Computer Methods in Applied Mechanics and Engineering
A discontinuous Galerkin formulation of a model of gradient plasticity at finite strains☆
Introduction
The inability of the well-developed classical theories of plasticity to capture scale-dependent behaviour is one of the primary motivations for the development of a range of strain gradient plasticity models that attempt to represent the underlying mesoscale phenomena within a continuum framework, see, for example, [1]. A further motivation concerns the inability of the classical models to describe softening media. In the early works of Dillon and Kratochvil [2], Aifantis [3], [4] and Coleman and Hodgdon [5], the von Mises yield criterion is augmented by a term involving the Laplacian of the equivalent plastic strain, and possibly further higher-order terms. These theories incorporate, in a natural way, a physical length scale, and thereby allow phenomena such as shear banding to be represented meaningfully. The relation of these theories of gradient plasticity to the underlying interpretation of plastic deformation arising due to the flow of dislocations in the crystal lattice structure was established by Aifantis [3], [4].
The nonstandard higher-order contributions arising in gradient plasticity formulations render the conventional framework of classical finite elements inappropriate. Various approaches have hitherto been used in the numerical treatment of problems in gradient plasticity based upon a similar model to the one considered here. De Borst and Mülhaus [6] derived a weak form of the gradient plasticity formulation proposed by Mülhaus and Aifantis [7] as well as the resulting finite element framework. The use of finite element formulations for the interpolation of the hardening parameter has been documented in [6], [8], [9], [10]. Related work, using a conforming approximation, is that of Liebe and Steinmann [11]. De Borst et al. [12] extended their earlier work to include gradient damage within a gradient plasticity formulation. Other contributions concerned with gradient damage include the investigation by Wells et al. [13] while Garikipati [14] has explored a variational multiscale approach to a model of gradient plasticity proposed by Fleck and Hutchinson [1].
The work presented here constitutes an extension to the finite-strain regime of a discontinuous Galerkin based, strain gradient plasticity formulation documented for the infinitesimal theory in [15], [16]. Various other researchers have also considered the extension of the gradient plasticity model in [7] to the finite-strain regime (see, for example, [17], [18], [19], [20]). An evaluation of the ability of several higher-order plasticity theories to predict size effects and localisation was presented by Engelen et al. [21]. Other key contributions to the numerical simulation of problems of gradient plasticity include those presented in [22], [23], [24], [25], [26], [27], [20], [28], amongst others.
As detailed in [15], [16], the discontinuous Galerkin finite element method allows the higher-order contributions arising in the gradient formulation to be treated in an elegant and effective manner. In discontinuous Galerkin methods, interelement continuity of the approximation field is relaxed in a framework in which the discrete problem remains consistent.
Discontinuous Galerkin methods were developed in the 1970s and 1980s [29], [30], but it is only in recent years that they have been exploited in a wide range of problems. The collection [31] provides an excellent overview of the key approaches for elliptic and hyperbolic problems. Within the context of linear elasticity there have been important contributions by Rivière and Wheeler [32] and Wihler [33], the latter considering the case of nonconvex domains and vanishing compressibility. Ten Eyck and Lew [34] demonstrated the effectiveness of the discontinuous Galerkin formulation in circumventing locking-related problems arising due to vanishing compressibility within the context of nonlinear elasticity. A key contribution of their work was to show that the discontinuous Galerkin formulation produced results of similar accuracy to those obtained using a conforming approximation with a comparable, and often lower, computational cost. The effective treatment of the incompressibility constraint is of significant importance in many models of plasticity in which plastic deformation is assumed incompressible.
A discontinuous Galerkin method has recently been developed for strain gradient dependent damage models [13], [35], while the work by Engel et al. [36] treats continuous/discontinuous Galerkin methods for fourth-order problems by reducing the classical requirement of continuity of the unknown variable to one of continuity. Discontinuous Galerkin in time approximations for classical plasticity have been investigated by Alberty and Carstensen [37]. More recently, the discontinuous Galerkin method has been applied to problems in nonlinear elasticity by ten Eyck and Lew [34] and Noels and Radovitzky [38].
The extension of our previous work to the finite-strain regime is facilitated by the adoption of a logarithmic hyperelastic–plastic model that preserves the essential ingredients of the return mapping algorithms of the infinitesimal theory. The model was developed for classical plasticity by Simo [39]. The extension of the classical small-strain plasticity theory to finite strains using logarithmic strain measures has a considerable history [40], [41], [42], [43], [44], [45], [46], [47]. The simplicity of this model of plasticity has been exploited by Geers [48] as the basis for a nonlocal implicit gradient plasticity formulation at finite strains.
The assumption of incompressible plastic deformation in the von Mises yield criterion renders a finite element solution using low-order elements susceptible to volumetric locking. Low-order elements are advantageous however as they reduce the computational expense of the formulation and are more robust than high-order elements for large-deformation problems. The method of enhanced assumed strains for geometrically nonlinear problems, originally developed by Simo and Armero [49] and extended in subsequent works [50], [51], [52], is utilised to provide a locking-free response for low-order elements.
This work focuses on algorithmic and computational aspects of the model of gradient plasticity considered at finite strains. In Section 2 we review the relations governing an elastoplastic body. The method of enhanced assumed strains is outlined. Relevant terminology pertaining to the discontinuous Galerkin finite element method is then presented in Section 3. This provides the background for the discontinuous Galerkin formulation of the nonlocal consistency condition arising in the gradient problem. The numerical solution of the gradient plasticity problem is realised by means of a predictor–corrector algorithm, as discussed in Section 4. In addition to deriving the algorithmic consistent tangent modulus, full details of the implementation of the algorithm are given. Two example problems are presented in Section 5 to illustrate the performance and key features of the algorithm. The work concludes with a summary and a review of possible extensions.
Section snippets
The governing equations for the problem
We denote by the reference placement of a continuum with material points denoted as depicted in Fig. 1. The time domain under consideration is the interval . The boundary of is denoted by with outward normal . Dirichlet and Neumann boundary conditions for the displacement and the traction T are prescribed on and , respectively, in addition and . The nominal prescribed traction on is denoted by , where P is the first Piola–Kirchhoff stress
A discontinuous Galerkin formulation
We denote by the space of polynomials of degree at most on K. Let be a shape-regular subdivision of the current domain where, here, K are quadrilaterals as depicted in Fig. 3. Unlike in conforming finite element formulations we do not directly impose nodal continuity on the approximation fields.
We consider here the subdivision of the current configuration as this is the placement in which the nonlocal expression of the flow rule is most appropriately defined. In the nonlocal
Implementation of the predictor–corrector solution procedure
A predictor–corrector solution algorithm [76], [77] is used to solve the fully-discrete gradient plasticity problem for the increment in the displacement and the internal hardening parameter during a time step of duration . The predictor–corrector procedure is equivalent to the widely used Newton–Raphson solution strategy [78]. A predictor–corrector solution procedure is chosen as the link to the underlying mechanical principles is strong [77] and can be readily exploited for the
Numerical examples
The proposed algorithm for the solution of the gradient plasticity problem is implemented within a finite element code inspired by Alberty et al. [80], [81] and Carstensen and Klose [82]. The finite element code is used to simulate the response of two example problems. The example problems demonstrate various features of the gradient plasticity formulation.
The first example problem, a rectangular plate with a small initial imperfection subjected to compressive loading where the material
Conclusion
This work has been concerned with the development and implementation of algorithms associated with a discontinuous Galerkin approximation of a model of finite-strain gradient plasticity. It follows a study of the gradient plasticity model considered here under the assumption of infinitesimal deformations, presented in [15], [16], in which the well-posedness and convergence were investigated, algorithms developed and an analysis performed.
The extension of the gradient plasticity formulation to
References (94)
- et al.
Strain gradient plasticity
Adv. Appl. Mech.
(1997) - et al.
A strain gradient theory of plasticity
Int. J. Solids Struct.
(1970) The physics of plastic deformation
Int. J. Plast.
(1987)- et al.
On coupled gradient-dependent plasticity and damage theories with a view to localization analysis
Eur. J. Mech. Solids
(1999) - et al.
A discontinuous Galerkin formulation for a strain gradient-dependent damage model
Comput. Methods Appl. Mech. Engrg.
(2004) - et al.
A discontinuous Galerkin formulation for classical and gradient plasticity – Part 1: formulation and analysis
Comput. Methods Appl. Mech. Engrg.
(2007) - et al.
A discontinuous Galerkin formulation for classical and gradient plasticity. Part 2: algorithms and numerical analysis
Comput. Methods Appl. Mech. Engrg.
(2007) Post-necking behaviour modelled by a gradient dependent plasticity theory
Int. J. Solids Struct.
(1997)- et al.
Theory and numerics of geometrically non-linear gradient plasticity
Int. J. Engrg. Sci.
(2003) - et al.
An evaluation of higher-order plasticity theories for predicting size effects and localisation
Int. J. Solids Struct.
(2006)
A mixed element method in gradient plasticity for pressure dependent materials and modelling of strain localization
Comput. Methods Appl. Mech. Engrg.
An algorithm for gradient-regularized plasticity coupled to damage based on a dual mixed FE-formulation
Comput. Methods Appl. Mech. Engrg.
Modeling of localisation and scale effect in thick-walled cylinders with gradient elastoplasticity
Int. J. Solids Struct.
A discontinuous Galerkin method for strain gradient-dependent damage: study of interpolations and convergence
Comput. Methods Appl. Mech. Engrg.
Continuous/discontinuous finite element approximations of fourth-order elliptic problems in structural and continuum mechanics with applications to thin beams and plates, and strain gradient elasticity
Comput. Methods Appl. Mech. Engrg.
Discontinuous Galerkin time discretization in elastoplasticity: motivation, numerical algorithms, and applications
Comput. Methods Appl. Mech. Engrg.
Algorithms for static and dynamic multiplicative plasticity that preserve the classical return mapping schemes of the infinitesimal theory
Comput. Methods Appl. Mech. Engrg.
A model for finite strain elasto-plasticity based on logarithmic strains: computational issues
Comput. Methods Appl. Mech. Engrg.
The logarithmic strain space description
Int. J. Solids Struct.
Self-consistent Eulerian rate type elasto-plasticity models based upon the logarithmic stress rate
Int. J. Plast.
Finite strain logarithmic hyperelasto-plasticity with softening: a strongly non-local implicit gradient framework
Comput. Methods Appl. Mech. Engrg.
Improved versions of assumed enhanced strain tri-linear elements for 3d finite deformation problems
Comput. Methods Appl. Mech. Engrg.
On the locking and stability of finite elements in finite deformation plane strain problems
Comput. Struct.
Inelastic constitutive relations for solids: an internal-variable theory and its application to metal plasticity
J. Mech. Phys. Solids
On the mechanics of crystalline solids
J. Mech. Phys. Solids
Strain localization in ductile single crystals
J. Mech. Phys. Solids
Topics on the numerical analysis and simulation of plasticity
Consistent predictors and the solution of the piecewise holonomic incremental problem in elasto-plasticity
Engrg. Struct.
Consistent tangent operators for rate independent elasto-plasticity
Comput. Methods Appl. Mech. Engrg.
Nonlocal implicit gradient-enhanced elasto-plasticity for the modelling of softening behaviour
Int. J. Plast.
H-adaptive mesh refinement for shear band localization in elasto-plasticity Cosserat continuum
Commun. Nonlinear Sci. Numer. Simulat.
A theory of strain gradient plasticity for isotropic, plastically irrotational materials, Part II: Finite deformations
Int. J. Plast.
A theory of strain gradient plasticity for isotropic, plastically irrotational materials. Part I: Small deformations
J. Mech. Phys. Solids
Well-posedness of a model of strain gradient plasticity for plastically irrotational materials
Int. J. Plast.
A reformulation of strain gradient plasticity
J. Mech. Phys. Solids
A mixed-enhanced strain method Part II: Geometrically nonlinear problems
Comput. Struct.
On the microstructural origin of certain inelastic models
Trans. ASME J. Engrg. Mater. Technol.
On shear bands in ductile materials
Arch. Rational Mech. Anal.
Gradient-dependent plasticity: formulation and algorithmic aspects
Int. J. Numer. Methods Engrg.
A variational principle for gradient plasticity
Int. J. Solids Struct.
Some novel developments in finite element procedures for gradient-dependent plasticity
Int. J. Numer. Methods Engrg.
Localization limiters in transient problems
Int. J. Solids Struct.
Theory and numerics of a thermodynamically consistent framework for geometrically linear gradient plasticity
Int. J. Numer. Methods Engrg.
Variational multiscale methods to embed the macromechanical continuum formulation with fine-scale gradient theories
Int. J. Numer. Methods Engrg.
Finite element method for gradient plasticity at large strains
Int. J. Numer. Methods Engrg.
Finite element implementation of gradient plasticity models. Part I: Gradient-dependent yield functions
Comput. Methods Appl. Mech. Engrg.
Cited by (20)
Discontinuous Galerkin Methods for Solids and Structures
2023, Comprehensive Structural IntegrityBR2 discontinuous Galerkin methods for finite hyperelastic deformations
2022, Journal of Computational PhysicsA predictive discrete-continuum multiscale model of plasticity with quantified uncertainty
2021, International Journal of PlasticityCitation Excerpt :For a comprehensive review of the theoretical developments of SGP models and their applications, the interested readers are referred to Voyiadjis and Song (2019), and the references cited therein. Such progressions in the SGP models, along with their numerical analyses (Garikipati, 2003; Reddy, 2013), finite element method solutions (De Borst and Pamin, 1996; McBride and Reddy, 2009), and analytical and experimental interpretations of microstructural length scale (Abu Al-Rub and Voyiadjis, 2004; Dahlberg and Boåsen, 2019; Faghihi and Voyiadjis, 2010, 2012a; Liu and Dunstan, 2017; Voyiadjis and Faghihi, 2010) reveal the strength of SGP in depicting the plastic deformation in micro-scale materials. SGP models have been widely employed to model thin films tension and shear (Fleck and Hutchinson, 2001; Gudmundson, 2004; Voyiadjis and Faghihi, 2012) along with simulating the micropillar compression (Husser et al., 2014; Mu et al., 2014; Zhang et al., 2014).
Thermoelasticity at finite strains with weak and strong discontinuities
2019, Computer Methods in Applied Mechanics and EngineeringCitation Excerpt :Several techniques based on the notion of stress averaging and area averaging have been proposed to make these parameters evolve [19,27–29], however many of these techniques are rather ad hoc in terms of selecting these stabilization parameters. For some engineering application interested reader is referred to [13,30–32]. In our earlier work, we developed a framework for stabilized interface formulation that seamlessly couples scalar and vector fields [33–36] on adjacent subdomains.
A Hybrid High-Order method for incremental associative plasticity with small deformations
2019, Computer Methods in Applied Mechanics and EngineeringOn fracture in finite strain gradient plasticity
2016, International Journal of PlasticityCitation Excerpt :Of particular interest from the crack tip characterization perspective is the development of formulations within the finite deformation framework (e.g., Gurtin and Anand, 2005; Gurtin, 2008; Polizzotto, 2009). In spite of the numerical complexities associated, various studies of size effects under large strains have been conducted using both crystal (Kuroda and Tvergaard, 2008; Bargmann et al., 2014) and isotropic (Niordson and Redanz, 2004; Legarth, 2007; McBride and Reddy, 2009; Anand et al., 2012) gradient-enhanced plasticity theories. Isotropic SGP formulations can be classified according to different criteria, one distinguishing between phenomenological theories (Fleck and Hutchinson, 1997, 2001) and microstructurally/mechanism-based ones (Gao et al., 1999; Qiu et al., 2003).
- ☆
The authors thank the National Research Foundation for support that has made this work possible.