Locking Phenomena in the Material Point Method

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Locking Phenomena in the Locking Phenomena in the Locking Phenomena in the Locking Phenomena in the Material Point MethodMaterial Point MethodMaterial Point MethodMaterial Point Method

Peter Mackenzie-Helnwein,

Pedro Arduino

Civil and Environmental Engineering

University of Washington, Seattle

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

Overview

Introduction

Sources of Locking

Low order shape functions

Convection of a stressed body

Problem Resolution Approach

Volumetric Locking

Shear Locking

Summary and Conclusions

2

Introduction

Last year’s workshop:

Modeling fluid as nearly incompressible viscous

material

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

Burst of water into a glass

3

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

The Locking Problem

Proposed solution for locking

Kinematic constraints on the

background grid relaxed by

smoothened volume change

∈=⇒

CVp

pp

CVp

ppp

m

m

ρ

ρ

θ/

/tr ε

θ

θρ

∂==⇒

)(:

Upp CV

Volumetric

locking

intrinsic

to the MPM

4

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

Anti-Locking Strategy

Volumetric

locking

resolved !

Standard MPM

Modified MPM

5

Sources of Locking

Shape change >> “Volumetric Locking”

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

0div >u

0div <u

0)(div2

1 2 >Ω= ∫Ω

dkE u

Low-order kinematics

Excess energy

6

0div >u

0div <uVolumetric Locking – cont’d

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

0)div( =−∫CV

dmwuθ

θρkp =⇒

∫∫=⇒CVCV

dmdmudivθ

02

1div

2

1 2 →== Ω∫ mkdmpECV

θu

7

Sources of Locking

Vibrating beam: initial velocity proportional to 1st mode shape

(stress-free)

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

Period MPM = 0.92 T (~7% error)

8

Sources of Locking

Bending deformation >> “Shear Locking”

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

φγ sst =

φε ts −=

Low-order kinematics

s

t

bending

h EEν

ν

+

+=

1

5.1Excess energy

9

Sources of Locking

Convection of a stressed body in quasi-static

equilibrium

Known as “cell crossing error”

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

)(1

2211 mmh

fa σσ += )(1

2211 mmh

fb σσ +−=

10

Sources of Locking

Convection of a stressed body in quasi-static

equilibrium

Known as “cell crossing error”

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

0)(2

2211 ≠+−= mmh

fc σσThe black sheep

11

Sources of Locking

Convection of a stressed body in quasi-static

equilibrium

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

0)(2

2211 ≠+−= mmh

fc σσ 0thatsuchfind =∆⇒ cf

2

21

21

21

211

2σσσ

mm

m

mm

mm

+−

+

+→ 2

21

211

21

12

2σσσ

mm

mm

mm

m

+

++

+−→

12

Problem Resolution Approach

Convection of a stressed body in quasi-static

equilibrium

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

πξξ cos)( 0bb =

LξLtvx ξ+= 0O

( )1cos)(2

2

00 −+= πξ

πξ

EA

Lbtvu

πξπ

ξσ sin)( 0

A

Lb−=

Analytic solution :

13

Problem Resolution Approach

Convection of α L in 1000 steps / L (5 cells/L)

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

Standard MPM

14

Problem Resolution Approach

Convection of α L in 1000 steps / L (5 cells/L)

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

MPM + cell averaging

15

Problem Resolution Approach

2D/3D >> Filtering of strain/stress fields

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

∫∫∫∫ →−+⋅−⋅−∂ m

hhh

Vmm

h stationarydmdSdmdm ))((:)( εuεσχtχbε

σ

ψ

β

S

σ

::

00100

0010

0001

:

5

4

3

2

1

=

=

=

β

β

β

β

β

σ

σ

σ

444 3444 21

s

t

st

tt

ss

h

αSε ][

2

: →

=

st

tt

ss

h

ε

ε

ε

16

Problem Resolution Approach

2D/3D >> Filtering of strain/stress fields

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

∑∈

=cp

pp

t

pc m][][:][ SSH

∑∈

=cp

pp

t

pc m][: σSR

][1

ccc RHβ−=⇒

For each cell c

For each particle p in cell c

⇒→ ][ cpp βSσ

][1

pp σCε −=⇒

][ cpp αSε →

elastic

plastic

17

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

Adding Smoothing to the Basic Algorithm

particle

cell

node

18

The Ultimate Challenge

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

ω

))(3(8

222

rarr −+= νρω

σ

( )222

)31()3(8

ra ννρω

σθθ +−+=

0=θσ r

ωθ ru

ur

=

= 0

Spinning Disk

Initial conditions

19

The Ultimate Challenge: Spinning Disk

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

CPDI+stress smoothing

MPM+stress smoothing

CPDI

Standard MPM

?.constrr =σ

After almost one full revolution

TARGET

20

The Ultimate Challenge: Spinning Disk

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM

CPDI+stress smoothing

MPM+stress smoothing

CPDI

Standard MPM

?0=θσ r

After almost one full revolution

TARGET

21

Summary & Conclusions We identified that, thanks to using identical shape

functions, MPM inherited locking from the FEM.

We interpret the “cell crossing error” as “convection

locking”.

We propose a cell-based smoothing strategy that

filters/removes locking stresses/strains from the

numerical solution.

The proposed technique improves solutions for both

standard MPM and CPDI but does not completely

eliminate the problem (yet) .

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM 22

August 9-10, 2010Peter Mackenzie-Helnwein, University of Washington, pmackenz@uw.edu

6th MPM Workshop @ U of New Mexico: Locking Phenomena in MPM 23