Abstract
Anchored by the theory of extreme value statistics, Weibull distribution is the most widely used mathematical model for strength distribution of brittle structures. In a series of recent studies, a finite weakest-link model was developed for strength distribution of quasi-brittle structures, and the classical Weibull distribution was shown to represent the large-size asymptote of the model. By employing a length scale, the finite weakest-link model is capable of capturing correctly the size effects on both the probability distribution and the mean value of structural strength. However, the connection of this length scale with the basic material properties is still missing. This study investigates the relationship between the length scale of the finite weakest-link model and the material length scales by analyzing the size effect on the mean structural strength. The mathematical form of this relationship is derived through dimensional analysis. To validate the model, a set of mean size effect curves is obtained through stochastic simulations, which use a nonlinear constitutive model involving both the Irwin characteristic length and the crack band width. The internal length scale of the weakest-link model is determined by optimum fitting of the benchmark size effect curves in the small-size range. Furthermore, the effect of stress field on this internal length scale is studied by considering three different loading configurations. The present analysis reveals the importance of the mean size effect analysis for the calibration of finite weakest-link model.
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Acknowledgments
This work is partially supported by the Solid Mechanics Program of the U.S. Army Research Office under Grant W911NF-15-1-0197 and by the National Science Foundation under Grant NSF/CMMI-1361868. Jan Eliáš acknowledges financial support provided by the Ministry of Education, Youth and Sports of the Czech Republic under Project LO1408.
References
Barenblatt, G. I. (1996). Scaling, self-similarity, and intermediate asymptotics, Cambridge University Press, Cambridge, U.K.
Bažant, Z. P. (2004). “Scaling theory of quaisbrittle structural failure.” Proc. Natl. Acad. Sci. U.S.A., 101(37), 13400–13407.
Bažant, Z. P. (2005). Scaling of structural strength, Elsevier, London.
Bažant, Z. P., and Le, J.-L. (2017). Probabilistic mechanics of quasibrittle structures: Strength, lifetime, and size effect, Cambridge University Press, Cambridge, U.K.
Bažant, Z. P., Le, J.-L., and Bazant, M. Z. (2009). “Scaling of strength and lifetime distributions of quasibrittle structures based on atomistic fracture mechanics.” Proc. Natl. Acad. Sci. U.S.A., 106(28), 11484–11489.
Bažant, Z. P., and Li, Z. (1995). “Modulus of rupture: Size effect due to fracture initiation in boundary layer.” J. Struct. Eng., 739–746.
Bažant, Z. P., and Oh, B.-H. (1983). “Crack band theory for fracture of concrete.” Mater. Struct., 16(3), 155–177.
Bažant, Z. P., and Pang, S. D. (2007). “Activation energy based extreme value statistics and size effect in brittle and quasibrittle fracture.” J. Mech. Phys. Solids, 55(1), 91–131.
Bažant, Z. P., and Planas, J. (1998). Fracture and size effect in concrete and other quasibrittle materials, CRC Press, Boca Raton, FL.
Buckingham, E. (1914). “On physically linear systems; illustration of the use of dimensional equations.” Phys. Rev. Ser. 2, IV(4), 345–376.
Buckingham, E. (1915). “Model experiments and the form of empirical equations.” Trans. ASME, 37, 263–296.
dos Santos, C., Strecker, K., Piorino Neto, F., de Macedo Silva, O. M., Baldacum, S. A., and da Silva, C. R. M. (2003). “Evaluation of the reliability of ceramics through weibull analysis.” Mater. Res., 6(4), 463–467.
Duffy, S. F., Powers, L. M., and Starlinger, A. (1993). “Reliability analysis of structural ceramic components using a three-parameter Weibull distribution.” Trans. ASME J. Eng. Gas Turbines Power, 115(1), 109–116.
Eliáš, J., Vořechovský, M., Skoček, J., and Bažant, Z. P. (2015). “Stochastic discrete meso-scale simulations of concrete fracture: Comparison to experimental data.” Eng. Fract. Mech., 135(1), 1–16.
Fisher, R. A., and Tippett, L. H. C. (1928). “Limiting form of the frequency distribution the largest and smallest number of a sample.” Proc. Cambridge Philos. Soc., 24(2), 180–190.
Fréchet, M. (1927). “Sur la loi de probailité de l’ écart maximum.” Ann. Soc. Polon. Math. (Cracow), 6, 93.
Grassl, P., and Bažant, Z. P. (2009). “Random lattice-particle simulation of statistical size effect in quasi-brittle structures failing at crack initiation.” J. Eng. Mech., 85–92.
Gumbel, E. J. (1958). Statistics of extremes, Columbia University Press, New York.
Hill, R. (1963). “Elastic properties of reinforced solids: Some theoretical principles.” J. Mech. Phys. Solids, 11(5), 357–372.
Le, J.-L., and Bažant, Z. P. (2009). “Strength distribution of dental restorative ceramics: Finite weakest link model with zero threshold.” Dent. Mater., 25(5), 641–648.
Le, J.-L., and Bažant, Z. P. (2011). “Unified nano-mechanics based probabilistic theory of quasibrittle and brittle structures. II: Fatigue crack growth, lifetime and scaling.” J. Mech. Phys. Solids, 59(7), 1322–1337.
Le, J.-L., Bažant, Z. P., and Bazant, M. Z. (2011). “Unified nano-mechanics based probabilistic theory of quasibrittle and brittle structures. I: Strength, crack growth, lifetime and scaling.” J. Mech. Phys. Solids, 59(7), 1291–1321.
Le, J.-L., Cannone Falchetto, A., and Marasteanu, M. O. (2013). “Determination of strength distribution of quasibrittle structures from mean size effect analysis.” Mech. Mater., 66, 79–87.
Le, J.-L., and Eliáš, J. (2016). “A probabilistic crack band model for quasibrittle fracture.” J. Appl. Mech. ASME, 83(5), 051005.
Le, J.-L., Eliáš, J., and Bažant, Z. P. (2012). “Computation of probability distribution of strength of quasibrittle structures failing at macrocrack initiation.” J. Eng. Mech., 888–899.
Mariotte, E. (1686). Traité du movement des eaux, M. de la Hire, ed., London (in French).
Mazars, J. (1984). “Application de la mécanique de l’endommagement au comportement non linéaire et à la rupture du béton de structure.” Ph.D. thesis, Univ. Paris VI, Paris.
Munz, D., and Fett, T. (1999). Ceramics: Mechanical properties, failure behavior, materials selection, Springer, Berlin.
OOFEM. (2016). “Free finite element code.” ⟨http://www.oofem.org/doku.php⟩ (Jan. 1, 2018).
Pang, S.-D., Bažant, Z. P., and Le, J.-L. (2008). “Statistics of strength of ceramics: Finite weakest link model and necessity of zero threshold.” Int. J. Fract., 154(1–2), 131–145.
Patzák, B. (2012). “OOFEM—An object-oriented simulation tool for advanced modeling of materials and structures.” Acta Polytech., 52(6), 59–66.
Patzák, B., and Rypl, D. (2012). “Object-oriented, parallel finite element framework with dynamic load balancing.” Adv. Eng. Software, 47(1), 35–50.
Salem, J. A., Nemeth, N. N., Powers, L. P., and Choi, S. R. (1996). “Reliability analysis of uniaxially ground brittle materials.” J. Eng. Gas Turbines Power, 118(4), 863–871.
Tinschert, J., Zwez, D., Marx, R., and Ausavice, K. J. (2000). “Structural reliability of alumina-, feldspar-, leucite-, mica- and zirconia-based ceramics.” J. Dent., 28(7), 529–535.
Vanmarcke, E. (2010). Random fields analysis and synthesis, World Scientific Publishers, Singapore.
Vořechovský, M., and Sadílek, V. (2008). “Computational modeling of size effects in concrete specimens under uniaxial tension.” Int. J. Fract., 154(1–2), 27–49.
Weibull, W. (1939). “The phenomenon of rupture in solids.” Proc. R. Sweden Inst. Eng. Res., 153, 1–55.
Weibull, W. (1951). “A statistical distribution function of wide applicability.” J. Appl. Mech. ASME, 153(18), 293–297.
Xu, Z., and Le, J.-L. (2017). “A first passage model for probabilistic failure of polycrystalline silicon MEMS structures.” J. Mech. Phys. Solids, 99, 225–241.
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©2018 American Society of Civil Engineers.
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Received: Jul 25, 2017
Accepted: Oct 3, 2017
Published online: Feb 13, 2018
Published in print: Apr 1, 2018
Discussion open until: Jul 13, 2018
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