Abstract
The phase-field fracture method (PFM) requires an extremely fine mesh to accurately capture the crack topology, which is computationally expensive. In this work, a new adaptive mesh refinement method is proposed for phase-field fracture. Based on the phase field increment, a volume weighted Quickselect algorithm is used to determine the coarsen region and the refined region. The speed of the crack propagation is predicted to control the size of the refined region, which reduces unnecessary degrees of freedom. Several benchmark numerical examples are simulated and the results demonstrate the efficiency and accuracy of the proposed method. In the numerical examples, the computational time using this method is reduced by about 90% compared with the standard PFM.
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Notes
If the problem is static, the crack speed is defined as the ratio of the change in crack length before and after the time step to the length of the time step.
References
Ambati M, Gerasimov T, Lorenzis LD (2015) Phase-field modeling of ductile fracture. Comput Mech 55:1017–1040. https://doi.org/10.1007/S00466-015-1151-4
Ambrosio L, Tortorelli VM (1990) Approximation of functional depending on jumps by elliptic functional via t-convergence. Commun Pure Appl Math 43:999–1036. https://doi.org/10.1002/CPA.3160430805
Amor H, Marigo JJ, Maurini C (2009) Regularized formulation of the variational brittle fracture with unilateral contact: numerical experiments. J Mech Phys Solids 57:1209–1229. https://doi.org/10.1016/J.JMPS.2009.04.011
Badnava H, Msekh MA, Etemadi E et al (2018) An h-adaptive thermo-mechanical phase field model for fracture. Finite Elem Anal Des 138:31–47. https://doi.org/10.1016/J.FINEL.2017.09.003
Borden MJ, Verhoosel CV, Scott MA et al (2012) A phase-field description of dynamic brittle fracture. Comput Methods Appl Mech Eng 217–220:77–95. https://doi.org/10.1016/J.CMA.2012.01.008
Borden MJ, Hughes TJ, Landis CM et al (2016) A phase-field formulation for fracture in ductile materials: finite deformation balance law derivation, plastic degradation, and stress triaxiality effects. Comput Methods Appl Mech Eng 312:130–166. https://doi.org/10.1016/J.CMA.2016.09.005
Bourdin B, Francfort GA, Marigo JJ (2000) Numerical experiments in revisited brittle fracture. J Mech Phys Solids 48:797–826. https://doi.org/10.1016/S0022-5096(99)00028-9
Bourdin B, Francfort GA, Marigo JJ (2008) The variational approach to fracture. J Elasticity 91(1):5–148. https://doi.org/10.1007/s10659-007-9107-3
Bourdin B, Larsen CJ, Richardson CL et al (2010) A time-discrete model for dynamic fracture based on crack regularization. Int J Fract 168(2):133–143. https://doi.org/10.1007/S10704-010-9562-X
Chakraborty P, Zhang Y, Tonks MR (2016) Multi-scale modeling of microstructure dependent intergranular brittle fracture using a quantitative phase-field based method. Comput Mater Sci 113:38–52. https://doi.org/10.1016/j.commatsci.2015.11.010
Farrell P, Maurini C (2017) Linear and nonlinear solvers for variational phase-field models of brittle fracture. Int J Numer Methods Eng 109(5):648–667. https://doi.org/10.1002/nme.5300
Francfort GA, Marigo JJ (1998) Revisiting brittle fracture as an energy minimization problem. J Mech Phys Solids 46:1319–1342. https://doi.org/10.1016/S0022-5096(98)00034-9
Gaston DR, Permann CJ, Peterson JW et al (2015) Physics-based multiscale coupling for full core nuclear reactor simulation. Ann Nucl Energy 84:45–54. https://doi.org/10.1016/j.anucene.2014.09.060
Gerasimov T, Lorenzis LD (2016) A line search assisted monolithic approach for phase-field computing of brittle fracture. Comput Methods Appl Mech Eng 312:276–303. https://doi.org/10.1016/J.CMA.2015.12.017
Giovanardi B, Scotti A, Formaggia L (2017) A hybrid xfem-phase field (xfield) method for crack propagation in brittle elastic materials. Comput Methods Appl Mech Eng 320:396–420. https://doi.org/10.1016/J.CMA.2017.03.039
Goswami S, Anitescu C, Chakraborty S et al (2020) Transfer learning enhanced physics informed neural network for phase-field modeling of fracture. Theor Appl Fract Mech 106(102):447. https://doi.org/10.1016/J.TAFMEC.2019.102447
Griffith AA, Taylor GI (1921) Vi. the phenomena of rupture and flow in solids. Philosophical Transactions of the Royal Society of London Series A, Containing Papers of a Mathematical or Physical Character 221(582-593):163–198. https://doi.org/10.1098/rsta.1921.0006
Gupta A, Krishnan UM, Mandal TK et al (2022) An adaptive mesh refinement algorithm for phase-field fracture models: application to brittle, cohesive, and dynamic fracture. Comput Methods Appl Mech Eng 399(115):347. https://doi.org/10.1016/j.cma.2022.115347
Heister T, Wheeler MF, Wick T (2015) A primal-dual active set method and predictor-corrector mesh adaptivity for computing fracture propagation using a phase-field approach. Comput Methods Appl Mech Eng 290:466–495. https://doi.org/10.1016/J.CMA.2015.03.009
Hirshikesh Jansari C, Kannan K et al (2019) Adaptive phase field method for quasi-static brittle fracture using a recovery based error indicator and quadtree decomposition. Eng Fract Mech 220(106):599. https://doi.org/10.1016/J.ENGFRACMECH.2019.106599
Hirshikesh Pramod AL, Annabattula RK et al (2019) Adaptive phase-field modeling of brittle fracture using the scaled boundary finite element method. Comput Methods Appl Mech Eng 355:284–307. https://doi.org/10.1016/J.CMA.2019.06.002
Hoare CAR (1961) Algorithm 65: find. Commun ACM 4(7):321–322. https://doi.org/10.1145/366622.366647
Lampron O, Therriault D, Lévesque M (2021) An efficient and robust monolithic approach to phase-field quasi-static brittle fracture using a modified Newton method. Comput Methods Appl Mech Eng 386(114):091. https://doi.org/10.1016/J.CMA.2021.114091
Li B, Peco C, Millán D et al (2015) Phase-field modeling and simulation of fracture in brittle materials with strongly anisotropic surface energy. Int J Numer Methods Eng 102:711–727. https://doi.org/10.1002/NME.4726
Mesgarnejad A, Bourdin B, Khonsari MM (2015) Validation simulations for the variational approach to fracture. Comput Methods Appl Mech Eng 290:420–437. https://doi.org/10.1016/J.CMA.2014.10.052
Miehe C, Hofacker M, Welschinger F (2010) A phase field model for rate-independent crack propagation: robust algorithmic implementation based on operator splits. Comput Methods Appl Mech Eng 199:2765–2778. https://doi.org/10.1016/J.CMA.2010.04.011
Miehe C, Welschinger F, Hofacker M (2010) Thermodynamically consistent phase-field models of fracture: variational principles and multi-field FE implementations. Int J Numer Methods Eng 83:1273–1311. https://doi.org/10.1002/NME.2861
Mumford D, Shah J (1989) Optimal approximations by piecewise smooth functions and associated variational problems. Commun Pure Appl Math 42(5):577–685. https://doi.org/10.1002/cpa.3160420503
Nagaraja S, Elhaddad M, Ambati M et al (2019) Phase-field modeling of brittle fracture with multi-level HP-FEM and the finite cell method. Comput Mech 63:1283–1300. https://doi.org/10.1007/S00466-018-1649-7
Newmark NM (1959) A method of computation for structural dynamics. J Eng Mech 85(EM3):67–94
Patil RU, Mishra BK, Singh IV (2018) An adaptive multiscale phase field method for brittle fracture. Comput Methods Appl Mech Eng 329:254–288. https://doi.org/10.1016/J.CMA.2017.09.021
Permann CJ, Gaston DR, Andrš D et al (2020) MOOSE: Enabling massively parallel multiphysics simulation. SoftwareX 11(100):430. https://doi.org/10.1016/j.softx.2020.100430
Pham K, Amor H, Marigo JJ et al (2011) Gradient damage models and their use to approximate brittle fracture. Int J Damage Mech 20(4):618–652. https://doi.org/10.1177/1056789510386852
Schlüter A, Willenbücher A, Kuhn C et al (2014) Phase field approximation of dynamic brittle fracture. Comput Mech 54:1141–1161. https://doi.org/10.1007/S00466-014-1045-X
Singh N, Verhoosel CV, Borst RD et al (2016) A fracture-controlled path-following technique for phase-field modeling of brittle fracture. Finite Elem Anal Des 113:14–29. https://doi.org/10.1016/J.FINEL.2015.12.005
Tanné E, Li T, Bourdin B et al (2018) Crack nucleation in variational phase-field models of brittle fracture. J Mech Phys Solids 110:80–99. https://doi.org/10.1016/J.JMPS.2017.09.006
Teichtmeister S, Kienle D, Aldakheel F et al (2017) Phase field modeling of fracture in anisotropic brittle solids. Int J Non Linear Mech 97:1–21. https://doi.org/10.1016/J.IJNONLINMEC.2017.06.018
Wick T (2017) Modified newton methods for solving fully monolithic phase-field quasi-static brittle fracture propagation. Comput Methods Appl Mech Eng 325:577–611. https://doi.org/10.1016/J.CMA.2017.07.026
Winkler BJ (2001) Traglastuntersuchungen von unbewehrten und bewehrten Betonstrukturen auf der Grundlage eines objektiven Werkstoffgesetzes für Beton. Innsbruck University Press, Innsbruck
Wu JY (2017) A unified phase-field theory for the mechanics of damage and quasi-brittle failure. J Mech Phys Solids 103:72–99. https://doi.org/10.1016/J.JMPS.2017.03.015
Wu JY, Qiu JF, Nguyen VP et al (2019) Computational modeling of localized failure in solids: Xfem vs PF-CZM. Comput Methods Appl Mech Eng 345:618–643. https://doi.org/10.1016/J.CMA.2018.10.044
Wu JY, Huang Y, Nguyen VP (2020) On the BFGS monolithic algorithm for the unified phase field damage theory. Comput Methods Appl Mech Eng 360(112):704. https://doi.org/10.1016/J.CMA.2019.112704
Zhang ZJ, Paulino GH, Celes W (2007) Extrinsic cohesive modelling of dynamic fracture and microbranching instability in brittle materials. Int J Numer Methods Eng 72(8):893–923. https://doi.org/10.1002/nme.2030
Ziaei-Rad V, Shen Y (2016) Massive parallelization of the phase field formulation for crack propagation with time adaptivity. Comput Methods Appl Mech Eng 312:224–253. https://doi.org/10.1016/J.CMA.2016.04.013
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This work was supported by the National Fundamental Research Funds of China (JCKY2021209B016).
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Xie, K., Zhang, R., Li, Z. et al. Adaptive method for phase-field fracture using a volume weighted Quickselect algorithm. Int J Fract 242, 247–263 (2023). https://doi.org/10.1007/s10704-023-00718-7
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DOI: https://doi.org/10.1007/s10704-023-00718-7