High-order phase-field model with the local and second-order max-entropy approximants

Fatemeh AMIRI

PDF(998 KB)
PDF(998 KB)
Front. Struct. Civ. Eng. ›› 2019, Vol. 13 ›› Issue (2) : 406-416. DOI: 10.1007/s11709-018-0475-5
RESEARCH ARTICLE
RESEARCH ARTICLE

High-order phase-field model with the local and second-order max-entropy approximants

Author information +
History +

Abstract

We approximate the fracture surface energy functional based on phase-field method with smooth local maximum entropy (LME) and second-order maximum entropy (SME) approximants. The higher-order continuity of the meshfree methods such as LME and SME approximants allows to directly solve the fourth-order phase-field equations without splitting the fourth-order differential equation into two second-order differential equations. We will first show that the crack surface functional can be captured more accurately in the fourth-order model with smooth approximants such as LME, SME and B-spline. Furthermore, smaller length scale parameter is needed for the fourth-order model to approximate the energy functional. We also study SME approximants and drive the formulations. The proposed meshfree fourth-order phase-field formulation show more stable results for SME compared to LME meshfree methods.

Keywords

second-order maximum entropy / local maximum entropy / second- and fourth-order phase-field models / B-spline

Cite this article

Download citation ▾
Fatemeh AMIRI. High-order phase-field model with the local and second-order max-entropy approximants. Front. Struct. Civ. Eng., 2019, 13(2): 406‒416 https://doi.org/10.1007/s11709-018-0475-5

References

[1]
Amiri F, Anitescu C, Arroyo M, Bordas S P A, Rabczuk T. XLME interpolants, a seamless bridge between XFEM and enriched meshless methods. Computational Mechanics, 2014, 53(1): 45–57doi:10.1007/BF00052492
CrossRef Google scholar
[2]
Winne D H, Wundt B M. Application of the Griffith-Irwin theory of crack propagation to the bursting behavior of disks, including analytical and experimental studies. Transactions of the American Society of Mechanical Engineers, 1958, 80: 1643–1655
[3]
Areias P, Rabczuk T. Finite strain fracture of plates and shells with configurational forces and edge rotations. International Journal for Numerical Methods in Engineering, 2013, 94(12): 1099–1122
CrossRef Google scholar
[4]
Areias P, Rabczuk T, Camanho P P. Finite strain fracture of 2D problems with injected anisotropic softening elements. Theoretical and Applied Fracture Mechanics, 2014, 72: 50–63
CrossRef Google scholar
[5]
Areias P, Rabczuk T, Dias da Costa D. Element-wise fracture algorithm based on rotation of edges. Engineering Fracture Mechanics, 2013, 110: 113–137
CrossRef Google scholar
[6]
Nguyen-Xuan H, Liu G R, Bordas S, Natarajan S, Rabczuk T. An adaptive singular ES-FEM for mechanics problems with singular field of arbitrary order. Computer Methods in Applied Mechanics and Engineering, 2013, 253: 252–273
CrossRef Google scholar
[7]
Belytschko T, Black T. Elastic crack growth in finite elements with minimal remeshing. International Journal for Numerical Methods in Engineering, 1999, 45(5): 601–620
CrossRef Google scholar
[8]
Moës N, Dolbow J, Belytschko T. A finite element method for crack growth without remeshing. International Journal for Numerical Methods in Engineering, 1999, 46(1): 131–150
CrossRef Google scholar
[9]
Strouboulis T, Babuska I, Copps K. The design and analysis of the generalized finite element method. Computer Methods in Applied Mechanics and Engineering, 2000, 181(1–3): 43–69
CrossRef Google scholar
[10]
.Ma G, An X, He L. The numerical manifold method: A review. International Journal of Computational Methods, 2010, 7(1): 1–32
CrossRef Google scholar
[11]
Bhardwaj G, Singh I V, Mishra B K, Bui T Q. Numerical simulation of functionally graded cracked plates using {NURBS} based {XIGA} under different loads and boundary conditions. Composite Structures, 2015, 126: 347–359
CrossRef Google scholar
[12]
Ghorashi S Sh, Valizadeh N, Mohammadi S, Rabczuk T. T-spline based {XIGA} for fracture analysis of orthotropic media. Computers & Structures, 2015, 147: 138–146
CrossRef Google scholar
[13]
Nguyen-Thanh N, Valizadeh N, Nguyen M N, Nguyen-Xuan H, Zhuang X, Areias P, Zi G, Bazilevs Y, De Lorenzis L, Rabczuk T. An extended isogeometric thin shell analysis based on Kirchhoff-Love theory. Computer Methods in Applied Mechanics and Engineering, 2015, 284: 265–291
CrossRef Google scholar
[14]
Amiri F, Millan D, Shen Y, Rabczuk T, Arroyo M. Phase-field modeling of fracture in linear thin shells. Theoretical and Applied Fracture Mechanics, 2014, 69(2): 102–109
CrossRef Google scholar
[15]
Li S, Liu W K. Meshfree and particle methods and their applications. Applied Mechanics Reviews, 2002, 55(1): 1–34
CrossRef Google scholar
[16]
Rabczuk T, Bordas S, Zi G. On three-dimensional modelling of crack growth using partition of unity methods. Computers & Structures, 2010, 88(23–24): 1391–1411
CrossRef Google scholar
[17]
Wang S, Zhang H. Partition of unity-based thermomechanical meshfree method for two-dimensional crack problems. Archive of Applied Mechanics, 2011, 81(10): 1351–1363
CrossRef Google scholar
[18]
Zhuang X, Cai Y, Augarde C. A meshless sub-region radial point interpolation method for accurate calculation of crack tip fields. Theoretical and Applied Fracture Mechanics, 2014, 69: 118–125
CrossRef Google scholar
[19]
Rabczuk T, Belytschko T. Cracking particles: A simplified meshfree method for arbitrary evolving cracks. International Journal for Numerical Methods in Engineering, 2004, 61(13): 2316–2343
CrossRef Google scholar
[20]
Rabczuk T, Belytschko T. A three-dimensional large deformation meshfree method for arbitrary evolving cracks. Computer Methods in Applied Mechanics and Engineering, 2007, 196(29–30): 2777–2799
CrossRef Google scholar
[21]
de Borst R. Damage, Material Instabilities, and Failure. Hoboken: John Wiley & Sons, 2004
[22]
de Borst R, Benallal A, Heeres O M. A gradient-enhanced damage approach to fracture. Journal de Physique Archives IV France, 1996, 6(C6): 491–502
[23]
Liang J, Zhang Z, Prevost J H, Suo Z. Time-dependent crack behavior in an integrated structure. International Journal of Fracture, 2004, 125(3–4): 335–348
CrossRef Google scholar
[24]
Peerlings R H J, de Borst R, Brekelmans W A M, De Vree J H P. Gradient enhanced damage for quasi-brittle materials. International Journal for Numerical Methods in Engineering, 1996, 39(19): 3391–3403
CrossRef Google scholar
[25]
Peerlings R H J, de Borst R, Brekelmans W A M, de Vree J H P, Spee I. Some observations on localization in non-local and gradient damage models. European Journal of Mechanics. A, Solids, 1996, 15(6): 937–953
[26]
Sluys L J, de Borst R. Dispersive properties of gradient-dependent and rate-dependent media. Mechanics of Materials, 1994, 18(2): 131–149
CrossRef Google scholar
[27]
Bažant Z. Imbricate continuum and its variational derivation. Journal of Engineering Mechanics, 1984, 110(12): 1693–1712
CrossRef Google scholar
[28]
Bažant Z, Chang T P. Instability of nonlocal continuum and strain averaging. Journal of Engineering Mechanics, 1984, 110(10): 1441–1450
CrossRef Google scholar
[29]
Bažant Z, Jirasek M. Nonlocal integral formulations of plasticity and damage: Survey of progress. Journal of Engineering Mechanics, 2002, 128(11): 1119–1149
CrossRef Google scholar
[30]
Bažant Z, Lin F B. Nonlocal smeared cracking model for concrete fracture. Journal of Structural Engineering, 1988, 114(11): 2493–2510
CrossRef Google scholar
[31]
Areias P, Rabczuk T, de Sá J C. A novel two-stage discrete crack method based on the screened Poisson equation and local mesh refinement. Computational Mechanics, 2016, 58(6): 1003–1018
CrossRef Google scholar
[32]
Areias P, Msekh M A, Rabczuk T. Damage and fracture algorithm using the screened Poisson equation and local remeshing. Engineering Fracture Mechanics, 2016, 158(Suppl C): 116–143
CrossRef Google scholar
[33]
Hofacker M, Miehe C. A phase field model of dynamic fracture: Robust field updates for the analysis of complex crack patterns. International Journal for Numerical Methods in Engineering, 2013, 93(3): 276–301
CrossRef Google scholar
[34]
Miehe C, Welschinger F, Hofacker M. Thermodynamically consistent phase-field models of fracture: Variational principles and multi-field FE implementations. International Journal for Numerical Methods in Engineering, 2010, 83(10): 1273–1311
CrossRef Google scholar
[35]
Mumford D, Shah J. Optimal approximations by piecewise smooth functions and associated variational problems. Communications on Pure and Applied Mathematics, 1989, 42(5): 577–685
CrossRef Google scholar
[36]
Ambrosio L. Variational problems in SBV and image segmentation. Acta Applicandae Mathematicae, 1989, 17(1): 1–40
CrossRef Google scholar
[37]
Ambrosio L, Tortorelli V M. Approximation of functionals depending on jumps by elliptic functionals via Γ-convergence. Communications on Pure and Applied Mathematics, 1990, 43(8): 999–1036
CrossRef Google scholar
[38]
Gómez H, Calo V M, Bazilevs Y, Hughes T J R. Isogeometric analysis of the Cahn-Hilliard phase-field model. Computer Methods in Applied Mechanics and Engineering, 2008, 197(49–50): 4333–4352
CrossRef Google scholar
[39]
Esedoglu S, Shen J. Digital inpainting based on the Mumford-Shah-Euler image model. European Journal of Applied Mathematics, 2002, 13(4): 353–370
CrossRef Google scholar
[40]
Amiri F, Millan D, Arroyo M, Silani M, Rabczuk T. Fourth order phase-field model for local max-ent approximants applied to crack propagation. Computer Methods in Applied Mechanics and Engineering, 2016, 312: 254–275
CrossRef Google scholar
[41]
Bourdin B, Francfort G A, Marigo J J. The variational approach to fracture. Journal of Elasticity, 2008, 91(1–3): 5–148
CrossRef Google scholar
[42]
Francfort G A, Marigo J J. Revisiting brittle fracture as an energy minimization problem. Journal of the Mechanics and Physics of Solids, 1998, 46(8): 1319–1342
CrossRef Google scholar
[43]
Borden M J, Verhoosel C V, Scott M A, Hughes T J R, Landis C M. A phase-field description of dynamic brittle fracture. Computer Methods in Applied Mechanics and Engineering, 2012, 217–220: 77–95
CrossRef Google scholar
[44]
Areias P, Rabczuk T, Msekh M A. Phase-field analysis of finite-strain plates and shells including element subdivision. Computer Methods in Applied Mechanics and Engineering, 2016, 312(Suppl C): 322–350
CrossRef Google scholar
[45]
Kiendl J, Ambati M, De Lorenzis L, Gomez H, Reali A. Phase-field description of brittle fracture in plates and shells. Computer Methods in Applied Mechanics and Engineering, 2016, 312: 374–394
CrossRef Google scholar
[46]
Hughes T J R, Cottrell J A, Bazilevs Y. Isogeometric analysis: CAD, finite elements, NURBS, exact geometry and mesh refinement. Computer Methods in Applied Mechanics and Engineering, 2005, 194(39–41): 4135–4195
CrossRef Google scholar
[47]
Sukumar N. Construction of polygonal interpolants: A maximum entropy approach. International Journal for Numerical Methods in Engineering, 2004, 61(12): 2159–2181
CrossRef Google scholar
[48]
Shannon C E. A mathematical theory of communication. Sigmobile Mobile Computing & Communications Review, 2001, 5(1): 3–55
CrossRef Google scholar
[49]
Jaynes E T. Information theory and statistical mechanics. Physical Review, 1957, 106(4): 620–630
CrossRef Google scholar
[50]
Jaynes E T. Information theory and statistical mechanics. II. Physical Review, 1957, 108(2): 171–190
CrossRef Google scholar
[51]
Arroyo M, Ortiz M. Local maximum-entropy approximation schemes: A seamless bridge between finite elements and meshfree methods. International Journal for Numerical Methods in Engineering, 2006, 65(13): 2167–2202
CrossRef Google scholar
[52]
Shepard D. A two-dimensional interpolation function for irregularly-spaced data. In: Proceedings of the 1968 23rd ACM National Conference. New York: ACM, 1968, 517–524
[53]
Rosolen A, Millan D, Arroyo M. Second-order convex maximum entropy approximants with applications to high-order PDE. International Journal for Numerical Methods in Engineering, 2013, 94(2): 150–182
CrossRef Google scholar
[54]
Cyron C J, Arroyo M, Ortiz M. Smooth, second order, non-negative meshfree approximants selected by maximum entropy. International Journal for Numerical Methods in Engineering, 2009, 79(13): 1605–1632
CrossRef Google scholar
[55]
Ortiz A, Puso M A, Sukumar N. Maximum-entropy meshfree method for incompressible media problems. Finite Elements in Analysis and Design, 2011, 47(6): 572–585
CrossRef Google scholar
[56]
Millán D, Rosolen A, Arroyo M. Thin shell analysis from scattered points with maximum-entropy approximants. International Journal for Numerical Methods in Engineering, 2011, 85(6): 723–751
CrossRef Google scholar
[57]
Millán D, Rosolen A, Arroyo M. Nonlinear manifold learning for meshfree finite deformations thin shell analysis. International Journal for Numerical Methods in Engineering, 2013, 93(7): 685–713
CrossRef Google scholar
[58]
Ortiz A, Puso M A, Sukumar N. Maximum-entropy meshfree method for compressible and near-incompressible elasticity. Computer Methods in Applied Mechanics and Engineering, 2010, 199(25–28): 1859–1871
CrossRef Google scholar
[59]
Belytschko T, Lu Y Y, Gu L. Element-free Galerkin methods. International Journal for Numerical Methods in Engineering, 1994, 37(2): 229–256
CrossRef Google scholar
[60]
Rosolen A, Millan D, Arroyo M. On the optimum support size in meshfree methods: A variational adaptivity approach with maximum entropy approximants. International Journal for Numerical Methods in Engineering, 2010, 82(7): 868–895
[61]
Shannon C. A mathematical theory of communication. Bell System Technical Journal, 1948, 27(4): 623–656
CrossRef Google scholar
[62]
Sukumar N, Moran B, Belytschko T. The natural element method in solid mechanics. International Journal for Numerical Methods in Engineering, 1998, 43(5): 839–887
CrossRef Google scholar
[63]
Cirak F, Ortiz M, Schröder P. Subdivision surfaces: A new paradigm for thin-shell finite-element analysis. International Journal for Numerical Methods in Engineering, 2000, 47(12): 2039–2072
CrossRef Google scholar
[64]
Rajan V T. Optimality of the Delaunay triangulation in Rd. Discrete & Computational Geometry, 1994, 12(2): 189–202
CrossRef Google scholar
[65]
Borden M J, Hughes T J R, Landis C M, Verhoosel C V. A higher-order phase-field model for brittle fracture: Formulation and analysis within the isogeometric analysis framework. Computer Methods in Applied Mechanics and Engineering, 2014, 273(5): 100–118
CrossRef Google scholar
[66]
Apostolatos A, Schmidt R, Wüchner R, Bletzinger K U. A Nitsche-type formulation and comparison of the most common domain decomposition methods in isogeometric analysis. International Journal for Numerical Methods in Engineering, 2014, 97(7): 473–504
CrossRef Google scholar
[67]
Hughes T J R. The Finite Element Method: Linear Static and Dynamic Finite Element Analysis. New York: Dover Publications, 2000
[68]
Cottrell J A, Hughes T J R, Bazilevs Y. Isogeometric Analysis: Toward Integration of CAD and FEA. Chichester: Wiley, 2009
[69]
Piegl L, Tiller W. The NURBS Book. 2nd ed. New York: Springer, 1997
[70]
Bazilevs Y, Calo V M, Cottrell J A, Evans J A, Hughes T J R, Lipton S, Scott M A, Sederberg T W. Isogeometric analysis using T-splines. Computer Methods in Applied Mechanics and Engineering, 2010, 199(5–8): 229–263
CrossRef Google scholar
[71]
Rogers D F. An Introduction to NURBS With Historical Perspective. San Diego: Academic Press, 2001

Acknowledgements

Fatemeh Amiri would like to thank “Presidency of Islamic Republic of Iran National Elites Foundation” and “School of Mathematics, Institute for Research in Fundamental Sciences (IPM)” for financial support during the project.

RIGHTS & PERMISSIONS

2018 Higher Education Press and Springer-Verlag GmbH Germany, part of Springer Nature
AI Summary AI Mindmap
PDF(998 KB)

Accesses

Citations

Detail

Sections
Recommended

/