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Coupling finite element method with meshless finite difference method by means of approximation constraints. (English) Zbl 1538.74136

Summary: The novel coupling technique applied to standard Finite Element and meshless Finite Difference Methods is presented in this paper. The problem domain is a priori partitioned into a set of disjoint subdomains, which are subsequently discretized using frameworks typical for the finite element method or the meshless finite difference method. The constraints problem, based on the least square approach, is established whose solution yields combinations of degrees of freedom in subdomains that determine the global approximation field, continuous in the entire domain. The constraints problem has the matrix-type form and requires solving the strongly singular system of equations. The appropriate technique is presented to find the complete solution in the form of a hyperplane in the space of degrees of freedom. The same method is applied to enforce the boundary conditions in the meshless subdomains. The proposed approach is illustrated with several 2D examples, including the standard Poisson’s problem and selected elasticity and thermo-elasticity problems. In each case, it is shown that the novel method of coupling FEM and MFDM is effective since it provides an accurate and continuous solution in the entire domain.

MSC:

74S05 Finite element methods applied to problems in solid mechanics
65N30 Finite element, Rayleigh-Ritz and Galerkin methods for boundary value problems involving PDEs
65M60 Finite element, Rayleigh-Ritz and Galerkin methods for initial value and initial-boundary value problems involving PDEs
65N06 Finite difference methods for boundary value problems involving PDEs
74S20 Finite difference methods applied to problems in solid mechanics
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References:

[1] Rohit, G.; Prajapati, J.; Patel, V., Coupling of finite element and meshfree method for structure mechanics application: a review, Int. J. Comput. Methods, 17, 04, Article 1850151 pp. (2000) · Zbl 1476.74144
[2] Santos, M.; Dutra do Carmo, E.; Fontes, E.; Mansur, W., A scheme for the analysis of primal stationary boundary value problems based on fe/fd multi-method, Finite Elem. Anal. Des., 209, Article 103809 pp. (2022)
[3] Nguyen, V. P.; Rabczuk, T.; Bordas, S.; Duflot, M., Meshless methods: a review and computer implementation aspects, Math. Comput. Simul., 79, 3, 763-813 (2008) · Zbl 1152.74055
[4] Chen, J.-S.; Hillman, M.; Chi, S.-W., Meshfree methods: progress made after 20 years, J. Eng. Mech., 143, 4, Article 04017001 pp. (2017)
[5] Qin, Q.; Song, L.; Liu, F., A meshless method based on the generalized finite difference method for three-dimensional elliptic interface problems, Comput. Math. Appl., 131, 26-34 (2023) · Zbl 1524.65718
[6] Lee, G.-H.; Chung, H.-J.; Choi, C.-K., Adaptive crack propagation analysis with the element-free Galerkin method, Int. J. Numer. Methods Eng., 56, 3, 331-350 (2003) · Zbl 1022.74037
[7] Liu, Z.; Wei, G.; Qin, S.; Wang, Z., The elastoplastic analysis of functionally graded materials using a meshfree rrkpm, Appl. Math. Comput., 413, Article 126651 pp. (2022) · Zbl 1510.74013
[8] Nguyen, V. P.; d. Vaucorbeil, A.; Bordas, S., The Material Point Method: Theory, Implementations and Applications (Scientific Computation) (2023)
[9] He, X.; Yang, J.; Mei, G.; Peng, L., Bending and free vibration analyses of ribbed plates with a hole based on the fsdt meshless method, Eng. Struct., 272, Article 114914 pp. (2022)
[10] Liszka, T.; Orkisz, J., The finite difference method at arbitrary irregular grids and its application in applied mechanics, Comput. Struct., 11, 1, 83-95 (1980), special Issue-Computational Methods in Nonlinear Mechanics · Zbl 0427.73077
[11] Milewski, S., Selected computational aspects of the meshless finite difference method, Numer. Algorithms, 63, 107-126 (2013) · Zbl 1267.65156
[12] Gavete, L.; Ureña, F.; Benito, J. J.; Ureña, M.; Gavete, M. L., Solving elliptical equations in 3D by means of an adaptive refinement in generalized finite differences, Math. Probl. Eng. (2018) · Zbl 1427.65328
[13] Wan, J.; Li, X., Analysis of a superconvergent recursive moving least squares approximation, Appl. Math. Lett., 133, Article 108223 pp. (2022) · Zbl 1502.65228
[14] Li, Q.; Du, G., Local and parallel finite element methods based on two-grid discretizations for a non-stationary coupled Stokes-Darcy model, Comput. Math. Appl., 113, 254-269 (2022) · Zbl 1504.65209
[15] Elsanadedy, H. M.; Al-Salloum, Y. A.; Alrubaidi, M. A.; Almusallam, T. H.; Abbas, H., Finite element analysis for progressive collapse potential of precast concrete beam-to-column connections strengthened with steel plates, J. Build. Eng., 34, Article 101875 pp. (2021)
[16] Berrone, S.; Grappein, D.; Scialò, S., 3D-1D coupling on non conforming meshes via a three-field optimization based domain decomposition, J. Comput. Phys., 448, Article 110738 pp. (2022) · Zbl 1537.65184
[17] Duong, V. A.; Diaz, A. D.; Chataigner, S.; Caron, J.-F., A layerwise finite element for multilayers with imperfect interfaces, Compos. Struct., 93, 12, 3262-3271 (2011)
[18] Wang, J.; Zhou, G.; Hillman, M.; Madra, A.; Bazilevs, Y.; Du, J.; Su, K., Consistent immersed volumetric Nitsche methods for composite analysis, Comput. Methods Appl. Mech. Eng., 385, Article 114042 pp. (2021) · Zbl 1502.74082
[19] Scrimieri, D.; Afazov, S. M.; Becker, A. A.; Ratchev, S. M., Fast mapping of finite element field variables between meshes with different densities and element types, Adv. Eng. Softw., 67, 90-98 (2014)
[20] Gawlik, E. S.; Lew, A. J., High-order finite element methods for moving boundary problems with prescribed boundary evolution, Comput. Methods Appl. Mech. Eng., 278, 314-346 (2014) · Zbl 1423.76233
[21] Ren, B.; Wu, C.; Lyu, D., An h-adaptive meshfree-enriched finite element method based on convex approximations for the three-dimensional ductile crack propagation simulation, Comput. Aided Geom. Des., 76, Article 101795 pp. (2020) · Zbl 1440.65153
[22] Cichoń, C.; Jaśkowiec, J., Coupling of FEM and EFGM with dynamic decomposition in 2D quasi-brittle crack growth analysis, Comput. Assist. Mech. Eng. Sci., 11, 293-320 (2004) · Zbl 1102.74042
[23] Zhou, R.; Gu, X.; Bi, S.; Wang, J., Finite element analysis of the failure of high-strength steel pipelines containing group corrosion defects, Eng. Fail. Anal., 136, Article 106203 pp. (2022)
[24] Milewski, S.; Orkisz, J., Improvements in the global A-posteriori error estimation of the fem and MFDM solutions, Comput. Inform., 30, 3, 639-653 (2011) · Zbl 1399.65261
[25] Huang, W.; Li, X., An anisotropic mesh adaptation method for the finite element solution of variational problems, (Mesh Generation - Applications and Adaptation. Mesh Generation - Applications and Adaptation, Finite Elements in Analysis and Design, vol. 46 (2010)), 61-73
[26] Lakshmanan, S.; Soni, B.; Balasubramaniam, K., r-adaptation in finite element modelling of elastic solids, Comput. Struct., 63, 2, 249-257 (1997) · Zbl 0899.73517
[27] de Siqueira, D.; Farias, A. M.; Devloo, P. R.; Gomes, S. M., Mixed finite element approximations of a singular elliptic problem based on some anisotropic and hp-adaptive curved quarter-point elements, Appl. Numer. Math., 158, 85-102 (2020) · Zbl 1448.35112
[28] Zboinski, G., Adaptive hpq finite element methods for the analysis of 3D-based models of complex structures. Part 1. Hierarchical modeling and approximations, Comput. Methods Appl. Mech. Eng., 199, 45, 2913-2940 (2010) · Zbl 1231.74449
[29] Zboinski, G., Adaptive hpq finite element methods for the analysis of 3D-based models of complex structures. Part 2. A posteriori error estimation, Comput. Methods Appl. Mech. Eng., 267, 531-565 (2013) · Zbl 1286.74112
[30] Zboiński, G., 3D-based hierarchical models and hpq-approximations for adaptive finite element method of Laplace problems as exemplified by linear dielectricity, Comput. Math. Appl., 78, 8, 2468-2511 (2019) · Zbl 1443.65381
[31] Marcinkowski, L., The mortar element method with locally nonconforming elements, BIT Numer. Math., 39, 4, 716-739 (1999) · Zbl 0944.65115
[32] Bi, C.; Chen, W., Mortar finite volume element method with Crouzeix-Raviart element for parabolic problems, Appl. Numer. Math., 58, 11, 1642-1657 (2008) · Zbl 1155.65077
[33] Huang, P.; Wu, H.; Xiao, Y., An unfitted interface penalty finite element method for elliptic interface problems, Comput. Methods Appl. Mech. Eng., 323, 439-460 (2017) · Zbl 1439.74422
[34] Zhang, X., High order interface-penalty finite element methods for elasticity interface problems in 3D, Comput. Math. Appl., 114, 161-170 (2022) · Zbl 1524.65880
[35] Liu, B., A Nitsche stabilized finite element method: application for heat and mass transfer and fluid-structure interaction, Comput. Methods Appl. Mech. Eng., 386, Article 114101 pp. (2021) · Zbl 1507.74489
[36] Hansbo, P.; Larson, M. G., Nitsche’s finite element method for model coupling in elasticity, Comput. Methods Appl. Mech. Eng., 392, Article 114707 pp. (2022) · Zbl 1507.74475
[37] Jaśkowiec, J.; Milewski, S., Coupling finite element method with meshless finite difference method in thermomechanical problems, Comput. Math. Appl., 72, 9, 2259-2279 (2016) · Zbl 1368.74061
[38] Jaśkowiec, J.; Milewski, S., The effective interface approach for coupling of the FE and meshless FD methods and applying essential boundary conditions, Comput. Math. Appl., 70, 5, 962-979 (2015) · Zbl 1443.65342
[39] Milewski, S., Higher order meshless approximation applied to finite difference and finite element methods in selected thermomechanical problems, Eng. Anal. Bound. Elem., 140, 300-321 (2022) · Zbl 1521.74390
[40] Jaśkowiec, J., Very high order discontinuous Galerkin method in elliptic problems, Comput. Mech., 62, 1-21 (2018) · Zbl 1446.65113
[41] Jha, A., Hanging nodes for higher-order Lagrange finite elements, Examples and Counterexamples, 1, Article 100025 pp. (2021)
[42] Sławomir, M., Development of simple effective cloud of nodes and triangular mesh generators for meshless and element-based analyses-implementation in Matlab, Comput. Ass. Methods Eng. Sci., 24, 3, 157-180 (2017)
[43] Suchde, P.; Jacquemin, T.; Davydov, O., Point cloud generation for meshfree methods: an overview, Arch. Comput. Methods Eng., 30, 889-915 (2023)
[44] Lancaster, P.; Salkauskas, K., Surfaces generated by moving least squares methods, Math. Comput., 37, 155, 141-158 (1981) · Zbl 0469.41005
[45] Orkisz, J., Finite difference method (part III), (Kleiber, M., Handbook of Computational Solid Mechanics (1998), Springer-Verlag: Springer-Verlag Berlin), 336-432
[46] Buffa, A.; Ortner, C., Compact embeddings of broken Sobolev spaces and applications, IMA J. Numer. Anal., 29, 4, 827-855 (2009) · Zbl 1181.65094
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