Technical Papers
Mar 16, 2018

New Method for Obtaining the Homogeneity Index m of Weibull Distribution Using Peak and Crack-Damage Strains

Publication: International Journal of Geomechanics
Volume 18, Issue 6

Abstract

Heterogeneity is an intrinsic characteristic of rock and rock-like (brittle) materials. The statistical homogeneity assessment using Weibull distribution with a homogeneity index, m, is one of the most widely used methods for characterizing brittle material heterogeneity. The critical issue for this method is to obtain the m values. For previous studies, the linear least-squares (LLS) technique was used to obtain the m values during numerical modeling, which involves the ranking of failure strength data of the brittle-material model elements in ascending order. However, it is difficult to obtain the physical-mechanical parameters of the elements from laboratory experiments. Conversely, the macroscopic physical-mechanical parameters of brittle-material specimens in laboratory scale can be easily obtained. The objective of this paper is to present the creation of a practical method to obtain the homogeneity index m via the ratio of a macroscopic physical-mechanical parameter. According to the renormalization group theory and the acoustic emission (AE) technique, a new m-value-obtaining method, in which the peak strain is linked with the crack-damage strain (strain at the crack-damage stress threshold), is presented. To verify the feasibility of the proposed method, uniaxial compression tests on rock-like material (cement) specimens with different homogeneities were conducted. The specimen homogeneity was dominated by artificially created pre-existing flaws. In this paper, the effect of the geometries of the pre-existing flaws on the degree of homogeneity of the tested specimens and the influence of the homogeneity on the macroscopic mechanical properties are discussed according to the test results and proposed theoretical method.

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Acknowledgments

This work was supported by an open fund from the SINOPEC Key Laboratory of Geophysics (33550006-16-FW0399-0026). In addition, the authors gratefully acknowledge the assistant of the Nanyang Centre for Underground Space (NCUS) for providing the experimental setup used in this paper. The corresponding author acknowledges a NTU Research Scholarship.

References

Allègre, C. J., Mouel, J. L., and Provost, A. (1982). “Scaling rules in rock fracture and possible implications for earthquake prediction.” Nature, 297(5861), 47–49.
Batrouni, G. G., and Hansen, A. (1988). “Fourier acceleration of iterative processes in disordered systems.” J. Stat. Phys., 52(3), 747–773.
Bieniawski, Z. T. (1967a). “Mechanism of brittle fracture of rock: Part I—Theory of the fracture process.” Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 4(4), 395–406.
Bieniawski, Z. T. (1967b). “Mechanism of brittle fracture of rock: Part II—Experimental studies.” Int. J. Rock. Mech. Min. Sci. Geomech. Abstr., 4(4), 407–423.
Bieniawski, Z. T., and Bernede, M. J. (1979). “Suggested methods for determining the uniaxial compressive strength and deformability of rock materials: Part 1. Suggested method for determination of the uniaxial compressive strength of rock materials.” Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 16(2), 137–140.
Blair, S. C., and Cook, N. G. W. (1998a). “Analysis of compressive fracture in rock using statistical techniques: Part I. A non-linear rule-based model.” Int. J. Rock Mech. Min. Sci., 35(7), 837–848.
Blair, S. C., and Cook, N. G. W. (1998b). “Analysis of compressive fracture in rock using statistical techniques: Part II. Effect of microscale heterogeneity on macroscopic deformation.” Int. J. Rock Mech. Min. Sci., 35(7), 849–861.
Brace, W. F. (1964). “Brittle fracture of rocks.” State of stress in the Earth’s crust, W. R. Judd, ed., American Elsevier, New York, 111–180.
Cai, M., Kaiser, P. K., Tasaka, Y., Maejima, T., Morioka, H., and Minami, M. (2004). “Generalized crack initiation and crack damage stress thresholds of brittle rock masses near underground excavations.” Int. J. Rock Mech. Min. Sci., 41(5), 833–847.
Chen, Z. H., Tham, L. G., Yeung, M. R., and Xie, H. (2006). “Confinement effects for damage and failure of brittle rocks.” Int. J. Rock Mech. Min. Sci., 43(8), 1262–1269.
Coleman, T. F., and Li, Y. (1996). “An interior, trust region approach for nonlinear minimization subject to bounds.” SIAM J. Optim., 6(2), 418–445.
Curtis, R. V., and Juszczyk, A. S. (1998). “Analysis of strength data using two- and three-parameter Weibull models.” J. Mater. Sci., 33(5), 1151–1157.
Davies, I. J. (2001). “Empirical correction factor for the best estimate of Weibull modulus obtained using linear least squares analysis.” J. Mater. Sci. Lett., 20(11), 997–999.
Eberhardt, E., Stead, D., and Stimpson, B. (1999). “Quantifying progressive pre-peak brittle fracture damage in rock during uniaxial compression.” Int. J. Rock Mech. Min. Sci., 36(3), 361–380.
Eberhardt, E., Stead, D., Stimpson, B., and Read, R. (1997). “Changes in acoustic event properties with progressive fracture damage.” Int. J. Rock Mech. Min. Sci., 34, 71.e1–71.e12.
Eberhardt, E., Stead, D., Stimpson, B., and Read, R. S. (1998). “Identifying crack initiation and propagation thresholds in brittle rock.” Can. Geotech. J., 35(2), 222–233.
Einstein, H. H., Hirschfeld, R. C., Nelson, R. A., and Bruhn, R. W. (1969). “Model studies of jointed-rock behavior.” Proc., 11th U.S. Symp., Rock Mechanics, American Rock Mechanics Association, Alexandria, VA, 83–103.
Fan, L. F., Ren, F., and Ma, G. W. (2012). “Experimental study on viscoelastic behavior of sedimentary rock under dynamic loading.” Rock Mech. Rock Eng., 45(3), 433–438.
Fang, Z., and Harrison, J. P. (2002). “Application of a local degradation model to the analysis of brittle fracture of laboratory scale rock specimens under triaxial conditions.” Int. J. Rock Mech. Min. Sci., 39(4), 459–476.
Hallbauer, D. K., Wagner, H., and Cook, N. G. W. (1973). “Some observations concerning the microscopic and mechanical behaviour of quartzite specimens in stiff, triaxial compression tests.” Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 10(6), 713–726.
Hock, E., and Bieniawski, Z. T. (1965). “Brittle fracture propagation in rock under compression.” Int. J. Fract. Mech., 1(3), 137–155.
Hudson, J. A., and Fairhurst, C. (1971). “Tensile strength, Weibull’s theory and a general statistical approach to rock failure.” Proc., Civil Engineering Materials Conf., Structure, Solid Mechanics and Engineering Design, M. Te’eni, ed., Wiley, London, 901–914.
Jiao, Y.-Y., Zhang, X.-L., Zhang, H.-Q., Li, H.-B., Yang, S.-Q., and Li, J.-C. (2015). “A coupled thermo-mechanical discontinuum model for simulating rock cracking induced by temperature stresses.” Comput. Geotech., 67, 142–149.
Jiao, Y. Y., Zhang, X. L., Zhao, J., and Liu, Q. S. (2007). “Viscous boundary of DDA for modeling stress wave propagation in jointed rock.” Int. J. Rock Mech. Min. Sci., 44(7), 1070–1076.
Kim, K., and Yao, C. Y. (1995). “Effects of micromechanical property variation on fracture processes in simple tension.” Proc., 35th U.S. Symp., Rock Mechanics, J. J. K. Daemen and R. A. Schultz, eds., CRC, Boca Raton, FL, 471–477.
Kulhawy, F. H. (1975). “Stress deformation properties of rock and rock discontinuities.” Eng. Geol., 9(4), 327–350.
Lajtai, E. Z., and Lajtai, V. N. (1974). “The evolution of brittle fracture in rocks.” J. Geol. Soc., 130(1), 1–16.
Lan, H., Martin, D., and Hu, B. (2010). “Effect of heterogeneity of brittle rock on micromechanical extensile behavior during compression loading.” J. Geophys. Res., 115(B1), B01202.
Li, L., Lee, P. K. K., Tsui, Y., Tham, L. G., and Tang, C. A. (2003). “Failure process of granite.” Int. J. Geomech., 84–98.
Liu, H. Y., Roquete, M., Kou, S. Q., and Lindqvist, P.-A. (2004). “Characterization of rock heterogeneity and numerical verification.” Eng. Geol., 72, 89–119.
Lockner, D. (1993). “The role of acoustic emission in the study of rock fracture.” Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 30(7), 883–899.
Ma, G. W., An, X. M., Zhang, H. H., and Li, L. X. (2009). “Modeling complex crack problems using the numerical manifold method.” Int. J. Fract., 156(1), 21–35.
Madden, T. R. (1983). “Microcrack connectivity in rocks: A renormalization group approach to the critical phenomena of conduction and failure in crystalline rocks.” J. Geophys. Res., 88(B1), 585–592.
Martin, C. D. (1993). “The strength of massive Lac du Bonnet granite around underground openings.” Ph.D. thesis, Dept. of Civil and Geological Engineering, Univ. of Manitoba, Winnipeg, Canada.
Moradian, Z., Einstein, H. H., and Ballivy, G. (2016). “Detection of cracking levels in brittle rocks by parametric analysis of the acoustic emission signals.” Rock Mech. Rock Eng., 49(3), 785–800.
Nicksiar, M., and Martin, C. D. (2012). “Evaluation of methods for determining crack initiation in compression tests on low-porosity rocks.” Rock Mech. Rock Eng., 45(4), 607–617.
Paluszny, A., Tang, X., Nejati, M., and Zimmerman, R. W. (2016). “A direct fragmentation method with Weibull function distribution of sizes based on finite- and discrete element simulations.” Int. J. Solids Struct., 80, 38–51.
Pappalardo, G., Mineo, S., and Monaco, C. (2016). “Geotechnical characterization of limestones employed for the reconstruction of a UNESCO world heritage Baroque monument in southeastern Sicily (Italy).” Eng. Geol., 212, 86–97.
Pappalardo, G., Punturo, R., Mineo, S., and Contrafatto, L. (2017). “The role of porosity on the engineering geological properties of 1669 lavas from Mount Etna.” Eng. Geol., 221, 16–28.
Pellet, F. L., and Fabre, G. (2007). “Damage evaluation with P-wave velocity measurements during uniaxial compression tests on argillaceous rocks.” Int. J. Geomech., 431–436.
Qin, S., Jiao, J. J., Tang, C. A., and Li, Z. (2006). “Instability leading to coal bumps and nonlinear evolutionary mechanisms for a coal-pillar-and-roof system.” Int. J. Solids Struct., 43, 7407–7423.
Qin, S. Q., and Pan, X. H. (2011). “Stress and strain instability criteria for crustal rocks under shear condition.” Chin. J. Geophys., 54(7), 1767–1771 (in Chinese).
Qin, S. Q., Wang, Y. Y., and Ma, P. (2010). “Exponential laws of critical displacement evolution for landslide avalanches.” Chin. J. Rock Mech. Eng., 29(5), 873–880 (in Chinese).
Reyes, O., and Einstein, H. H. (1991). “Failure mechanisms of fractured rock—A fracture coalescence model.” Proc., 7th Int. Congress on Rock Mechanics, A. A. Balkema, Amsterdam, Netherlands, 333–340.
Rüsch, H. (1960). “Researches toward a general flexural theory for structural concrete.” J. Am. Concr. Inst., 57(7), 1–28.
Shen, B. (1995). “The mechanism of fracture coalescence in compression—Experimental study and numerical simulation.” Eng. Fract. Mech., 51(1), 73–85.
Smalley, R. F, Jr., Turcotte, D. L., and Solla, S. A. (1985). “A renormalization group approach to the stick-slip behavior of faults.” J. Geophys. Res. B Solid Earth, 90(B2), 1894–1900.
Tang, C. (1997). “Numerical simulation of progressive rock failure and associated seismicity.” Int. J. Rock Mech. Min. Sci., 34(2), 249–261.
Tang, C. A., Liu, H., Lee, P. K. K., Tsui, Y., and Tham, L. G. (2000). “Numerical studies of the influence of microstructure on rock failure in uniaxial compression—Part I: Effect of heterogeneity.” Int. J. Rock Mech. Min. Sci., 37(4), 555–569.
Todinov, M. T. (2009). “Is Weibull distribution the correct model for predicting probability of failure initiated by non-interacting flaws?” Int. J. Solids Struct., 46, 887–901.
van Mier, J. G. M., van Vliet, M. R. A., and Wang, T. K. (2002). “Fracture mechanisms in particle composites, statistical aspects in lattice type analysis.” Mech. Mater., 34(11), 705–724.
Villeneuve, M. C., Diederichs, M. S., and Kaiser, P. K. (2012). “Effects of grain scale heterogeneity on rock strength and the chipping process.” Int. J. Geomech., 632–647.
Weibull, W. (1951). “A statistical distribution function of wide applicability.” J. Appl. Mech., 18, 293–297.
Wilson, K. G. (1979). “Problems in physics with many scales of length.” Sci. Am., 241(2), 158–179.
Wong, N. Y. (2008). “Crack coalescence in molded gypsum and Carrara marble.” Ph.D. thesis, Dept. of Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA.
Wong, T. F., Wong, R. H. C., Chau, K. T., and Tang, C. A. (2006). “Microcrack statistics, Weibull distribution and micromechanical modeling of compressive failure in rock.” Mech. Mater., 38(7), 664–681.
Wu, Z., and Wong, L. N. Y. (2013). “Modeling cracking behavior of rock mass containing inclusions using the numerical manifold method.” Eng. Geol., 162, 1–13.
Xu, X. H., Ma, S. P., Xia, M. F., Ke, F. J., and Bai, Y. L. (2004). “Damage evaluation and damage localization of rock.” Theor. Appl. Fract. Mech., 42(2), 131–138.
Xue, L., Qin, S. Q., Sun, Q., Wang, Y., Lee, L. M., and Li, W. (2014). “A study on crack damage stress thresholds of different rock types based on uniaxial compression tests.” Rock Mech. Rock Eng., 47(4), 1183–1195.
Zhao, Y., Huang, J., and Wang, R. (1993). “Real-time SEM observations of the microfracturing process in rock during a compression test.” Int. J. Rock Mech. Min. Sci. Geomech. Abstr., 30(6), 643–652.
Zhou, X.-p. (2004). “Analysis of the localization of deformation and the complete stress–strain relation for mesoscopic heterogeneous brittle rock under dynamic uniaxial tensile loading.” Int. J. Solids Struct., 41(Mar), 1725–1738.
Zhou, X. P. (2005). “Localization of deformation and stress–strain relation for mesoscopic heterogeneous brittle rock materials under unloading.” Theor. Appl. Fract. Mech., 44(1), 27–43.
Zhou, X. P. (2006). “Triaxial compressive behavior of rock with mesoscopic heterogenous behavior: Strain energy density factor approach.” Theor. Appl. Fract. Mech., 45(1), 46–63.
Zhou, X. P. (2007). “Microcrack interaction brittle rock subjected to uniaxial tensile loads.” Theor. Appl. Fract. Mech., 47(1), 68–76.
Zhou, X. P., and Yang, H. Q. (2007). “Micromechanical modeling of dynamic compressive responses of mesoscopic heterogenous brittle rock.” Theor. Appl. Fract. Mech., 48(1), 1–20.

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International Journal of Geomechanics
Volume 18Issue 6June 2018

History

Received: Jun 20, 2017
Accepted: Nov 16, 2017
Published online: Mar 16, 2018
Published in print: Jun 1, 2018
Discussion open until: Aug 16, 2018

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Xiao-Hua Pan, Ph.D.
Research Fellow, School of Civil and Environmental Engineering, Nanyang Technological Univ., Singapore 639798.
Ph.D. Student, School of Civil and Environmental Engineering, Nanyang Technological Univ., Singapore 639798 (corresponding author). ORCID: https://orcid.org/0000-0003-0746-3596. E-mail: [email protected]
Zhi-Jun Wu
Professor, School of Civil Engineering, Wuhan Univ., Wuhan 430072, China.

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