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A Maximum-Entropy Meshfree Method for the Reissner-Mindlin Plate Problem based on a Stabilised Mixed Weak Form J.S. Hale*, P.M. Baiz 27th March 2012 J.S. Hale Mixed MaxEnt Method for Plates - ACME 2012

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Page 1: A Maximum-Entropy Meshfree Method for the Reissner-Mindlin ... › bitstream › 10993 › 12133 › 2 › acme_presentatio… · Reissner-Mindlin Plate Problem based on a Stabilised

A Maximum-Entropy Meshfree Method for theReissner-Mindlin Plate Problem based on a

Stabilised Mixed Weak Form

J.S. Hale*, P.M. Baiz

27th March 2012

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Introduction

Aim of the research project

Develop a meshless method for the simulation of Reissner-Mindlinplates that is free of shear locking.

Figure: 6th free vibration mode of SSSS plate

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Existing Approaches (FE and Meshless)

I Reduced Integration (Many authors)

I Assumed Natural Strains (ANS) (eg. MITC elements, Bathe)

I Enhanced Assumed Strains (EAS) (Hughes, Simo etc.)

I Discrete Shear Gap Method (DSG) (Bletzinger, Bischoff,Ramm)

I Smoothed Conforming Nodal Integration (SCNI) (Wang andChen)

I Matching Fields Method (Donning and Liu)

Many of these methods have been designed using (or shown to beequivalent to) a mixed weak form.With respect to the more complex Naghdi shell problem, stabilisedmixed weak forms have been shown to be particularly useful(Bathe, Arnold, Lovadina etc.).

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Key Features of the Method

Weak Form

Design is based upon on a Stabilised Mixed Weak Form, like manysuccessful approaches in the Finite Element literature.

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Key Features of the Method

Basis Functions

Uses (but is not limited to!) Maximum-Entropy Basis Functionswhich have a weak Kronecker-delta property. On convex node setsboundary conditions can be imposed directly.

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Key Features of the Method

Localised Projection Operator

Shear Stresses are eliminated on the ‘patch’ level using a localisedprojection operator which leaves a final system of equations in thedisplacement unknowns only.

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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The Reissner-Mindlin Problem

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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The Reissner-Mindlin Problem

Displacement Weak Form

Find (z3, θ) ∈ (V3 ×R) such that for all (y3, η) ∈ (V3 ×R):∫Ω0

Lε(θ) : ε(η) dΩ + λt−2

∫Ω0

(∇z3 − θ) · (∇y3 − η) dΩ

=

∫Ω0

gy3 dΩ

(1)

or:ab(θ; η) + λt−2as(θ, z3; η, y3) = f (y3) (2)

Locking Problem

Whilst this problem is always stable, it is poorly behaved in thethin-plate limit t → 0

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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The Reissner-Mindlin Problem

Displacement Weak Form

Find (z3, θ) ∈ (V3 ×R) such that for all (y3, η) ∈ (V3 ×R):∫Ω0

Lε(θ) : ε(η) dΩ + λt−2

∫Ω0

(∇z3 − θ) · (∇y3 − η) dΩ

=

∫Ω0

gy3 dΩ

(1)

or:ab(θ; η) + λt−2as(θ, z3; η, y3) = f (y3) (2)

Locking Problem

Whilst this problem is always stable, it is poorly behaved in thethin-plate limit t → 0

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Shear Locking

102 103

number of degrees of freedom

10−7

10−6

L2

erro

rinz 3

t = 0.002

t = 0.02

t = 0.2

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Mixed Weak Form

Treat the shear stresses as an independent variational quantity:

γ = λt−2(∇z3 − θ) ∈ S (3)

Mixed Weak Form

Find (z3, θ, γ) ∈ (V3 ×R×S) such that for all (y3, η, ψ) ∈ (V3 ×R×S):

ab(θ; η) + (γ;∇y3 − η)L2 = f (y3) (4a)

(∇z3 − θ;ψ)L2 − t2

λ(γ;ψ)L2 = 0 (4b)

Stability Problem

Whilst this problem is well-posed in the thin-plate limit, ensuringstability is no longer straightforward

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Mixed Weak Form

Treat the shear stresses as an independent variational quantity:

γ = λt−2(∇z3 − θ) ∈ S (3)

Mixed Weak Form

Find (z3, θ, γ) ∈ (V3 ×R×S) such that for all (y3, η, ψ) ∈ (V3 ×R×S):

ab(θ; η) + (γ;∇y3 − η)L2 = f (y3) (4a)

(∇z3 − θ;ψ)L2 − t2

λ(γ;ψ)L2 = 0 (4b)

Stability Problem

Whilst this problem is well-posed in the thin-plate limit, ensuringstability is no longer straightforward

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Stabilised Mixed Weak Form

Displacement Formulation

Locking as t → 0

Mixed Formulation

Not necessarily stable

Solution

Combine the displacement and mixed formulation to retain theadvantageous properties of both

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Stabilised Mixed Weak Form

Displacement Formulation

Locking as t → 0

Mixed Formulation

Not necessarily stable

Solution

Combine the displacement and mixed formulation to retain theadvantageous properties of both

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Stabilised Mixed Weak Form

Split the discrete shear term with a parameter 0 < α < t−2 that isindependent of the plate thickness:

as = αadisplacement + (t−2 − α)amixed (5)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Stabilised Mixed Weak Form

Mixed Weak Form

Find (z3, θ, γ) ∈ (V3 ×R×S) such that for all (y3, η, ψ) ∈ (V3 ×R×S):

ab(θ; η) + (γ;∇y3 − η)L2 = f (y3) (6a)

(∇z3 − θ;ψ)L2 − t2

λ(γ;ψ)L2 = 0 (6b)

Stabilised Mixed Weak Form (Brezzi and Arnold 1993, Boffiand Lovadina 1997)

ab(θ; η) + λαas(θ, z3; η, y3) + (γ,∇y3 − η)L2 = f (y3) (7a)

(∇z3 − θ, ψ)L2 −t2

λ(1− αt2)(γ;ψ)L2 = 0 (7b)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Stabilised Mixed Weak Form

Mixed Weak Form

Find (z3, θ, γ) ∈ (V3 ×R×S) such that for all (y3, η, ψ) ∈ (V3 ×R×S):

ab(θ; η) + (γ;∇y3 − η)L2 = f (y3) (6a)

(∇z3 − θ;ψ)L2 − t2

λ(γ;ψ)L2 = 0 (6b)

Stabilised Mixed Weak Form (Brezzi and Arnold 1993, Boffiand Lovadina 1997)

ab(θ; η) + λαas(θ, z3; η, y3) + (γ,∇y3 − η)L2 = f (y3) (7a)

(∇z3 − θ, ψ)L2 −t2

λ(1− αt2)(γ;ψ)L2 = 0 (7b)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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α independence

10−4 10−3 10−2 10−1

thickness t

10−3

10−2

10−1

e H1(z

3)

α independence with fixed discretisation h = 1/8, α = 32.0

eH1 (z3)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Eliminating the Stress Unknowns

I Find a (cheap) way of eliminating the extra unknownsassociated with the shear-stress variables

γh =λ(1− αt2)

t2Πh(∇z3h − θh, ψh) (8)

Figure: The Projection Πh represents a softening of the energy associatedwith the shear term

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Eliminating the Stress Unknowns

I We use a version of a technique proposed by Ortiz, Puso andSukumar for the Incompressible-Elasticity/Stokes’ flowproblem which they call the “Volume-Averaged NodalPressure” technique.

I A more general name might be the “Local Patch Projection”technique.

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Eliminating the Stress Unknowns

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Eliminating the Stress Unknowns

For one component of shear (for simplicity):

(z3,x −θ1, ψ13)L2 −t2

λ(1− αt2)(γ13;ψ13)L2 = 0 (9)

Substitute in meshfree and FE basis, perform row-sum(mass-lumping) and rearrange to give nodal shear unknown for anode a. Integration is performed over local domain Ωa:

γ13a =N∑i=1

∫Ωa

Na −φi φi ,x dΩ∫Ωa

Na dΩ

φiz3i

(10)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Results - α sensitivity

10−2 10−1 100 101 102 103 104

α

10−3

10−2

10−1

100

e L2(θx)

Effect of stabilisation α on convergence, t = 0.001

dim(U) = 363

dim(U) = 1371

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Results - α sensitivity

10−2 10−1 100 101 102 103 104

α

10−4

10−3

10−2

10−1

100

e L2(z

3)

Effect of stabilisation α on convergence, t = 0.001

dim(U) = 363

dim(U) = 1371

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Results - Convergence

102 103 104

dimU

10−5

10−4

10−3

10−2

10−1

e

Convergence of deflection in norms with α ∼ O(h−2)

eL2 (z3)

eH1 (z3)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Results - Surface Plots

Figure: Displacement z3h of SSSS plate on 12× 12 node field +‘bubbles’, t = 10−4, α = 120

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Results - Surface Plots

Figure: Rotation component θ1 of SSSS plate on 12× 12 node field +‘bubbles’, t = 10−4, α = 120

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

Page 37: A Maximum-Entropy Meshfree Method for the Reissner-Mindlin ... › bitstream › 10993 › 12133 › 2 › acme_presentatio… · Reissner-Mindlin Plate Problem based on a Stabilised

Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

Page 38: A Maximum-Entropy Meshfree Method for the Reissner-Mindlin ... › bitstream › 10993 › 12133 › 2 › acme_presentatio… · Reissner-Mindlin Plate Problem based on a Stabilised

Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

Page 39: A Maximum-Entropy Meshfree Method for the Reissner-Mindlin ... › bitstream › 10993 › 12133 › 2 › acme_presentatio… · Reissner-Mindlin Plate Problem based on a Stabilised

Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

Page 40: A Maximum-Entropy Meshfree Method for the Reissner-Mindlin ... › bitstream › 10993 › 12133 › 2 › acme_presentatio… · Reissner-Mindlin Plate Problem based on a Stabilised

Summary

A method:

I using (but not limited to) Maximum-Entropy basis functionsfor the Reissner-Mindlin plate problem that is free ofshear-locking

I based on a stabilised mixed weak form

I where secondary stress are eliminated from the system ofequations a priori using “Local Patch Projection” technique

Possible future work:

I Investigate the choice of the parameter α. Robust choicesexist in the FE literature.

I Examine results using other meshless basis functions (MLS,RPIM)

I Extension to Naghdi Shell model

I Investigate locking-free PUM enriched methods

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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Thanks for listening.

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

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LBB Stability Conditions

Theorem (LBB Stability)

The discretised mixed problem is uniquely solvable if there existstwo positive constants αh and βh such that:

ab(ηh; ηh) ≥ αh‖ηh‖2Rh

∀ηh ∈ Kh (11a)

infψh∈Sh

sup(ηh,y3h)∈(Rh×V3h)

((∇y3h − ηh), ψh)L2

(‖ηh‖Rh+ ‖y3h‖V3h

)‖ψh‖S′h≥ βh (11b)

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012

Page 43: A Maximum-Entropy Meshfree Method for the Reissner-Mindlin ... › bitstream › 10993 › 12133 › 2 › acme_presentatio… · Reissner-Mindlin Plate Problem based on a Stabilised

LBB Stability Conditions

The ProblemI To satisfy the second condition 11b make displacement spacesRh × V3h ‘rich’ with respect to the shear space Sh

I If Rh × V3h is too ‘rich’ then the first condition 11a may failas Kh grows.

I Balancing these two competing requirements makes thedesign of a stable formulation difficult.

J.S. HaleMixed MaxEnt Method for Plates - ACME 2012