journal article·2023-08

Adaptive method for phase-field fracture using a volume weighted Quickselect algorithm

Kai Xie, Ruijie Zhang, Zhongxin Li, Zhilin Wu

International Journal of Fracture· Volume 242· Issue 2
Publisher page

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.
Source: expertdata · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Numerical methods in engineering · Advanced Numerical Methods in Computational Mathematics · Electromagnetic Simulation and Numerical Methods

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (44)

Show source-provided references
1. Ambati M, Gerasimov T, Lorenzis LD (2015) Phase-field modeling of ductile fracture. Comput Mech 55:1017–1040. https://doi.org/10.1007/S00466-015-1151-410.1007/S00466-015-1151-4 ↗
2. 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.316043080510.1002/CPA.3160430805 ↗
3. 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.2009.04.01110.1016/J.JMPS.2009.04.011 ↗
4. 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.2017.09.00310.1016/J.FINEL.2017.09.003 ↗
5. 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.2012.01.00810.1016/J.CMA.2012.01.008 ↗
6. 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.2016.09.00510.1016/J.CMA.2016.09.005 ↗
7. 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)00028-910.1016/S0022-5096(99)00028-9 ↗
8. Bourdin B, Francfort GA, Marigo JJ (2008) The variational approach to fracture. J Elasticity 91(1):5–148. https://doi.org/10.1007/s10659-007-9107-310.1007/s10659-007-9107-3 ↗
9. 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-X10.1007/S10704-010-9562-X ↗
10. 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.2015.11.01010.1016/j.commatsci.2015.11.010 ↗
11. 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.530010.1002/nme.5300 ↗
12. 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)00034-910.1016/S0022-5096(98)00034-9 ↗
13. 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.2014.09.06010.1016/j.anucene.2014.09.060 ↗
14. 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.2015.12.01710.1016/J.CMA.2015.12.017 ↗
15. 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.2017.03.03910.1016/J.CMA.2017.03.039 ↗
16. 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.2019.10244710.1016/J.TAFMEC.2019.102447 ↗
17. 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.1921.000610.1098/rsta.1921.0006 ↗
18. 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.2022.11534710.1016/j.cma.2022.115347 ↗
19. 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.2015.03.00910.1016/J.CMA.2015.03.009 ↗
20. 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.2019.10659910.1016/J.ENGFRACMECH.2019.106599 ↗
21. 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.2019.06.00210.1016/J.CMA.2019.06.002 ↗
22. Hoare CAR (1961) Algorithm 65: find. Commun ACM 4(7):321–322. https://doi.org/10.1145/366622.36664710.1145/366622.366647 ↗
23. 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.2021.11409110.1016/J.CMA.2021.114091 ↗
24. 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.472610.1002/NME.4726 ↗
25. 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.2014.10.05210.1016/J.CMA.2014.10.052 ↗
26. 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.2010.04.01110.1016/J.CMA.2010.04.011 ↗
27. 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.286110.1002/NME.2861 ↗
28. 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.316042050310.1002/cpa.3160420503 ↗
29. 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/S00466-018-1649-710.1007/S00466-018-1649-7 ↗
30. Newmark NM (1959) A method of computation for structural dynamics. J Eng Mech 85(EM3):67–94
31. 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.2017.09.02110.1016/J.CMA.2017.09.021 ↗
32. 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.2020.10043010.1016/j.softx.2020.100430 ↗
33. 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/10.1177/105678951038685210.1177/1056789510386852 ↗
34. 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-X10.1007/S00466-014-1045-X ↗
35. 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.2015.12.00510.1016/J.FINEL.2015.12.005 ↗
36. 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.2017.09.00610.1016/J.JMPS.2017.09.006 ↗
37. 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.2017.06.01810.1016/J.IJNONLINMEC.2017.06.018 ↗
38. 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.2017.07.02610.1016/J.CMA.2017.07.026 ↗
39. Winkler BJ (2001) Traglastuntersuchungen von unbewehrten und bewehrten Betonstrukturen auf der Grundlage eines objektiven Werkstoffgesetzes für Beton. Innsbruck University Press, Innsbruck
40. 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.2017.03.01510.1016/J.JMPS.2017.03.015 ↗
41. 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.2018.10.04410.1016/J.CMA.2018.10.044 ↗
42. 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.2019.11270410.1016/J.CMA.2019.112704 ↗
43. 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.203010.1002/nme.2030 ↗
44. 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.2016.04.01310.1016/J.CMA.2016.04.013 ↗