journal article·2025-02Open access

Phase field modeling of anisotropic silicon crystalline cracking in 3D thin-walled photovoltaic laminates

Z. Liu, P. Lenarda, J. Reinoso, M. Paggi

International Journal of Fracture· Volume 249· Issue 1

Abstract

Abstract A novel computational framework integrating the phase field approach with the solid shell formulation at finite deformation is proposed to model the anisotropic fracture of silicon solar cells in the thin-walled photovoltaic laminates. To alleviate the locking effects, both the enhanced assumed strain and assumed natural strain methods are incorporated in the solid shell element formulation. Aiming at tackling the poor convergence performance of standard Newton schemes, the efficient and robust quasi-Newton scheme is adopted for the solution of phase field modeling with enhanced shell formulation in a monolithic manner. Due to fracture anisotropy of the brittle silicon solar cells, the second-order structural tensor that is defined by the normal of preferential crack plane is introduced into the crack energy density function in the phase field modeling. On the other hand, to efficiently predict the crack growth of silicon solar cells, a global–local approach in the 3D setting proposed in the previous work is adopted here for the fracture modeling. In this approach, both mechanical deformation and phase field fracture are accounted for at the local model, while only mechanical deformation is addressed at the global level. At each time step, the solution of the global model is used to drive the local model, which corresponds to the one-way coupling in line with experimental evidence that the silicon cell cracking has negligible influence on the stiffness of photovoltaic modules. The capability of the modeling framework is demonstrated through numerical simulation of silicon solar cell cracking in the photovoltaic modules when subjected to different loading cases.
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Research context

OpenAlex topics: Fatigue and fracture mechanics · Numerical methods in engineering · High-Velocity Impact and Material Behavior

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References (83)

Show source-provided references
1. Ambati M, De Lorenzis L (2016) Phase-field modeling of brittle and ductile fracture in shells with isogeometric NURBS-based solid-shell elements. Comput Methods Appl Mech Eng 312:351–37310.1016/j.cma.2016.02.017 ↗
2. Ambati M, Gerasimov T, De Lorenzis L (2015) Phase-field modeling of ductile fracture. Comput Mech 55:1017–104010.1007/s00466-015-1151-4 ↗
3. Amiri F, Millán D, Shen Y, Rabczuk T, Arroyo M (2014) Phase-field modeling of fracture in linear thin shells. Theoret Appl Fract Mech 69:102–10910.1016/j.tafmec.2013.12.002 ↗
4. Areias P, Rabczuk T, Msekh M (2016) Phase-field analysis of finite-strain plates and shells including element subdivision. Comput Methods Appl Mech Eng 312:322–35010.1016/j.cma.2016.01.020 ↗
5. Assmus M, Jack S, Weiss K-A, Koehl M (2011) Measurement and simulation of vibrations of PV-modules induced by dynamic mechanical loads. Prog Photovolt Res Appl 19(6):688–69410.1002/pip.1087 ↗
6. Betsch P, Stein E (1995) An assumed strain approach avoiding artificial thickness straining for a non-linear 4-node shell element. Commun Numer Methods Eng 11(11):899–90910.1002/cnm.1640111104 ↗
7. Bischoff M, Ramm E (1997) Shear deformable shell elements for large strains and rotations. Int J Numer Meth Eng 40(23):4427–444910.1002/(SICI)1097-0207(19971215)40:23<4427::AID-NME268>3.0.CO;2-9 ↗
8. Borden MJ, Verhoosel CV, Scott MA, Hughes TJ, Landis CM (2012) A phase-field description of dynamic brittle fracture. Comput Methods Appl Mech Eng 217:77–9510.1016/j.cma.2012.01.008 ↗
9. Bourdin B, Francfort GA, Marigo J-J (2000) Numerical experiments in revisited brittle fracture. J Mech Phys Solids 48(4):797–82610.1016/S0022-5096(99)00028-9 ↗
10. Buerhop C, Wirsching S, Bemm A, Pickel T, Hohmann P, Nieß M, Vodermayer C, Huber A, Glück B, Mergheim J et al (2018) Evolution of cell cracks in PV-modules under field and laboratory conditions. Prog Photovolt Res Appl 26(4):261–27210.1002/pip.2975 ↗
11. Carollo V, Reinoso J, Paggi M (2017) A 3d finite strain model for intralayer and interlayer crack simulation coupling the phase field approach and cohesive zone model. Compos Struct 182:636–65110.1016/j.compstruct.2017.08.095 ↗
12. Cavuoto R, Lenarda P, Misseroni D, Paggi M, Bigoni D (2022) Failure through crack propagation in components with holes and notches: an experimental assessment of the phase field model. Int J Solids Struct 257:11179810.1016/j.ijsolstr.2022.111798 ↗
13. Chaturvedi P, Hoex B, Walsh TM (2013) Broken metal fingers in silicon wafer solar cells and PV modules. Sol Energy Mater Sol Cells 108:78–8110.1016/j.solmat.2012.09.013 ↗
14. Clayton JD, Knap J (2014) A geometrically nonlinear phase field theory of brittle fracture. Int J Fract 189(2):139–14810.1007/s10704-014-9965-1 ↗
15. Clayton J, Knap J (2015) Phase field modeling of directional fracture in anisotropic polycrystals. Comput Mater Sci 98:158–16910.1016/j.commatsci.2014.11.009 ↗
16. Clayton J, Knap J (2016) Phase field modeling and simulation of coupled fracture and twinning in single crystals and polycrystals. Comput Methods Appl Mech Eng 312:447–46710.1016/j.cma.2016.01.023 ↗
17. Comi C, Perego U (2001) Fracture energy based Bi-dissipative damage model for concrete. Int J Solids Struct 38(36–37):6427–645410.1016/S0020-7683(01)00066-X ↗
18. Corrado M, Infuso A, Paggi M (2017) Simulated hail impacts on flexible photovoltaic laminates: testing and modelling. Meccanica 52:1425–143910.1007/s11012-016-0483-2 ↗
19. Dvorkin EN, Bathe K-J (1984) A continuum mechanics based four-node shell element for general non-linear analysis, Eng Comput10.1108/eb023562 ↗
20. Forest S (2009) Micromorphic approach for gradient elasticity, viscoplasticity, and damage. J Eng Mech 135(3):117–13110.1061/(ASCE)0733-9399(2009)135:3(117) ↗
21. Francfort GA, Marigo J-J (1998) Revisiting brittle fracture as an energy minimization problem. J Mech Phys Solids 46(8):1319–134210.1016/S0022-5096(98)00034-9 ↗
22. Frémond M, Nedjar B (1996) Damage, gradient of damage and principle of virtual power. Int J Solids Struct 33(8):1083–110310.1016/0020-7683(95)00074-7 ↗
23. Gültekin O, Dal H, Holzapfel GA (2016) A phase-field approach to model fracture of arterial walls: theory and finite element analysis. Comput Methods Appl Mech Eng 312:542–56610.1016/j.cma.2016.04.007 ↗
24. Gültekin O, Dal H, Holzapfel GA (2018) Numerical aspects of anisotropic failure in soft biological tissues favor energy-based criteria: a rate-dependent anisotropic crack phase-field model. Comput Methods Appl Mech Eng 331:23–5210.1016/j.cma.2017.11.008 ↗
25. Hofacker M, Miehe C (2013) A phase field model of dynamic fracture: Robust field updates for the analysis of complex crack patterns. Int J Numer Meth Eng 93(3):276–30110.1002/nme.4387 ↗
26. Infuso A, Corrado M, Paggi M (2014) Image analysis of polycrystalline solar cells and modelling of intergranular and transgranular cracking. J Eur Ceram Soc 34(11):2713–272210.1016/j.jeurceramsoc.2013.12.051 ↗
27. Javvaji B, Budarapu PR, Paggi M, Zhuang X, Rabczuk T (2018) Fracture properties of graphene-coated silicon for photovoltaics. Adv Theor Simul 1(12):180009710.1002/adts.201800097 ↗
28. Kajari-Schröder S, Kunze I, Eitner U, Köntges M (2011) Spatial and orientational distribution of cracks in crystalline photovoltaic modules generated by mechanical load tests. Sol Energy Mater Sol Cells 95(11):3054–305910.1016/j.solmat.2011.06.032 ↗
29. Käsewieter J, Haase F, Larrodé MH, Köntges M (2014) Cracks in solar cell metallization leading to module power loss under mechanical loads. Energy Procedia 55:469–47710.1016/j.egypro.2014.08.011 ↗
30. Kiendl J, Ambati M, De Lorenzis L, Gomez H, Reali A (2016) Phase-field description of brittle fracture in plates and shells. Comput Methods Appl Mech Eng 312:374–39410.1016/j.cma.2016.09.011 ↗
31. Kikis G, Ambati M, De Lorenzis L, Klinkel S (2021) Phase-field model of brittle fracture in reissner-mindlin plates and shells. Comput Methods Appl Mech Eng 373:11349010.1016/j.cma.2020.113490 ↗
32. Klinkel S, Wagner W (1997) A geometrical non-linear brick element based on the EAS-method. Int J Numer Meth Eng 40(24):4529–454510.1002/(SICI)1097-0207(19971230)40:24<4529::AID-NME271>3.0.CO;2-I ↗
33. Köntges M, Siebert M, Morlier A, Illing R, Bessing N, Wegert F (2016) Impact of transportation on silicon wafer-based photovoltaic modules. Prog Photovolt Res Appl 24(8):1085–109510.1002/pip.2768 ↗
34. Köntges M, Oreski G, Jahn U, Herz M, Hacke P, Weiß K.-A. (2017) Assessment of Photovoltaic Module Failures in the Field: International Energy Agency Photovoltaic Power Systems Programme: IEA PVPS Task 13, Subtask 3: Report IEA-PVPS T13-09: 2017, International Energy Agency
35. Liu Z, Reinoso J, Paggi M (2022) Phase field modeling of brittle fracture in large-deformation solid shells with the efficient quasi-newton solution and global-local approach. Comput Methods Appl Mech Eng 399:115410
36. Liu Z, Reinoso J, Paggi M (2022) A humidity dose-CZM formulation to simulate new end-of-life recycling methods for photovoltaic laminates. Eng Fract Mech 259:108125
37. Liu Z, Marino M, Reinoso J, Paggi M (2023) A continuum large-deformation theory for the coupled modeling of polymer-solvent system with application to PV recycling. Int J Eng Sci 187:103842
38. Liu Z, Lenarda P, Reinoso J, Paggi M (2023) A multifield coupled thermo-chemo-mechanical theory for the reaction-diffusion modeling in photovoltaics. Int J Numer Meth Eng 124(12):2876–290110.1002/nme.7233 ↗
39. Liu Z, Reinoso J, Paggi M (2022) Hygro-thermo-mechanical modeling of thin-walled photovoltaic laminates with polymeric interfaces. J Mech Phys Solids 169:10505610.1016/j.jmps.2022.105056 ↗
40. Matthies H, Strang G (1979) The solution of nonlinear finite element equations. Int J Numer Meth Eng 14(11):1613–162610.1002/nme.1620141104 ↗
41. Mergheim J, Steinmann P (2006) A geometrically nonlinear Fe approach for the simulation of strong and weak discontinuities. Comput Methods Appl Mech Eng 195(37–40):5037–505210.1016/j.cma.2005.05.057 ↗
42. Mergheim J, Kuhl E, Steinmann P (2005) A finite element method for the computational modelling of cohesive cracks. Int J Numer Meth Eng 63(2):276–28910.1002/nme.1286 ↗
43. 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(45–48):2765–277810.1016/j.cma.2010.04.011 ↗
44. Miehe C, Welschinger F, Hofacker M (2010) Thermodynamically consistent phase-field models of fracture: variational principles and multi-field Fe implementations. Int J Numer Meth Eng 83(10):1273–131110.1002/nme.2861 ↗
45. Miehe C, Schaenzel L.-M, Ulmer H (2015) Phase field modeling of fracture in multi-physics problems. part i. balance of crack surface and failure criteria for brittle crack propagation in thermo-elastic solids, Computer Methods in Applied Mechanics and Engineering 294 449–48510.1016/j.cma.2014.11.016 ↗
46. Moës N, Dolbow J, Belytschko T (1999) A finite element method for crack growth without remeshing. Int J Numer Meth Eng 46(1):131–15010.1002/(SICI)1097-0207(19990910)46:1<131::AID-NME726>3.0.CO;2-J ↗
47. Msekh MA, Sargado JM, Jamshidian M, Areias PM, Rabczuk T (2015) Abaqus implementation of phase-field model for brittle fracture. Comput Mater Sci 96:472–48410.1016/j.commatsci.2014.05.071 ↗
48. Munoz M, Alonso-García MC, Vela N, Chenlo F (2011) Early degradation of silicon PV modules and guaranty conditions. Sol Energy 85(9):2264–227410.1016/j.solener.2011.06.011 ↗
49. Nguyen T-T, Réthoré J, Yvonnet J, Baietto M-C (2017) Multi-phase-field modeling of anisotropic crack propagation for polycrystalline materials. Comput Mech 60:289–31410.1007/s00466-017-1409-0 ↗
50. Oliver J, Huespe AE, Blanco S, Linero D (2006) Stability and robustness issues in numerical modeling of material failure with the strong discontinuity approach. Comput Methods Appl Mech Eng 195(52):7093–711410.1016/j.cma.2005.04.018 ↗
51. Ortiz M, Pandolfi A (1999) Finite-deformation irreversible cohesive elements for three-dimensional crack-propagation analysis. Int J Numer Meth Eng 44(9):1267–128210.1002/(SICI)1097-0207(19990330)44:9<1267::AID-NME486>3.0.CO;2-7 ↗
52. Paggi M, Wriggers P (2011) A nonlocal cohesive zone model for finite thickness interfaces-Part I: mathematical formulation and validation with molecular dynamics. Comput Mater Sci 50(5):1625–163310.1016/j.commatsci.2010.12.024 ↗
53. Paggi M, Wriggers P (2011) A nonlocal cohesive zone model for finite thickness interfaces-Part II: Fe implementation and application to polycrystalline materials. Comput Mater Sci 50(5):1634–164310.1016/j.commatsci.2010.12.021 ↗
54. Paggi M, Wriggers P (2012) Stiffness and strength of hierarchical polycrystalline materials with imperfect interfaces. J Mech Phys Solids 60(4):557–57210.1016/j.jmps.2012.01.009 ↗
55. Paggi M, Kajari-Schröder S, Eitner U (2011) Thermomechanical deformations in photovoltaic laminates. J Strain Anal Eng Design 46(8):772–78210.1177/0309324711421722 ↗
56. Paggi M, Lehmann E, Weber C, Carpinteri A, Wriggers P, Schaper M (2013) A numerical investigation of the interplay between cohesive cracking and plasticity in polycrystalline materials. Comput Mater Sci 77:81–9210.1016/j.commatsci.2013.04.002 ↗
57. Paggi M, Corrado M, Rodriguez MA (2013) A multi-physics and multi-scale numerical approach to microcracking and power-loss in photovoltaic modules. Compos Struct 95:630–63810.1016/j.compstruct.2012.08.014 ↗
58. Paggi M, Corrado M, Reinoso J (2018) Fracture of solar-grade anisotropic polycrystalline silicon: a combined phase field-cohesive zone model approach. Comput Methods Appl Mech Eng 330:123–14810.1016/j.cma.2017.10.021 ↗
59. Paggi M, Corrado M, Berardone I (2016) A global/local approach for the prediction of the electric response of cracked solar cells in photovoltaic modules under the action of mechanical loads. Eng Fract Mech 168:40–5710.1016/j.engfracmech.2016.01.018 ↗
60. Papargyri L, Theristis M, Kubicek B, Krametz T, Mayr C, Papanastasiou P, Georghiou GE (2020) Modelling and experimental investigations of microcracks in crystalline silicon photovoltaics: a review. Renew Energy 145:2387–240810.1016/j.renene.2019.07.138 ↗
61. Paul K, Zimmermann C, Mandadapu KK, Hughes TJ, Landis CM, Sauer RA (2020) An adaptive space-time phase field formulation for dynamic fracture of brittle shells based on LR NURBS. Comput Mech 65(4):1039–106210.1007/s00466-019-01807-y ↗
62. Paul K, Zimmermann C, Duong TX, Sauer RA (2020) Isogeometric continuity constraints for multi-patch shells governed by fourth-order deformation and phase field models. Comput Methods Appl Mech Eng 370:11321910.1016/j.cma.2020.113219 ↗
63. Peerlings R, Geers M, De Borst R, Brekelmans W (2001) A critical comparison of nonlocal and gradient-enhanced softening continua. Int J Solids Struct 38(44–45):7723–774610.1016/S0020-7683(01)00087-7 ↗
64. Pillai U, Triantafyllou SP, Ashcroft I, Essa Y, de la Escalera FM (2020) Phase-field modelling of brittle fracture in thin shell elements based on the MITC4+ approach. Comput Mech 65(6):1413–143210.1007/s00466-020-01827-z ↗
65. Pingel S, Zemen Y, Frank O, Geipel T, Berghold J (2009) Mechanical stability of solar cells within solar panels, Proc. of 24th EUPVSEC 3459–3464
66. Proserpio D, Ambati M, De Lorenzis L, Kiendl J (2020) A framework for efficient is geometric computations of phase-field brittle fracture in multipatch shell structures. Comput Methods Appl Mech Eng 372:11336310.1016/j.cma.2020.113363 ↗
67. Proserpio D, Ambati M, De Lorenzis L, Kiendl J (2021) Phase-field simulation of ductile fracture in shell structures. Comput Methods Appl Mech Eng 385:11401910.1016/j.cma.2021.114019 ↗
68. Reinoso J, Blázquez A (2016) Application and finite element implementation of 7-parameter shell element for geometrically nonlinear analysis of layered CFRP composites. Compos Struct 139:263–27610.1016/j.compstruct.2015.12.009 ↗
69. Reinoso J, Paggi M, Linder C (2017) Phase field modeling of brittle fracture for enhanced assumed strain shells at large deformations: formulation and finite element implementation. Comput Mech 59(6):981–100110.1007/s00466-017-1386-3 ↗
70. Rupnowski P, Sopori B (2009) Strength of silicon wafers: fracture mechanics approach. Int J Fract 155:67–7410.1007/s10704-009-9324-9 ↗
71. Sander M, Dietrich S, Pander M, Ebert M, Bagdahn J (2013) Systematic investigation of cracks in encapsulated solar cells after mechanical loading. Sol Energy Mater Sol Cells 111:82–8910.1016/j.solmat.2012.12.031 ↗
72. Simo J-C, Armero F (1992) Geometrically non-linear enhanced strain mixed methods and the method of incompatible modes. Int J Numer Meth Eng 33(7):1413–144910.1002/nme.1620330705 ↗
73. Simo JC, Rifai M (1990) A class of mixed assumed strain methods and the method of incompatible modes. Int J Numer Meth Eng 29(8):1595–163810.1002/nme.1620290802 ↗
74. Simo JC, Oliver J, Armero F (1993) An analysis of strong discontinuities induced by strain-softening in rate-independent inelastic solids. Comput Mech 12(5):277–29610.1007/BF00372173 ↗
75. Simone A, Duarte CA, Van der Giessen E (2006) A generalized finite element method for polycrystals with discontinuous grain boundaries. Int J Numer Meth Eng 67(8):1122–114510.1002/nme.1658 ↗
76. Spannraft L, Steinmann P, Mergheim J (2023) A generalized anisotropic damage interface model for finite strains. J Mech Phys Solids 174:10525510.1016/j.jmps.2023.105255 ↗
77. Terheiden B, Ballmann T, Horbelt R, Schiele Y, Seren S, Ebser J, Hahn G, Mertens V, Koentopp MB, Scherff M et al (2015) Manufacturing 100-$$\mu $$m-thick silicon solar cells with efficiencies greater than 20% in a pilot production line. Phys Status Solidi (a) 212(1):13–2410.1002/pssa.201431241 ↗
78. Ulmer H, Hofacker M, Miehe C (2012) Phase field modeling of fracture in plates and shells. PAMM 12(1):171–17210.1002/pamm.201210076 ↗
79. Vu-Quoc L, Tan X (2003) Optimal solid shells for non-linear analyses of multilayer composites. I. statics. Comput Methods Appl Mech Eng 192(910):975–101610.1016/S0045-7825(02)00435-8 ↗
80. Wang PA (2006) Industrial challenges for thin wafer manufacturing, in: 2006 IEEE 4th World Conference on Photovoltaic Energy Conference, Vol. 1, IEEE, pp. 1179–118210.1109/WCPEC.2006.279391 ↗
81. Wohlgemuth JH, Cunningham DW, Placer NV, Kelly GJ, Nguyen AM, The effect of cell thickness on module reliability, in, (2008) 33rd IEEE Photovoltaic Specialists Conference. IEEE 2008:1–410.1109/PVSC.2008.4922770 ↗
82. Wu J-Y, Huang Y, Nguyen VP (2020) On the BFGS monolithic algorithm for the unified phase field damage theory. Comput Methods Appl Mech Eng 360:11270410.1016/j.cma.2019.112704 ↗
83. Xu X, Lai D, Wang G, Wang Y (2021) Nondestructive silicon wafer recovery by a novel method of solvothermal swelling coupled with thermal decomposition. Chem Eng J 418:12945710.1016/j.cej.2021.129457 ↗