015, 93, 486.
|