1 finite element method modelling techniques for readers of all backgrounds g. r. liu and s. s. quek...

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1 F F inite Element inite Element Method Method MODELLING TECHNIQUES for readers of all backgrounds for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

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Page 1: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

1

FFinite Element Methodinite Element Method

MODELLING TECHNIQUES

for readers of all backgroundsfor readers of all backgrounds

G. R. Liu and S. S. Quek

CHAPTER 11:

Page 2: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

2Finite Element Method by G. R. Liu and S. S. Quek

CONTENTSCONTENTS

INTRODUCTIONCPU TIME ESTIMATIONGEOMETRY MODELLINGMESHING

– Mesh density– Element distortion

MESH COMPATIBILITY– Different order of elements– Straddling elements

Page 3: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

3Finite Element Method by G. R. Liu and S. S. Quek

CONTENTSCONTENTS

USE OF SYMMETRY– Mirror symmetry– Axial symmetry– Cyclic symmetry– Repetitive symmetry

MODELLING OF OFFSETS– Creation of MPC equations for offsets

MODELLING OF SUPPORTSMODELLING OF JOINTS

Page 4: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

4Finite Element Method by G. R. Liu and S. S. Quek

CONTENTSCONTENTS

OTHER APPLICATIONS OF MPC EQUATIONS– Modelling of symmetric boundary conditions– Enforcement of mesh compatibility– Modelling of constraints by rigid body attachment

IMPLEMENTATION OF MPC EQUATIONS– Lagrange multiplier method– Penalty method

Page 5: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

5Finite Element Method by G. R. Liu and S. S. Quek

INTRODUCTIONINTRODUCTION

Ensure reliability and accuracy of results. Improve efficiency and accuracy.

0% 50% 100%

0% 50% 100%

EFFORT

ACCURACY

(ANALYSIS)

(RESULTS)

Page 6: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

6Finite Element Method by G. R. Liu and S. S. Quek

INTRODUCTIONINTRODUCTION

Considerations: – Computational and manpower resources that limit the

scale of the FEM model.– Requirement on results that defines the purpose and

hence the methods of the analysis.– Mechanical characteristics of the geometry of the

problem domain that determine the types of elements to use.

– Boundary conditions.– Loading and initial conditions.

Page 7: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

7Finite Element Method by G. R. Liu and S. S. Quek

CPU TIME ESTIMATIONCPU TIME ESTIMATION

CPU doft n ( ranges from 2 – 3)

0

0

.sy

ndof

b Bandwidth, b, affects

- minimize bandwidth

Aim:– To create a FEM model with

minimum DOFs by using elements of as low dimension as possible, and

– To use as coarse a mesh as possible, and use fine meshes only for important areas.

Page 8: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

8Finite Element Method by G. R. Liu and S. S. Quek

GEOMETRY MODELLINGGEOMETRY MODELLING Reduction of a complex geometry to a manageable one. 3D? 2D? 1D? Combination?

y

z

y

x

h

z

x

Shell Neutral surface

Neutral surface

x

fy1

z

fy2

Beam member

Bulky solids 3-D solid element mesh

2-D shell element mesh

1-D beam element mesh

Centroid

(Using 2D or 1D makes meshing much easier)

Page 9: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

9Finite Element Method by G. R. Liu and S. S. Quek

GEOMETRY MODELLINGGEOMETRY MODELLING

Detailed modelling of areas where critical results are expected.

Use of CAD software to aid modelling.Can be imported into FE software for meshing.

Page 10: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

10Finite Element Method by G. R. Liu and S. S. Quek

MESHINGMESHING

To minimize the number of DOFs, have fine mesh at important areas.

In FE packages, mesh density can be controlled by mesh seeds.

Mesh densityMesh density

(Image courtesy of Institute of High Performance Computing and Sunstar Logistics(s) Pte Ltd (s))

Page 11: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

11Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Use of distorted elements in irregular and complex geometry is common but there are some limits to the distortion.

The distortions are measured against the basic shape of the element– Square Quadrilateral elements – Isosceles triangle Triangle elements – Cube Hexahedron elements – Isosceles tetrahedron Tetrahedron elements

Page 12: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

12Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Aspect ratio distortion

b

a

3 Stress analysis

10 Displacement analysis

b

a

Rule of thumb:

Page 13: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

13Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Angular distortion

skew Taper b a

b<5a

Page 14: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

14Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Curvature distortion

Page 15: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

15Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Volumetric distortion

1

2

3 4

1 2

3 4

x

y

1

1

1

1

Area outside distorted element maps into an internal area – negative volume integration

Page 16: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

16Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Volumetric distortion (Cont’d)

Page 17: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

17Finite Element Method by G. R. Liu and S. S. Quek

Element distortionElement distortion

Mid-node position distortion

a

>b/4 b

>a/4

Shifting of nodes beyond limits can result in singular stress field (see crack tip elements)

Page 18: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

18Finite Element Method by G. R. Liu and S. S. Quek

MESH COMPATIBILITYMESH COMPATIBILITY

Requirement of Hamilton’s principle – admissible displacement

The displacement field is continuous along all the edges between elements

Page 19: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

19Finite Element Method by G. R. Liu and S. S. Quek

Different order of elementsDifferent order of elements

Quad

Linear

3

1

2 Quad

Linear

3

1

2

Crack like behaviour – incorrect results

Page 20: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

20Finite Element Method by G. R. Liu and S. S. Quek

Different order of elementsDifferent order of elements Solution:

– Use same type of elements throughout

– Use transition elements

– Use MPC equations

Quad Quad

Linear

Linear

1 1

2

2

3

Quad Linear Transition

Transition Element

Vary quadratically along this edge Vary linearly along this edge

Page 21: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

21Finite Element Method by G. R. Liu and S. S. Quek

Straddling elementsStraddling elements

Quad

Quad

3

1

2

Avoid straddling of elements in mesh

Page 22: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

22Finite Element Method by G. R. Liu and S. S. Quek

USE OF SYMMETRYUSE OF SYMMETRY

Different types of symmetry:

Mirror symmetryAxial symmetry

Cyclic symmetry Repetitive symmetry

Use of symmetry reduces number of DOFs and hence computational time. Also reduces numerical error.

Page 23: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

23Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

Symmetry about a particular plane

Planes of symmetry

Modelling of quarter model is sufficient

Page 24: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

24Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

Consider a 2D symmetric solid:

x

y

3

2

1

3

2

1

u1x = 0

u2x = 0

u3x = 0

Single point constraints (SPC)

Page 25: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

25Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

y

x

P P

a b a

b

P

Deflection = FreeRotation = 0

Symmetric loading

Page 26: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

26Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

Anti-symmetric loading y

x

P P

a b a

b P

Deflection = 0Rotation = Free

Page 27: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

27Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

Plane of symmetry

u v w x y z

xy Free Free Fix Fix Fix Free

yz Fix Free Free Free Fix Fix

zx Free Fix Free Fix Free Fix

Symmetric

•No translational displacement normal to symmetry plane

•No rotational components w.r.t. axis parallel to symmetry plane

Page 28: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

28Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetryAnti-symmetric

•No translational displacement parallel to symmetry plane

•No rotational components w.r.t. axis normal to symmetry plane

Plane of symmetry

u v w x y z

xy Fix Fix Free Free Free Fix

yz Free Fix Fix Fix Free Free

zx Fix Free Fix Free Fix Free

Page 29: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

29Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

Any load can be decomposed to a symmetric and an anti-symmetric load

y

x

P/2

a b a

b

P/2

y

x

P/2

a b a

b

P/2

= +

y

x

P

a b a

b

Anti-Symmetric loading

Symmetric loading

Asymmetric loading

Page 30: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

30Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

X

P

Y

Full frame structure

P/2

P/2

P/2

P/2 + =

Sym.

Anti-sym.

Page 31: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

31Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

All nodes on this line fixed against vertical displacement.

2

P

X

All nodes on this line fixed against the horizontal displacement and rotation.

X

2

P

Y Y

Properties are halved for this member

Page 32: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

32Finite Element Method by G. R. Liu and S. S. Quek

Mirror symmetryMirror symmetry

Dynamic problems (e.g. two half models to get full set of eigenmodes in eigenvalue analysis)

motion symmetric about this node

motion antisymmetric about this node

Rotation dof = 0 at this node

translational dof v = 0 at this node

Page 33: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

33Finite Element Method by G. R. Liu and S. S. Quek

Axial symmetryAxial symmetry Use of 1D or 2D axisymmetric elements

– Formulation similar to 1D and 2D elements except the use of polar coordinates

z w2 w1

w = W sin

x

y

Cylindrical shell using 1D axisymmetric elements

3D structure using 2D axisymmetric elements

Page 34: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

34Finite Element Method by G. R. Liu and S. S. Quek

Cyclic symmetryCyclic symmetry

uAn

uBt

uBn

F

F

F

F

Representative cell

uAt

Side B

F Side A

uAn = uBn

uAt = uBt

Multipoint constraints (MPC)

Page 35: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

35Finite Element Method by G. R. Liu and S. S. Quek

Repetitive symmetryRepetitive symmetry

Representative cell

uBx

P

uAx

P

P

P

A

B

uAx = uBx

Page 36: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

36Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF OFFSETSMODELLING OF OFFSETS Offset Length of beam l

Offset

Length of beam l

Corner Nodes

Joint point

, offset can be safely ignored l

100

l l

100 5 , offset needs to be modelled

l

5, ordinary beam, plate and shell elements should not be used.

Use 2D or 3D solid elements.

Guidelines:

Page 37: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

37Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF OFFSETSMODELLING OF OFFSETS

Three methods:– Very stiff element– Rigid element– MPC equations

Very stiff element/ Rigid element

Corner Nodes

Rigid body connecting two corner nodes

Corner Nodes

Page 38: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

38Finite Element Method by G. R. Liu and S. S. Quek

Creation of MPC equations for offsetsCreation of MPC equations for offsets

d1

q1

q2

q3

d2 d3

d5

d4

d6

2

1

3

1 1 3d q q

2 2d q

3 3d q

4 1d q

5 2 3d q q

6 3d q1 3 4

2 3 5

3 6

0

0

0

d d d

d d d

d d

Eliminate q1, q2, q3

DOFs at all nodes to be DOFs of the Equation of MPC connected by the rigid body rigid bodyN N N

Page 39: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

39Finite Element Method by G. R. Liu and S. S. Quek

Creation of MPC equations for offsetsCreation of MPC equations for offsets

Rigid body

Node on neutral-surface of the plate

Node of the beam element

Neutral surface of the plate

Page 40: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

40Finite Element Method by G. R. Liu and S. S. Quek

Creation of MPC equations for offfsetsCreation of MPC equations for offfsets

d1

d2 d3

d5

d4

d6 d9 d8 d7

x

z

y

A

B

d6 = d1 + d5 or d1 + d5 d6 = 0

d7 = d2 d4 or d2 d4 d7 = 0

d8 = d3 or d3 d8 = 0

d9 = d5 or d5 d9 = 0

Page 41: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

41Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF SUPPORTSMODELLING OF SUPPORTS

Beam with “built-in end”

a) Full constraint only in the horizontal direction

c) Fully clamped support

b) Support provides full constraint only on the lower surface

Page 42: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

42Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF SUPPORTSMODELLING OF SUPPORTS

b)

a)

c)

d)

(Prop support of beam)

Page 43: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

43Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF JOINTSMODELLING OF JOINTS

turbine blade

turbine disc nodes at interface

(a) (b)

Perfect connection ensured here

Page 44: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

44Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF JOINTSMODELLING OF JOINTS

u

v

u v

1

Mismatch between DOFs of beams and 2D solid – beam is free to rotate (rotation not transmitted to 2D solid)

1

Perfect connection by artificially extending beam into 2D solid (Additional mass)

Page 45: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

45Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF JOINTSMODELLING OF JOINTS

Using MPC equations

d1

d2

d3

d4 d6

d5

d7

2a disc model

blade model

d5

ad7

d2 d6

d1

1 5d d

2 6 7d d ad

3 5d d

4 6 7d d ad

Page 46: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

46Finite Element Method by G. R. Liu and S. S. Quek

MODELLING OF JOINTSMODELLING OF JOINTS

Mesh for plate

Mesh for Solid

Similar for plate connected to 3D solid

Page 47: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

47Finite Element Method by G. R. Liu and S. S. Quek

OTHER APPLICATIONS OF OTHER APPLICATIONS OF MPC EQUATIONSMPC EQUATIONS

Modelling of symmetric boundary Modelling of symmetric boundary conditionsconditions

u

v

900

Axis of symmetry

n

Axis of symmetry x

y

1

2

3

1

2

3

dn = 0

ui cos + vi sin=0

or ui+vi tan =0

for i=1, 2, 3

Page 48: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

48Finite Element Method by G. R. Liu and S. S. Quek

Enforcement of mesh compatibilityEnforcement of mesh compatibility

d1

Quad Linear

d2

d4

d5

d3 d6

0

-1

1

1

2

3

dx = 0.5(1) d1 + 0.5(1+) d3

dy = 0.5(1) d4 + 0.5(1+) d6

Substitute value of at node 3

0.5 d1 d2 + 0.5 d3 =0

0.5 d4 d5 + 0.5 d6 =0

Use lower order shape function to interpolate

Page 49: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

49Finite Element Method by G. R. Liu and S. S. Quek

Enforcement of mesh compatibilityEnforcement of mesh compatibility

d1

Quad Quad

d2 d6

d8

d5 d10

0

-1

1

d3

d4

d7

d9

-0.5

0.5

Use shape function of longer element to interpolate

dx = (1) d1 + (1+)(1) d3 + 0.5 (1+) d5

Substituting the values of for the two additional nodes

d2 = 0.251.5 d1 + 1.50.5 d3 0.250.5 d5

d4 = 0.250.5 d1 + 0.51.5 d3

+ 0.251.5 d5

Page 50: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

50Finite Element Method by G. R. Liu and S. S. Quek

Enforcement of mesh compatibilityEnforcement of mesh compatibility

d1

Quad Quad

d2 d6

d8

d5 d10

0

-1

1

d3

d4

d7

d9

-0.5

0.5

In x direction,

0.375 d1 d2 + 0.75 d3 0.125 d5 = 0

0.125 d1 + 0.75 d3 d4 + 0.375 d5 = 0

In y direction,

0.375 d6 d7+0.75 d8 0.125 d10 = 0

0.125 d6+0.75 d8 d9 + 0.375 d10 = 0

Page 51: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

51Finite Element Method by G. R. Liu and S. S. Quek

Modelling of constraints by rigid body Modelling of constraints by rigid body attachmentattachment

l1

l3

l2

q2 q1

d1 d2 d3 d4

Rigid slab

d1 = q1

d2 = q1+q2 l1

d3=q1+q2 l2

d4=q1+q2 l3

(l2 /l1-1) d1 - ( l2 /l1) d2 + d3 = 0

(l3 /l1-1) d1 - ( l3 /l1) d2 + d4 = 0

Eliminate q1 and q2

(DOF in x direction not considered)

Page 52: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

52Finite Element Method by G. R. Liu and S. S. Quek

IMPLEMENTATION OF MPC IMPLEMENTATION OF MPC EQUATIONSEQUATIONS

KD F

CD Q 0 (Matrix form of MPC equations)

(Global system equation)

Constant matrices

Page 53: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

53Finite Element Method by G. R. Liu and S. S. Quek

Lagrange multiplier methodLagrange multiplier method

1 2 m

T

{ } 0T CD Q

p 1

2D KD D F CD QT T T { }

T

D FK C

λ QC 0

(Lagrange multipliers)

Multiplied to MPC equations

Added to functional

The stationary condition requires the derivatives of p with respect to the Di and i to vanish.

Matrix equation is solved

Page 54: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

54Finite Element Method by G. R. Liu and S. S. Quek

Lagrange multiplier methodLagrange multiplier method

Constraint equations are satisfied exactly Total number of unknowns is increased Expanded stiffness matrix is non-positive definite

due to the presence of zero diagonal termsEfficiency of solving the system equations is

lower

Page 55: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

55Finite Element Method by G. R. Liu and S. S. Quek

Penalty methodPenalty method

t CD Q (Constrain equations)

p 1

2

1

2D KD D F t tT T T

=1 2 ... m is a diagonal

matrix of ‘penalty numbers’

[ ]T T K C C D F C Q

Stationary condition of the modified functional requires the derivatives of p with respect to the Di to vanish

Penalty matrix

Page 56: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

56Finite Element Method by G. R. Liu and S. S. Quek

Penalty methodPenalty method

[Zienkiewicz et al., 2000] :

= constant (1/h)p+1

Characteristic size of element

P is the order of element used

4 61.0 10 max (diagonal elements in the stiffness matrix)

5 81.0 10 or

Young’s modulus

Page 57: 1 Finite Element Method MODELLING TECHNIQUES for readers of all backgrounds G. R. Liu and S. S. Quek CHAPTER 11:

57Finite Element Method by G. R. Liu and S. S. Quek

Penalty methodPenalty method

The total number of unknowns is not changed.System equations generally behave well.The constraint equations can only be satisfied

approximately.Right choice of may be ambiguous.