New Statistical Quantification Method for the Size Effect Behavior of Rock Mass Using Compressive Strength as an Example
Publication: International Journal of Geomechanics
Volume 22, Issue 11
Abstract
The statistical law on mechanical parameters of rock mass with size is the key to the study of the size effect. Since the existing statistical methods of the size effect only consider the continuity of the size but not the difference between the samples of each size, a new statistical method that considers single size and multisize is proposed. Based on the proposed method, the true representative elementary volume (TREV) value is used to determine the size effect stability threshold. Combined with the analysis of the three major size effect theories, the unified size effect law model and variation index k are proposed. The results are validated by statistical test data on the uniaxial compressive strength (UCS) obtained in realistic failure process analysis (RFPA) numerical test and from other works, which proves that the proposed method can reflect the variation law of UCS value with size and provide a basis for theoretical research on the size effect in mechanical behavior.
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Acknowledgments
The study was funded by the National Natural Science Foundation of China (Grant No. 41427802) and the Natural Science Foundation of Zhejiang Province (Grant No. LY18D020003). This support is gratefully acknowledged.
Notation
The following symbols are used in this paper:
- CVi
- coefficient of variation;
- D0
- reference size;
- fc0
- uniaxial compressive strength;
- average variation coefficient;
- variation coefficient based on a single sample;
- k
- variation index;
- L
- total length of rock mass;
- li
- sampling size;
- l1
- reference size in the size effect law model;
- M
- parameter;
- corresponding mean parameter in the size effect law model;
- mean corresponding to li;
- parameters of each size ;
- maximum parameter corresponding to li;
- minimum parameter corresponding to li;
- Muj
- average of Mij when size is greater than or equal to ;
- m
- sampling times;
- mw
- Weibull coefficient;
- n
- sampling capacity;
- nd
- dimensionality of the structure;
- u
- sampling serial number;
- η
- empirical constant;
- μ
- mean;
- σ
- standard deviation;
- σNu
- nominal strength;
- mean nominal strength;
- σ0
- reference parameter;
- mean reference parameter;
- σ1
- maximum principal stress;
- σ2
- minimum principal stress; and
- φ
- internal friction angle.
References
Aladejare, A. E., and Y. Wang. 2019. “Estimation of rock mass deformation modulus using indirect information from multiple sources.” Tunnelling Underground Space Technol. 85: 76–83. https://doi.org/10.1016/j.tust.2018.11.047.
Azizi, A., and H. Moomivand. 2021. “A new approach to represent impact of discontinuity spacing and rock mass description on the median fragment size of blasted rocks using image analysis of rock mass.” Rock Mech. Rock Eng. 54 (4): 2013–2038. https://doi.org/10.1007/s00603-020-02360-4.
Bazant, Z. P. 1984. “Size effect in blunt fracture: Concrete, rock, metal.” J. Eng. Mech. 110 (4): 518–535. https://doi.org/10.1061/(ASCE)0733-9399(1984)110:4(518).
Bazant, Z. P., and J. Planas. 1998. Fracture and size effect in concrete and other quasibrittle materials. Boca Raton, FL: CRC Press.
Bazant, Z. P., and Y. Xiang. 1997. “Size effect in compression fracture: Splitting crack band propagation.” J. Eng. Mech. 123 (2): 162–172. https://doi.org/10.1061/(ASCE)0733-9399(1997)123:2(162).
Bear, J. 1972. “Dynamics of fluids in porous media.” Eng. Geol. 7 (2): 174–175.
Carpinteri, A. 1994. “Scaling laws and renormalization groups for strength and toughness of disordered materials.” Int. J. Solids Struct. 31 (3): 291–302. https://doi.org/10.1016/0020-7683(94)90107-4.
Carpinteri, A., and B. Chiaia. 1997. “Multifractal scaling laws in the breaking behaviour of disordered materials.” Chaos, Solitons Fractals 8 (2): 135–150. https://doi.org/10.1016/S0960-0779(96)00088-4.
Chen, Q. F., T. C. Yin, W. J. Niu, W. S. Zheng, and J. G. Liu. 2018. “Study of the geometrical size effect of a fractured rock mass based on the modified blockiness evaluation method.” Arabian J. Geosci. 11 (11): 1–17. https://doi.org/10.1007/s12517-018-3645-9.
Chen, Y. F., H. Lin, X. R. Ding, and S. J. Xie. 2021. “Scale effect of shear mechanical properties of non-penetrating horizontal rock-like joints.” Environ. Earth Sci. 80 (5): 192. https://doi.org/10.1007/s12665-021-09485-x.
Cui, Z., Y. H. Zhang, Q. Sheng, and L. Cui. 2020. “Investigating the scale effect of rock mass in the Yangfanggou hydropower plant with the discrete fracture network engineering approach.” Int. J. Geomech. 20 (4): 04020033. https://doi.org/10.1061/(ASCE)GM.1943-5622.0001584.
Esmaieli, K., J. Hadjigeorgiou, and M. Grenon. 2010. “Estimating geometrical and mechanical REV based on synthetic rock mass models at Brunswick mine.” Int. J. Rock Mech. Min. Sci. 47 (6): 915–926. https://doi.org/10.1016/j.ijrmms.2010.05.010.
Farahmand, K., I. Vazaios, M. S. Diederichs, and N. Vlachopoulos. 2018. “Investigating the scale-dependency of the geometrical and mechanical properties of a moderately jointed rock using a synthetic rock mass (SRM) approach.” Comput. Geotech. 95: 162–179. https://doi.org/10.1016/j.compgeo.2017.10.002.
Gao, F. Q., D. Stead, and H. P. Kang. 2014. “Numerical investigation of the scale effect and anisotropy in the strength and deformability of coal.” Int. J. Coal Geol. 136: 25–37. https://doi.org/10.1016/j.coal.2014.10.003.
Hao, Z., H. Masoumi, M. Zoorabadi, and I. Canbulat. 2020. “Size-dependent behaviour of weak intact rocks.” Rock Mech. Rock Eng. 53 (8): 3563–3587. https://doi.org/10.1007/s00603-020-02117-z.
Huang, M., Z. Y. Luo, and S. G. Du. 2013. “Experimental study of sampling representativeness of structural plane of rock model.” Chin. J. Rock Mech. Eng. 32 (10): 2008–2014.
Li, L. C., T. H. Yang, Z. Z. Liang, W. C. Zhu, and C. A. Tang. 2011. “Numerical investigation of groundwater outbursts near faults in underground coal mines.” Int. J. Coal Geol. 85 (3–4): 276–288. https://doi.org/10.1016/j.coal.2010.12.006.
Liang, Z. Z., N. Wu, Y. C. Li, H. Li, and W. R. Li. 2019. “Numerical study on anisotropy of the representative elementary volume of strength and deformability of jointed rock masses.” Rock Mech. Rock Eng. 52 (11): 4387–4402. https://doi.org/10.1007/s00603-019-01859-9.
Liu, D., M. Huang, C. J. Hong, X. N. Chen, and S. G. Du. 2021. “Experimental study on size effect of compressive strength of jointed rock mass based on representative sampling.” Chin. J. Rock Mech. Eng. 40 (4): 766–776.
Min, K. B., and L. Jing. 2003. “Numerical determination of the equivalent elastic compliance tensor for fractured rock masses using the distinct element method.” Int. J. Rock Mech. Min. Sci. 40 (6): 795–816. https://doi.org/10.1016/S1365-1609(03)00038-8.
Poulsen, B. A., D. P. Adhikary, M. K. Elmouttie, and A. Wilkins. 2015. “Convergence of synthetic rock mass modelling and the Hoek–Brown strength criterion.” Int. J. Rock Mech. Min. Sci. 80: 171–180. https://doi.org/10.1016/j.ijrmms.2015.09.022.
Sun, P. F., T. H. Yang, Q. L. Yu, and W. Shen. 2012. “Numerical research on anisotropy mechanical parameters of fractured rock mass.” Adv. Mater. Res. 524–527: 310–316. https://doi.org/10.4028/www.scientific.net/AMR.524-527.310.
Tan, W. H., Z. H. Sun, N. Li, and X. H. Jiang. 2014. “Stochastic three-dimensional joint geometry model and the properties of REV for a jointed rock mass.” Adv. Mater. Res. 1079–1080: 266–271. https://doi.org/10.4028/www.scientific.net/AMR.1079-1080.266.
Tang, C. A. 1997. “Numerical simulation of progressive rock failure and associated seismicity.” Int. J. Rock Mech. Min. Sci. 34 (2): 249–261. https://doi.org/10.1016/S0148-9062(96)00039-3.
Tang, C. A., S. B. Tang, B. Gong, and H. M. Bai. 2015. “Discontinuous deformation and displacement analysis: From continuous to discontinuous.” Sci. China Technol. Sci. 58 (9): 1567–1574. https://doi.org/10.1007/s11431-015-5899-8.
Vazaios, I., K. Farahmand, N. Vlachopoulos, and M. S. Diederichs. 2018. “Effects of confinement on rock mass modulus: A synthetic rock mass modelling (SRM) study.” J. Rock Mech. Geotech. Eng. 10 (3): 436–456. https://doi.org/10.1016/j.jrmge.2018.01.002.
Wang, X. G., Y. F. Zhao, and X. C. Lin. 2011. “Determination of mechanical parameters for jointed rock masses.” J. Rock Mech. Geotech. Eng. 3 (s1): 398–406. https://doi.org/CNKI:SUN:JRMG.0.2011-S1-004.
Weibull, W. 1939. Vol. 4 of The phenomenon of rupture in solids, 1–55. Stockholm, Sweden: Royal Swedish Institute of Engineering Research.
Wu, Q., and P. Kulatilake. 2012. “REV and its properties on fracture system and mechanical properties, and an orthotropic constitutive model for a jointed rock mass in a dam site in China.” Comput. Geotech. 43: 124–142. https://doi.org/10.1016/j.compgeo.2012.02.010.
Yang, J. P., W. Z. Chen, Y. H. Dai, and H. D. Yu. 2014. “Numerical determination of elastic compliance tensor of fractured rock masses by finite element modeling.” Int. J. Rock Mech. Min. Sci. 70: 474–482. https://doi.org/10.1016/j.ijrmms.2014.06.007.
Yang, J. P., W. Z. Chen, D. S. Yang, and J. Q. Yuan. 2015. “Numerical determination of strength and deformability of fractured rock mass by FEM modeling.” Comput. Geotech. 64: 20–31. https://doi.org/10.1016/j.compgeo.2014.10.011.
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History
Received: Aug 26, 2021
Accepted: Jun 12, 2022
Published online: Aug 23, 2022
Published in print: Nov 1, 2022
Discussion open until: Jan 23, 2023
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