Stress regularity in quasi-static perfect plasticity with a pressure dependent yield criterion
Maria Giovanna Mora, Jean-Fran\c{c}ois Babadjian

TL;DR
This paper proves a regularity result for the stress tensor in quasi-static perfect plasticity models with pressure-dependent yield criteria, showing the stress gradient is locally square integrable under certain conditions.
Contribution
It establishes a new regularity result for the stress tensor in perfect plasticity models with Drucker-Prager or Mohr-Coulomb criteria, using advanced mathematical techniques.
Findings
Stress tensor has a locally square integrable gradient.
Flow rule can be expressed in a strong measure-theoretic form.
Results apply under suitable assumptions on the data.
Abstract
This work is devoted to establishing a regularity result for the stress tensor in quasi-static planar isotropic linearly elastic - perfectly plastic materials obeying a Drucker-Prager or Mohr-Coulomb yield criterion. Under suitable assumptions on the data, it is proved that the stress tensor has a spatial gradient that is locally squared integrable. As a corollary, the usual measure theoretical flow rule is expressed in a strong form using the quasi-continuous representative of the stress.
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Taxonomy
TopicsElasticity and Material Modeling · Nonlocal and gradient elasticity in micro/nano structures · Nonlinear Partial Differential Equations
Stress regularity in quasi-static perfect plasticity with a pressure dependent yield criterion
Jean-François Babadjian
and
Maria Giovanna Mora
Sorbonne Universités, UPMC Univ Paris 06, CNRS, UMR 7598, Laboratoire Jacques-Louis Lions, F-75005, Paris, France
Dipartimento di Matematica, Università di Pavia, via Ferrata 1, 27100 Pavia, Italy
Abstract.
This work is devoted to establishing a regularity result for the stress tensor in quasi-static planar isotropic linearly elastic – perfectly plastic materials obeying a Drucker-Prager or Mohr-Coulomb yield criterion. Under suitable assumptions on the data, it is proved that the stress tensor has a spatial gradient that is locally squared integrable. As a corollary, the usual measure theoretical flow rule is expressed in a strong form using the quasi-continuous representative of the stress.
Key words and phrases:
Elasto-plasticity, Convex analysis, Quasi-static evolution, Regularity, Functions of bounded deformation, Capacity
1. Introduction
Perfect plasticity is a class of models in continuum solid mechanics involving a fixed threshold criterion on the Cauchy stress. When the stress is below a critical value, the underlying material behaves elastically, while the saturation of the constraint leads to permanent deformations after unloading back to a stress-free configuration. Elasto-plasticity represents a typical inelastic behavior, whose evolution is described by means of an internal variable, the plastic strain.
To formulate more precisely the problem, let us consider a bounded open set (in the following, only the dimension will be considered), which stands for the reference configuration of an elasto-plastic body. In the framework of small strain elasto-plasticity the natural kinematic and static variables are the displacement field and the stress tensor , where is the set of symmetric matrices. In quasi-statics the equilibrium is described by the system of equations
[TABLE]
for some given body loads . Perfect plasticity is characterized by the existence of a yield zone in which the stress is constrained to remain. The stress tensor must indeed belong to a given closed and convex subset of with non empty interior:
[TABLE]
If lies inside the interior of , the material behaves elastically, so that unloading will bring the body back to its initial configuration. On the other hand, if reaches the boundary of (called the yield surface), a plastic flow may develop, so that, after unloading, a non-trivial permanent plastic strain will remain. The total linearized strain, denoted by , is thus additively decomposed as
[TABLE]
The elastic strain is related to the stress through the usual Hooke’s law
[TABLE]
where is the symmetric fourth order elasticity tensor. The evolution of the plastic strain is described by means of the flow rule
[TABLE]
where is the normal cone to at . From convex analysis, , i.e., it coincides with the subdifferential of the indicator function of the set (where if , while otherwise). Hence, from convex duality, the flow rule can be equivalently written as
[TABLE]
where is the support function of . This last formulation (1.2) is nothing but Hill’s principle of maximum plastic work, and denotes the plastic dissipation.
Standard models used for most of metals or alloys are those of Von Mises and Tresca. These kinds of materials are not sensitive to hydrostatic pressure, and plastic behavior is only generated through critical shearing stresses. In these models, if stands for the deviatoric stress, the elasticity set is of the form
[TABLE]
where . The Von Mises yield criterion corresponds to , while that of Tresca to where are the ordered principal stresses. The mathematical analysis of such models has been performed in [28, 30, 5, 12].
On the other hand, in the context of soil mechanics, materials such as sand or concrete turn out to develop permanent volumetric changes due to hydrostatic pressure. Typical models are those of Drucker-Prager and Mohr-Coulomb (see [18]), which can be seen as generalizations of the Von Mises and Tresca models, respectively. In these cases, the elasticity set takes the form
[TABLE]
where . The main difference between metals and soils, is that for the latter, there are in general no directions along which the Cauchy stress is bounded. These models have been studied in [9] (see also [25]).
A common feature to all the models of perfect plasticity described so far is that they develop strain concentration leading to discontinuities of the displacement field. This has been a major difficulty in defining a suitable functional framework for the study of such problems. It has been overcome by the introduction of the space of functions of bounded deformation (see [29, 30]) and through a suitable relaxation procedure (see [7, 24]). Solutions in the energy space must at least satisfy the following regularity: for all ,
[TABLE]
where stands for the space of bounded Radon measures in .
Higher regularity of solutions appears therefore as a natural question. For dynamical problems it has (only recently) been established in [23] that for any elasticity set the solutions are smooth in short time, provided the data are smooth and compactly supported in space. Such a result does not hold in the static or quasi-static cases (see the examples in [28, Section 2] or [17, Section 10]). However, some partial regularity results are available for the stress in some particular situations. Indeed, it has been proved in [10, 26, 17, 14] that for a Von Mises elasticity set, the Cauchy stress satisfies
[TABLE]
Unfortunately, the proofs of these results are very rigid and do not easily extend to other types of elasticity sets. A more general result has been obtained in [20], where it has been proved that the same regularity result holds if , where is a smooth compact convex subset of deviatoric symmetric matrices, with positive curvature.
In the footsteps of [9], we address here the question of deriving similar regularity properties for the stress tensor in the case of Drucker-Prager and Mohr-Coulomb elasticity sets. A result in this direction has been obtained in [27] in the static case. The object of this present work is to extend this result to the quasi-static case. We indeed prove that in dimension , the stress tensor has the expected regularity (see Theorem 2.7).
Our proof rests on a duality approach, analogous to that of [27] and [17]. Since the solutions to the perfect plasticity model are singular, one needs first to regularize the problem. To this aim we consider a visco-plastic approximation of Perzyna type (see [28]). In contrast with the Kelvin-Voigt visco-elastic regularization used in [27, 17], it modifies the dissipation potential (see (1.2)) in such a way that the regularized flow rule is not given by a differential inclusion as in (1.1), but is a differential equation. In other words, the regularized plastic strain rate is univocally determined by the stress (see (3.3)). To the best of our knowledge, this is the first time that this kind of approximation is used to establish regularity of the stress.
In the following we explain the strategy of our proof and the main difficulties. For simplicity of exposition we neglect the terms due to the visco-plastic approximation (which are those -dependent), we assume the solution to be smooth, and we show how a uniform estimate on the -norm of can be obtained.
In the static case [27] and in the absence of external body loads, the equilibrium states minimize the energy functional
[TABLE]
among all triples satisfying the additive decomposition and the boundary condition. Minimizing first with respect to shows that is actually a minimizer of
[TABLE]
where is the convex conjugate of the auxiliary energy , and the stress is then given by
[TABLE]
This formula for the stress is the starting point of the analysis. In order to get estimates on the spatial gradient of , it would be convenient to differentiate (1.3). Unfortunately, the function being only of class with Lipschitz continuous partial derivatives, the classical chain rule formula for the composition of a Lipschitz function with a vector valued (Sobolev) function does not apply. To overcome this problem, we compute explicitely the expression of (see (3.13)) and use a general chain rule formula established in [3] to get a formula of the type .
The study of the quasi-static case introduces further difficulties. In the case of Von Mises plasticity [17], the previous method is applied to the incremental problem where minimizes
[TABLE]
among all admissible triples at time , or still minimizes
[TABLE]
It is shown that the stress satisfies an estimate that is uniform with respect to the viscosity parameter, but may possibly depend on the time step. Afterwards, a uniform estimate with respect to the time step is established showing the desired regularity result. The main drawback of this approach is that it necessitates to perform twice almost the same computations.
In contrast with [17], we directly work on a time continuous model, and use the underlying variational structure to establish a similar formula (see (3.15)) for the stress as
[TABLE]
The strategy consists then in differentiating the equilibrium equation, take as test function (where is a suitable cut-off function), and deduce an inequality that provides a bound on (see Proposition 5.1). The main difficulty in doing so is to deal with a term of the form (see (5.13))
[TABLE]
since is only bounded in . We thus need to absorb this term by some of the coercivity terms of the left hand side
[TABLE]
To this end, we use the special structure of the function , together with the formula , to show that the integral in (1.4) can be controled by
[TABLE]
where only depends on various norms of in the energy space (see (5.23)–(5.24)).
Note that the estimates performed in the proof of Proposition 5.1 should actually hold true in any space dimension. However, since the final estimate (5.27) involves the -norm of and this is controled only in dimension owing to the continuous embedding of into 111In dimension , only embeds into , this estimate turns out to be uniform with respect to the viscosity parameter only in dimension . This special role played by the dimension was already observed in the papers [9, 25, 27], and is a recurrent feature in plasticity models where the elasticity set has no bounded directions.
A direct consequence of this result is that, by means of the quasi-continuous representative of the stress with respect to the -capacity, one can express the flow rule in a pointwise strong form. Indeed, since and , the product between and is in general not well defined. This issue is usually overcome by introducing a distributional notion of duality as in [22]. In the present situation the precise representative, denoted by , is defined up to a set of zero capacity and thus it turns out to be -measurable. This enables one to give a sense to the pointwise product of the (quasi-continuous) stress with the measure , and, in particular, to express Hill’s principle of maximal plastic work (1.2) in a strong sense.
The paper is organised as follows. In Section 2 we introduce the precise mathematical setting to formulate accurately the model of perfect plasticity, and state our main regularity result, Theorem 2.7. In Section 3 we approximate the perfect plasticity model by means of a visco-plastic regularization, and establish the convergence of the solutions, as well as some (non uniform) regularity properties of the approximating solutions. Section 4 is devoted to establish a chain rule type formula for the stress which, as explained above, is instrumental for the subsequent analysis. In Section 5 we prove an estimate on the (visco-plastic) stress in , which is uniform with respect to the viscosity parameter. Owing to this estimate we complete the proof of Theorem 2.7. The last section is devoted to show the validity of the flow rule by means of the quasi-continuous representative of the stress.
2. Mathematical formulation of the problem
2.1. Notation
2.1.1. Vectors and matrices
If , we write for the Euclidean scalar product, and we denote by the associated norm.
We write for the set of real matrices, and for that of all real symmetric matrices. Given two matrices and , we use the Frobenius scalar product (where is the transpose of , and is its trace), and we denote by the associated norm. If , we denote by the deviatoric part of , which is a trace free matrix. We recall that for any two vectors , stands for the tensor product, and denotes the symmetric tensor product.
2.1.2. Functional spaces
We use standard notation for Lebesgue and Sobolev spaces.
Let be a locally compact set and be an Euclidean space. We write (or simply if ) for the space of bounded Radon measures in with values in , endowed with the norm , where is the variation of the measure . The Lebesgue measure in is denoted by , and the -dimensional Hausdorff measure by .
If is an open set, stands for the space of functions of bounded deformation in , i.e., if and , where and is the distributional derivative of . We recall that, if is bounded and has a Lipschitz boundary, can be embedded into . We refer to [30] for general properties of this space.
2.1.3. Capacity
We finally recall the definition and several facts about capacity (see [1]). Let be an open set. The capacity of a set in is defined by
[TABLE]
One of the interests of capacity is that it enables one to give an accurate sense to the pointwise value of Sobolev functions (see [1, Section 6.1]). More precisely, every has a quasi-continuous representative , which is uniquely defined except on a set of capacity zero in . It means that -a.e. in , and that, for each , there exists a closed set such that and is continuous on . In addition (see [1, Theorem 6.2.1]), there exists a Borel set with such that
[TABLE]
2.2. Description of the model
2.2.1. The reference configuration
We denote by
[TABLE]
the reference configuration of an elasto-plastic material.
2.2.2. Boundary condition
We assume that the body is subjected to a time-dependent boundary displacement, which is the trace on of a function with
[TABLE]
2.2.3. The elastic energy
We consider an isotropic body whose fourth order elasticity tensor is given by
[TABLE]
where and are the Lamé coefficients satisfying and . Note that there exist two constants , such that
[TABLE]
Setting , the inverse of can be represented as
[TABLE]
We define the elastic energy, for all , by
[TABLE]
2.2.4. The elasticity set
In this paper we are interested in the Drucker-Prager and Mohr-Coulomb222Note that in dimension the two models are equivalent because of the algebraic identity , where (resp. ) is the largest (resp. lowest) eigenvalue of . models, where the elasticity domain is a closed and convex cone with vertex lying on the axis of hydrostatic stresses given by
[TABLE]
In the previous formula and are positive constants related to the cohesion and the coefficient of internal friction of the material, respectively.
2.2.5. External forces
We consider a time-dependent body load satisfying
[TABLE]
which satisfies the usual safe-load condition: there exist and a constant such that for every
[TABLE]
2.2.6. The dissipation energy
We define the support function of by
[TABLE]
Since is closed and convex, is convex, lower semicontinuous, and positively -homogeneous. In addition, since [math] belongs to the interior of , the functions enjoys the following coercivity property: there exists
[TABLE]
It is easy to establish the following explicit formula for the function .
Lemma 2.1**.**
For all ,
[TABLE]
The dissipated energy functional is then defined, for all , by
[TABLE]
As a consequence of the previous properties of , we infer that is sequentially weakly lower semicontinuous in . Since is not reflexive (bounded sequences in that space are only weakly* sequentially compact in the space of measures), it will also be useful to extend the definition of when . According to [21], we define the non-negative Borel measure
[TABLE]
where is the Radon-Nikodym derivative of with respect to its variation . In general, the measure is not even locally finite. However, if further has finite mass, i.e., if is a bounded Radon measure, we can define the dissipation functional
[TABLE]
In that case, the results of [15, 16] apply and can be expressed by means of a duality formula. If , we get that (see [9])
[TABLE]
for any with , and in particular
[TABLE]
Note also that the Reshetnyak Theorem (see [4, Theorem 2.38]) applies here, so that is sequentially weakly* lower semicontinuous in .
2.2.7. Spaces of admissible fields
Given a prescribed boundary displacement , we will consider the following spaces of kinematically admissible fields:
[TABLE]
and
[TABLE]
where is the outer unit normal to .
The space of plastically admissible stresses is defined by
[TABLE]
and the space of statically admissible stresses is given by
[TABLE]
2.2.8. Stress/strain duality
The duality pairing between stresses and plastic strains is a priori not well defined, since the former are only squared Lebesgue integrable, while the latter are possibly singular measures. Following [22], we define the following distributional notion of duality.
Definition 2.2**.**
Let and with . We define the distribution supported in by
[TABLE]
for every . The duality product is then defined as
[TABLE]
Remark 2.3**.**
Note that the first and second integrals in (2.4) are well defined since is embedded into for . Moreover, according to the integration by parts formula in (see [8, Theorem 3.2]), if , we have
[TABLE]
A convolution argument shows that (2.5) remains true provided and .
Using this notion of stress/strain duality, the duality formulas (2.2) and (2.3) can be now extended to less regular statically and plastically admissible stresses. If with ,
[TABLE]
for all with , and in particular,
[TABLE]
The following result establishes a coercivity property of the functional (see e.g. [9, Proposition 6.1]).
Proposition 2.4**.**
Let and . Then there exists a constant , depending on and , such that the following coercivity estimate holds:
[TABLE]
for every .
2.2.9. Initial condition
We finally consider an initial datum and satisfying the stability conditions
[TABLE]
We are now in position to state the existence result obtained in [9].
Theorem 2.5**.**
Assume ()– (). Then there exist
[TABLE]
with
[TABLE]
that satisfy, for all :
- (i)
the kinematic compatibility
[TABLE]
- (ii)
the static and plastic admissibility
[TABLE]
- (iii)
the energy balance
[TABLE]
Moreover, the stress is unique, and for a.e. the distribution is well defined, and it is a measure in satisfying Hill’s principle of maximum plastic work
[TABLE]
Remark 2.6**.**
According to Lemma 2.1, the flow rule can be equivalently written as
[TABLE]
The main result of this work is the following regularity result.
Theorem 2.7**.**
Assume ()– () and that in (). Under the additional hypotheses that , , and , the stress tensor satisfies
[TABLE]
3. Perzyna visco-plastic approximations
In order to prove Theorem 2.7, we will need to consider a regularized problem. This will be done by means of a so-called Perzyna visco-plastic approximation. The following result, formulated here in a modern language, has been established in [28].
Since the initial data given in () does not belong to the right energy space associated to the visco-plastic model, we first need to regularize it. According to [13, Lemma 5.1], there exists a sequence such that -a.e. on , strongly in , and weakly* in . Setting , we get that .
Proposition 3.1**.**
Assume ()– (). Let and let be constructed as above. Then there exists a unique triple
[TABLE]
such that , for all
[TABLE]
and for a.e.
[TABLE]
Remark 3.2**.**
For every , we define the function
[TABLE]
The convex conjugate of is given, for all , by
[TABLE]
where stands for the orthogonal projection onto the nonempty closed convex set . The function turns out to be of class and its differential is given by
[TABLE]
With these notation, the flow rule (3.1), can be equivalently written, for a.e. , as
[TABLE]
or still, by convex analysis,
[TABLE]
We will show that the solution of the visco-plastic model given by Proposition 3.1 converges to a solution of the perfectly plastic model, in the sense of Theorem 2.5.
Proposition 3.3**.**
Assume that ()– () hold, and in addition that and . Then, up to a subsequence (not relabeled), weakly in , where is a solution of the perfectly plastic model as in Theorem 2.5.*
Note that this result was already proven in [28] for different type of elasticity sets that are bounded in the direction of deviatoric stresses (see also [12]). However we give below a slightly different and simplified argument since some finer estimates established along the proof will be useful in that of our regularity result Theorem 2.7.
3.1. A priori estimates
We first establish some uniform a priori estimates which will enable one to get weak compactness on the families , , and .
3.1.1. First energy estimates
Standard arguments show that the following energy balance holds: for all ,
[TABLE]
or still, using the safe load condition (), together with an integration by parts in time,
[TABLE]
Therefore, an application of Proposition 2.4 leads to the following first energy estimates:
[TABLE]
3.1.2. Second energy estimates
Writing the additive decomposition for the rates yields in , taking the scalar product with and integrating over leads to
[TABLE]
By integrating by parts in space and by using the equilibrium equation, together with the safe load condition (), we can rewrite the first integral at the right hand side of (3.7) as
[TABLE]
Using the flow rule (3.3), we have , so that, owing to the chain rule formula and a derivation under the integral sign, we get for a.e. ,
[TABLE]
Thus, since ,
[TABLE]
Finally, using the safe load condition (), together with (2.1) and Hölder’s inequality, we obtain from (3.7) the following estimate:
[TABLE]
where is independent of . By the first energy estimate (3.6) we infer that
[TABLE]
3.1.3. Third energy estimates
Writing next the energy balance (3.5) between two arbitrary times and , and integrating by parts in times yield
[TABLE]
By applying Proposition 2.4, together with estimate (3.6), we deduce that
[TABLE]
where is defined, for a.e. , by
[TABLE]
and
[TABLE]
According to [11, Proposition A.3] and (3.8), this implies that ,
[TABLE]
and owing to the Poincaré-Korn inequality (see [30, Chap. 2, Rmk. 2.5(ii)]), that
[TABLE]
3.2. Passage to the limit in
According to (3.8), (3.9), and (3.10), there exists a subsequence (not relabeled) and functions , , and such that
[TABLE]
An application of the Ascoli-Arzelà Theorem also shows that
[TABLE]
for all . Since , by passing to the limit we deduce that the initial condition is satisfied. Note also that, according to [12, Lemma 2.1], we have that for all . Moreover, defining , we get that in for all .
We then prove the validity of the stress constraint. Owing to (3.6) and (3.8), the fact that is -Lipschitz and that , up to another subsequence, we have
[TABLE]
for some with for all . According to the flow rule (3.3), (3.2), and (3.6), we get
[TABLE]
which implies that and thus, that for all .
It remains to show the energy balance. According to the weak convergences established so far, it is possible to pass to the lower limit in the energy balance (3.4) to get, for all ,
[TABLE]
The converse inequality, and thus equality (2.6), can be proved using a standard argument of rate independent processes (see [12, Theorem 4.7]) by noticing that the conditions
[TABLE]
are equivalent to the minimality property
[TABLE]
for all . This can be seen by adapting the argument of [12, Theorem 3.6], which only requires the stress-strain duality pairing to be well defined.
3.3. Higher regularity properties
In the proof of our regularity result Theorem 2.7, we will need some higher regularity properties for the solution of the visco-plastic model.
Proposition 3.4**.**
Assume that ()–() hold, and, in addition, that , , , and . Then
[TABLE]
Let us introduce the following notation: given a generic function , we write
[TABLE]
3.3.1. Fourth energy estimates
Using the linearity of the equilibrium equations, we get that for all ,
[TABLE]
Let be a cut-off function with . We multiply the previous equation by and integrate by parts in the space variables. In this way we get
[TABLE]
Using the additive decomposition , the regularized flow rule (3.1), and the monotonicity of the subdifferential of a convex function, we obtain
[TABLE]
where, here and in the following, denotes a positive constant independent of and , but possibly depending on . Thanks to (2.1) and Young’s inequality, we infer that
[TABLE]
According to Korn’s inequality in , we have
[TABLE]
hence
[TABLE]
Thus, using (3.6) and (3.8), we get that
[TABLE]
Letting , we then obtain that for every open set , there exists a constant (independent of ) such that
[TABLE]
In particular, we get the following higher regularity properties:
[TABLE]
3.3.2. Fifth energy estimate
Using the additive decomposition, we have
[TABLE]
Let be a cut-off function with . Taking the scalar product of the previous relation with and integrating over yield
[TABLE]
We now look at the first integral on the right hand side. Integrating by parts in space and using the equilibrium equations, together with the safe load condition (), yield
[TABLE]
According to (3.2), is Lipschitz continuous with Lipschitz constant less than . Therefore, the flow rule implies that in . Therefore, the Cauchy-Schwarz inequality, together with (2.1), yields
[TABLE]
where is a constant independent of and . Therefore using (3.11), and passing to the limit as , we get the following estimate: for every open set , there exists a constant independent of such that
[TABLE]
As a consequence of this last estimate, together with (3.12), the additive decomposition , and Korn’s inequality, we deduce the following higher regularity properties:
[TABLE]
3.4. A useful formula for the stress
Following the strategy of [27], we introduce the function defined by
[TABLE]
where
[TABLE]
According to the results of [25, 27], is the convex conjugate of the function . Consequently, we have
[TABLE]
and, in particular, is convex, lower semicontinuous, and locally Lipschitz continuous. One can check that is actually of class , and that its differential is given by
[TABLE]
for every . In addition, there exists a constant (only depending on , , ) such that
[TABLE]
According to convex analysis, the regularized flow rule (3.1) can be equivalently written, for a.e. , as
[TABLE]
or still
[TABLE]
Again by convex duality we can rewrite the regularized flow rule in terms of the following formula, which will be instrumental in the subsequent analysis: for a.e. ,
[TABLE]
4. A chain rule formula for the weak derivatives of the stress
In order to prove Theorem 2.7, we will show that with a bound on its norm that is uniform with respect to . To do that, it will be useful to differentiate formula (3.15) with respect to the space variables. Unfortunately, the function is only of class , with Lipschitz continuous partial derivatives, so that the classical chain rule formula for vector-valued Sobolev functions does not apply. To overcome this issue, we will use the special form of given in (3.13), together with the generalized chain rule formula established in [3, Corollary 3.2].
4.1. Some geometrical preliminaries
We first establish several technical results which will be of use in the proof of that result. Let us introduce some notation: let be defined, for all , by
[TABLE]
We define the open sets
[TABLE]
The sets and are open cones in (which is a three-dimensional space) with same vertex at the origin, , and axis given by the hydrostatic matrices (see Figure 1). Note, in particular, that if , then , so that
[TABLE]
for some constant only depending on , , and . It follows that
[TABLE]
Note that is Lipschitz continuous on , and its restriction to the open sets , , and is smooth. The only non differentiability points lie at the interfaces . Let us also define, for all and ,
[TABLE]
Note that if , then
[TABLE]
Remark 4.1**.**
Since, for each , the bilinear form is symmetric and non-negative, if follows from the Cauchy-Schwarz inequality (applied to this bilinear form) that
[TABLE]
for every . In addition, there exists a constant , depending only on , , , and , such that
[TABLE]
for all .
Lemma 4.2**.**
Let , and . We define the set
[TABLE]
Assume that is differentiable at . Then,
[TABLE]
where
[TABLE]
is normal to at and oriented from to .
Proof.
Suppose first that , so that
[TABLE]
Assume by contradiction that for some , i.e.,
[TABLE]
Then, for small enough so that , we can assume that if , while if . Since the restriction of to is constant, and is a direction in along which (by assumption) is differentiable at , we deduce that
[TABLE]
Similarly, we use the differentiability of in to get that
[TABLE]
According to (4.3), the second term in the right hand side of the previous identity vanishes. On the other hand, the combination of (4.5), (4.6), and the assumption (4.4) yield , which is impossible.
Assume now that , and, again by contradiction, that for some , i.e.,
[TABLE]
Then, for small enough so that , we can assume that if , while if . An analogous argument as before shows that
[TABLE]
and
[TABLE]
Equating (4.8) and (4.9), and taking the trace yield
[TABLE]
which is against (4.7). ∎
Let us denote by (resp. ) the tangent space to (resp. ) at .
Lemma 4.3**.**
For every (), there exists some such that
[TABLE]
Proof.
Let us check this property for . Let . Since , there exists some such that . We define the convex function
[TABLE]
for every . Since , the function is differentiable at with gradient equal to , and for every , we have
[TABLE]
Since , we have that , while the fact that yields . Therefore , that is, , and since neither, then (see Figure 2). ∎
4.2. Proof of the chain rule formula
As a consequence of the previous results, we get that a chain rule type formula holds.
Corollary 4.4**.**
Let us set . Then for all ,
[TABLE]
where
[TABLE]
Proof.
In order not to overburden notation, we omit the subscript . Using the regularity properties (3.12), we deduce that , and by (3.15), we get . According to the generalized chain rule formula established in [3, Corollary 3.2], if we denote the affine space passing through by
[TABLE]
then we have that is differentiable at for a.e. , and for all ,
[TABLE]
First, since a.e. in , it results from formula (4.10) that a.e. in , and as , we deduce that
[TABLE]
Secondly, if for some , then is a differentiability point of , and using again (4.10),
[TABLE]
It thus remains to check the formula when . According to Lemma 4.2, we deduce that for a.e. in that set,
[TABLE]
and thus, . Using next Lemma 4.3 yields that
[TABLE]
for some . Thus, according to the expression (4.2) of in together with (4.10),
[TABLE]
Gathering (4.11), (4.12), and (4.13) leads to the desired expression for the derivatives of . ∎
5. A uniform bound for the Sobolev norm of the stress
We next show that the norm of can be uniformly controled with respect to .
Proposition 5.1**.**
Under the same assumptions of Theorem 2.7, we have that, for every open set ,
[TABLE]
Proof.
All constants appearing in this proof are independent of . In order to lighten the notation, we do not explicitely write the various , inside the integrals. As in Corollary 4.4, we also omit the subscript and we write
[TABLE]
We start with the equilibrium equation
[TABLE]
Let and be a cut-off function satisfying on and on . By Proposition 3.4, if is arbitrary, we have . We then take the partial derivative of (5.1) with respect to (), and use the previous function as test function. Denoting by the space-time cylinder, we get
[TABLE]
where, from now on, we use the summation convention over repeated indexes. Then, writing , we find
[TABLE]
An integration by parts in the last integral at the right hand side, together with (5.1), yields
[TABLE]
and thus, using the previous identities in (5.2),
[TABLE]
Using the additive decomposition and the definition of , we have
[TABLE]
Hence
[TABLE]
and inserting inside (5.3) yields
[TABLE]
Step 1. We first bound from below the left hand side of (5.5). First, by Corollary 4.4 we have that , and thus
[TABLE]
On the other hand, according to Remark 4.1, we get that
[TABLE]
so that
[TABLE]
Thus, applying this inequality in (5.5), we get that
[TABLE]
Step 2. We now bound from above the right hand side of (5.7). Since , and , we deduce from the Cauchy-Schwarz and Young inequalities that
[TABLE]
[TABLE]
and
[TABLE]
If , the last integral can be absorbed by the second one at the left hand side of (5.7). We then replace in (5.7) to get
[TABLE]
Using again (5.4), we have
[TABLE]
Applying again the Cauchy-Schwarz and Young inequalities, we get that
[TABLE]
Inserting inside (5.8) yields
[TABLE]
The remaining of the proof consists in absorbing the integral
[TABLE]
by the left hand side of (5.9).
Step 3. We consider the following decomposition:
[TABLE]
We first observe that, according to Corollary 4.4, a.e. in , so that
[TABLE]
For , using that , together with the Cauchy-Schwarz and Young inequalities, yields
[TABLE]
By formula (3.15) we have that
[TABLE]
By convexity of this implies that
[TABLE]
a.e. in . Integrating the previous inequality over and using the coercivity property (3.14) of yield
[TABLE]
Owing to the Cauchy-Schwarz inequality, we deduce that
[TABLE]
and therefore,
[TABLE]
Inserting (5.10), (5.11), and (5.12) inside (5.9), leads to
[TABLE]
According to (4.1), and by definition of the set , we have a.e. in , hence
[TABLE]
Step 4. We next focus on the last term
[TABLE]
in the right hand side of (5.13). We will show that this term can be absorbed by the left hand side of (5.13) by using the explicit expression (3.15) of . Let us consider the functions
[TABLE]
According to (3.15) and (4.2), we have
[TABLE]
and by Corollary 4.4 we obtain
[TABLE]
As a consequence, since , we deduce that
[TABLE]
We start by estimating the first integral in the right hand side of (5.16). Let us show that there exists a constant (only depending on ) such that
[TABLE]
Writing componentwise the equilibrium equation (5.1) yields in , and using (5.15),
[TABLE]
According to [27, Lemma 3.1], the matrix is invertible if and only if , and in that case, for some constant . Hence
[TABLE]
and
[TABLE]
which proves (5.17). According to this estimate, the fact that , and the Cauchy-Schwarz inequality, we get that
[TABLE]
where we used (5.6) in the last inequality.
We next estimate the second integral in the right hand side of (5.16). Using again that , together with the Cauchy-Schwarz inequality, we infer that
[TABLE]
where, once more, we used (5.6) in the last inequality. Gathering (5.16), (5.18), (5.19), inserting inside (5.13), and using Young’s inequality yield
[TABLE]
By the definition of we obtain
[TABLE]
Thus, equation (5.20) can be rewritten as
[TABLE]
Step 5. We now estimate the last term
[TABLE]
in the right hand side of (5.22). To simplify notation, let us denote by . Firstly, according to (5.14), we have that a.e. in , and thus a.e. in . This implies that
[TABLE]
According to (3.15) and (4.2), we have that a.e. in , and thus the Cauchy-Schwarz inequality yields
[TABLE]
On the other hand, the definition of and the additive decomposition (5.4) yield
[TABLE]
Inserting (5.23) and (5.24) into (5.22), and using (5.21) lead to
[TABLE]
Step 6. We finally estimate both last integrals in the right hand side of (5.25). Integrating by parts, and using again the Cauchy-Schwarz and Young inequalities yield
[TABLE]
Inserting this ultimate relation inside (5.25) leads to
[TABLE]
Step 7. The final step rests on an application of Gronwall’s Lemma. For all let us denote
[TABLE]
Neglecting nonnegative terms at the left hand side of (5.26) (note that the third integral at the left hand side of (5.26) is nonnegative by (5.6)), we can write (5.26) as
[TABLE]
where and
[TABLE]
By applying Gronwall’s inequality we deduce that
[TABLE]
Using (2.1), together with the fact that on , on and , the previous inequality leads to
[TABLE]
Using this inequality, the a priori estimates (3.6), (3.8), and (3.10), and the continuous embedding of into , we conclude that the right hand side of (5.27) is uniformly bounded with respect to . ∎
We are now in position to complete the proof of our regularity result.
Proof of Theorem 2.7.
According to Propositions 3.1, 3.3, and 5.1, the solution to the viscoplastic model is uniformly bounded in and converges to weakly in , where is the solution of the perfectly plastic model. By uniqueness of weak limits, we infer that . ∎
6. Strong form of the flow rule
In this section we use the Sobolev regularity property established in Theorem 2.7 to define a suitable intrisic representative of the stress, for which the flow rule holds in a pointwise form, and not only in the measure theoretical sense of (2.7) (see [6, 12, 19] for analogous results). To this aim we define the averages of the stress as follows: for all , and all , let
[TABLE]
From Theorem 2.7, we know that for a.e. . Therefore, for a.e. there exists a quasi-continuous representative of , denoted by , such that
[TABLE]
where is a Borel set of zero capacity in .
Theorem 6.1**.**
For a.e. the quasi-continuous representative of the stress is -measurable and
[TABLE]
Proof.
Since for a.e. , with , we have that
[TABLE]
as . As a consequence of the definition (2.4) of the stress/strain duality, we infer that,
[TABLE]
Since , we have . Thus, since , by [2, Remark 3.3] we get that , and thus . It thus follows that for a.e. ,
[TABLE]
and since , it results that is -measurable. Using next that for all and all , we get that
[TABLE]
and, passing to the limit as ,
[TABLE]
According to Fatou’s Lemma, we infer that for all with ,
[TABLE]
Since , we can use Remark 2.3 together with the convergence (6.1) to get that
[TABLE]
where we used the flow rule (2.7) in the last equality. Finally, gathering (6.2) and (6.3), we obtain that for a.e. ,
[TABLE]
as required. ∎
Acknowledgements
The authors would like to thank the hospitality of SISSA, where a large part of this work has been carried out. The research has been supported by the ERC under Grant No. 290888 “Quasistatic and Dynamic Evolution Problems in Plasticity and Fracture”, by GNAMPA under Project 2016 “Multiscale analysis of complex systems with variational methods”, and by the International Associate Laboratory, Laboratorio Ypazia delle Scienze Matematiche (LYSM), between CNRS and INdAM.
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