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Constitutive modeling and springback
prediction of lightweight alloy sheet
September 13, 2012
Copyright ESI Group, 2012 All rights reserved.Copyright ESI Group, 2012. All rights reserved.
NGOC-TRUNG NGUYEN
Contents
Constitutive modeling and springback prediction of
lightweight alloy sheet
2. - 1. Background
3.
Copyright ESI Group, 2012 All rights reserved. 2
4. 5. Conclusion
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1 Background
Constitutive modeling and springback
prediction of lightweight alloy sheetNGOC-TRUNG NGUYEN et al.
2. - 1. Background
3. 4.
Copyright ESI Group, 2012 All rights reserved. 3
5. Conclusion
Weight reduction(*) while maintaining functional
requirements:
Lightweight materialsWhy?
,
materials, energy, and costs are saved
environmental damage is reduced.
Superiorproperties:thermal/electrical properties,
dam in ca acit
(*) Weight reduction can also be achieved by using thinner sheets ofhigh strength steelsand forming them using advanced forming processes.
FCX[ issue ]
21C
/ recycling /
Copyright ESI Group, 2012 All rights reserved. 4
fatigue properties,
dimensional stability, and
easy machinability
911GT3
E-class
BMW E
WPM (World Premier Materials) project.: super-light vehicle
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Vehicle components
shallow parts in automobile
bod anels and chassis
Lightweight materialsApplications
Camera case
Bonnet
Notebook case
Engine block
applications
seat frame (35% weight
reduction), panel plenum (45%
weight reduction), door inner
and outer
Consumer products
Mobile Phone Case
Copyright ESI Group, 2012 All rights reserved. 5
Trunk lid
Side outer
Door
Dash panel
Hood
Loop
Center pillar
Floor
Fender
( + )
Mg Al Ti Zn Steel
1.8
2.7
4.5
7.1
7.8
Specificgravity(g/cm
3)
Forming process:
low formability at ambient temperature.
Lightweight materialsChallenges (1)
against pressure (sheet hydroforming)
and at elevated temperatures (warm
forming).5xxx series and 6xxx series Al alloys
show increased formability at the range
of 250oC to 300oC
formability of AZ31B Mg alloy is improved
Copyright ESI Group, 2012 All rights reserved. 6
significantly above 200oC
FLD of AZ31B magnesium alloy sheet at
different temperatures.
Suitable material model to capture the temperature dependent formability is needed.
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Material behavior:
Yielding behavior:
stron anisotro ic stren th differential
Lightweight materialsChallenges (2)
AZ31B
effect)
Hardening response:
asymmetric
abnormal
large springback (to be discussed later)
Material flow:
0 45 90 R
AZ31B
Copyright ESI Group, 2012 All rights reserved. 7
fracture characteristics (Mg alloy sheet)Evolution of the elastic modulus
Constitutive model
Yield function:
Isotro : von Mises
Lightweight materialsConstitutive model (1)
Anisotropy: Hill (48, 90), Barlat (89, 2000), Gotoh, Vegter, etc.
Material card: input data from tests
045
90
Copyright ESI Group, 2012 All rights reserved. 8
The contours of Yld2000-2D yield function.
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Constitutive model
Hardening rule:
Isotro ic hardenin Kru kowski ower law tabular data etc
Lightweight materialsConstitutive model (2)
, , , .
Kinematic hardening (linear, nonlinear, Yoshida-Uemori)
Mixed kinematic hardening (Chaboche)
Copyright ESI Group, 2012 All rights reserved. 9
Constitutive model
Cyclic stress-strain behavior
Sheet metal formin : low number of c cles
Lightweight materialsConstitutive model (3)
Features:
Symmetry in yield stress
tension = compression
Symmetry in hardening
concave-down shape
Anisotropy
Bauschinger effect
p
Copyright ESI Group, 2012 All rights reserved.
Transient behavior
Permanent softening
Hardening rule:
Obtain an accurate stress prediction
10
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Lightweight materialsSpringback prediction (1)
Springback phenomenon
Elastic recovery of a portion ofthe deformation roduced durinforming.
Stress driven
Proportional to the ratio between
residual stresses and Youngs
modulus
Forlightweight materials (with
low Youngs modulus) and HSS
Copyright ESI Group, 2012 All rights reserved. 11
becomes more serious concerns.Springback results in a difference inshape between the part and thetooling.
Lightweight materialsSpringback prediction (2)
Springback prediction:
Hardening rule:
Accurate stress rediction
Reverse loading behavior
Advanced hardening rules
Y-U modelHardening model for Mg alloy sheet
Evolution of the elastic modulus
Copyright ESI Group, 2012 All rights reserved. 12
Source: Mazda Motor Corporation, Japan
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1 Background
Constitutive modeling and springback
prediction of lightweight alloy sheetNGOC-TRUNG NGUYEN et al.
2. - 1. Background
3. 4.
Copyright ESI Group, 2012 All rights reserved. 13
5. Conclusion
Design requirements:
Horizontal typeAuto-ali nment s stem
Heating
systemLoading dir.
Holding force
control
Strain
measurement
OSU Yes Vertical Hydraulic Indirect
Cyclic loading testerRequirements
Specimen thickness:0.5~5.0 mm
Max. stroke:Tension 140 mm
Compression 20 mm
Anti-buckling system
Heating system
Tokyo
UniversityNo Horizontal Hydraulic Direct
KNU Yes HorizontalHydraulic /
Dead weightIndirect
Copyright ESI Group, 2012 All rights reserved. 14
Uniform temp. distribution in the gage area
Cyclic loadingExperimental methods for applying
continuous stress reversals to a sheet
specimen.
Indirect strain measuring system
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Side force system Jig systemLoading dir. Horizontal type
Capacity 30 kN
Tem erature RT~400oC
Cyclic loading testerDesign and specification
side force
Side force
-
align
Heating system Jig movement
Speed 0.001~1,000 mm/min
Strain measurement Laser extensometer
Side force 10 kN
Copyright ESI Group, 2012 All rights reserved. 15
Heat cartridge
( 2, 3)
/
align
Uniaxial tension test:
Reference test data:
Cyclic loading testerValidation
Crosshead speed 2 mm/min, gauge length 50 mm
Room temperature
Temperature measurement:
Heat cartridge installation:upper die (2EA), lower die (3EA)
Copyright ESI Group, 2012 All rights reserved. 16
temperature: 400oC
K-type thermal sensor
Sheet thickness: 2 mm
Result:uniform distribution of temperature in the gage area
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Upper die 1 Upper die 2 Specimen
FC fs FTfs
Friction effect:
Significant
Cyclic loading testerCalibration
FT FN=FL-Friction
FN=FL-2Fv
FC FN=FL+Friction
FN=FL+2Fv
FT=Tension force
FC=Compression force
FN=Net force
FL=Load
Fv=Vertical force
=Friction coefficient
Lower die 1 Lower die 2
fs fs
Die-to-die
Die-to-specimen
Thermal expansion
Biaxial stress state effect
Insi nificant
Copyright ESI Group, 2012 All rights reserved. 17
1 Background
Constitutive modeling and springback
prediction of lightweight alloy sheetNGOC-TRUNG NGUYEN et al.
2. - 1. Background
3. 4.
Copyright ESI Group, 2012 All rights reserved. 18
5. Conclusion
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Aluminum alloy sheetYoshida-Uemori model (1)
Framework:
The yield surface moves kinematically
.
The bounding surface can translate
and extend in the stress space.The yield surface: f = ( - ) Y= 0The bounding surface:F= ( - ) (B + R) = 0
Hardening behavioris characterized by
the relative motion of the two surfaces.
Copyright ESI Group, 2012 All rights reserved. 19
Hardening rules are applied for each surfaceA so-called non-isotropic hardening surface describes the
workhardening stagnation effect.
TheYoungs modulus is a function of plastic strain.
Aluminum alloy sheetYoshida-Uemori model (2)
Non-IH of bounding surfaceWorkhardening stagnation
Copyright ESI Group, 2012 All rights reserved. 20
IH and non-IH hardening case of bounding surface
: backstress (center of the yield surface)
: center of the bounding surface
B : initial size of the bounding surface
R : isotropic hardening component
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Plastic strain dependency of Youngs modulus
0 0( )[1 exp( )]apE E E E
Seven(*) material parameters (Y , C , B , Rsat , b , m , h )
- Y : Inner surface size
Aluminum alloy sheetYoshida-Uemori model (3)
Parameters:
Initial yield surface: the initial backstress components
The relative motion law:
Isotropic hardening of the bounding surface:
Kinematic hardening of the bounding surface:
*
* **
paC
a
Y
a RB Y
( )satpRRR m
2 p p
- C : Inner surface
- B : Bounding surface
- Rsat : Bounding surface
(Isotropic hardening)
-b : Bounding surface
- m : Bounding surface
Copyright ESI Group, 2012 All rights reserved. 21
The non-isotropic hardening (non-IH) surface:
3m
23( , , ) ( ) : ( ) 0
2g r r q q q
( ) q q 3( ) :
02
0 0
r when Rr
r wh
h
en R
q
(Isotropic & Kinematic hardening)
- h : Stagnation
(*) Additional parameter(s) can be found in the PAM-STAMP version.
Parameter Test + Procedure(*)
Plastic strain dependency of Youngs modulus:
Aluminum alloy sheetYoshida-Uemori model (4)
PAM-STAMP inputs:
Xi, Younga Cyclic loading test (T-C-T or C-T-C)
Initial yield surface:
X11, X22, X12 Cyclic loading test (T-C-T or C-T-C)
The relative motion law:
Xsati =B Y
Cx1; Cx2; EpRef = pref
Uniaxial tension test
Cyclic loading test (T-C-T or C-T-C)
Kinematic hardening of the yield surface:
Rsatx =RsatAM = m
Uniaxial tension test
Cyclic loading test (T-C-T or C- -C)
X11, X22, X12
- Yield locus at origin point ( yield point
: 0, 0, 0=)
Xsat
Copyright ESI Group, 2012 All rights reserved. 22
Kinematic hardening of the bounding surface:
Bsat = bsat Uniaxial tension test
Cyclic loading test (T-C-T or C-T-C)
The non-isotropic hardening (non-IH) surface:
Hnih= h
Rnih0 = r0
Uniaxial tension test
Cyclic loading test (T-C-T or C-T-C)
(*) Using the optimization technique
- = -
Xi
- Stagnation
Younga
- Stagnation
EpRef, Rnih0
- default
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Procedure:
A computer code was developed
Aluminum alloy sheetParameter identification
simplex method1
(PAM-OPT can be used alternatively)
Input data:stress - plastic strain curve
cyclic loading test data
various prestrain cases
Copyright ESI Group, 2012 All rights reserved. 23
Y (MPa) C B (MPa) Rsat b (MPa) m h
Value 186.01 561.64 202.20 109.49 33.33 10.20 0.31
Values:
[1] Nelder, J.A., Mead, R. A simplex method for function minimization (1965) Computer Journal, 7, pp. 308-313
NUMISHEET 93 Benchmark model
U-draw bending test
Aluminum alloy sheetSpringback prediction (1)
35
Blank
350
RD
Material: Al5052
Shape: width: 35 mm, length: 350 mm
Punch speed: 0.3 mm/s
Stroke: 70 mm
Blank holding force: 1.3 kN
Copyright ESI Group, 2012 All rights reserved. 24
Unit: mm
Die set and dimensions
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General property
2.6E-6 kg/mm3
Elastic property
Aluminum alloy sheetSpringback prediction (2)
FE model and inputs:
Boundary condition
PUNCH
HOLDER
Stroke: 70mm
BLANK
BHF: 1.3kN
E 70 GPa
0.3
Plastic property
Krupkowsky's law: =K(0+P))n
K 398.294
n 0.162
0 0.014
Copyright ESI Group, 2012 All rights reserved. 25
DIE
Fixed
x
z
y
175 mm
17.5 mm
Results
Aluminum alloy sheetSpringback prediction (3)
Copyright ESI Group, 2012 All rights reserved. 26
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1 Background
Constitutive modeling and springback
prediction of lightweight alloy sheetNGOC-TRUNG NGUYEN et al.
2. - 1. Background
3. 4.
Copyright ESI Group, 2012 All rights reserved. 27
5. Conclusion
Magnesium alloy sheetIntroduction (1)
Characteristics:
Lowest density of all metallic materials
Mg alloy ~170
Al alloy ~120
Steel ~50Excellent welding capability
Good corrosion resistance
High thermal-electric conductivity
Increasing demands
Expanding applicable areas
(Automotive and electronics)
Copyright ESI Group, 2012 All rights reserved. 28
Excellent EMI shielding
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Magnesium alloy sheetIntroduction (1)
Comparative Material Performance IndexWith same thickness, Mg AZ31B is 77.5% lighter than steel
With same stiffness, Mg AZ31B is 62.8% lighter than steel
Copyright ESI Group, 2012 All rights reserved. 29
Room tem erature 5
Magnesium alloy sheetIntroduction (2)
Basal plane
Pyramidal planePrismatic plane
Over about 200
HCP structure0
1
2
3
4
0 100 200 300 400()
(kgfmm)
Low formability
Twinning effect
Anisotropy
No twinning effect
Asymmetry is less
(Tension Compression)
0 45 90 R
Copyright ESI Group, 2012 All rights reserved. 30
Asymmetry
Bauschinger effect Good formability
Good formability
Low Bauschinger effect
Low anisotropy
Hurdles: Lower formability at RT and large springback
Cost, high oxidation and low corrosion resistance
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Magnesium alloy sheetCharacterization
Comparative Material Performance
Index
hardening model
Bauschinger effect,
Transient behavior
But always exponential behavior
New hardening rule:Anisotropic/asymmetric yielding
Flow as mmetr durin c clic loadin
Copyright ESI Group, 2012 All rights reserved. 31
Accurate modeling of reverse loading behaviorLarge springback
Correlation between measured stress-strainresponses and calculated ones
Magnesium alloy sheetHardening behavior (2)
@RT 150oC
Copyright ESI Group, 2012 All rights reserved. 32
@RT 150oC
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Yielding asymmetry + unusual hardening behavior:
Magnesium alloy sheetNew constitutive model (1)
Cazacu model Phenomenological yield
surfaces
Cazacu and Barlat, 2004; Cazacu et al.,
2006; Kelley and Hosford, 1968).
Co-existence of
phenomenological yield surfaces
for different deformation modes.
Copyright ESI Group, 2012 All rights reserved. 33
Yield surface ofslip modeYield surface of
twin mode
slip mode
twin mode
Yield surface of
slip modeYield surface ofactivated pyramidal slip mode
slip mode
slip mode
Yield function:
Co-existence of phenomenological yield surfaces
Magnesium alloy sheetNew constitutive model (2)
Untwining
021 pp
Consider the history of
deformation: untwining occurs
only after twining
rule is active, others should be inactive.
The criterion on deformation modes decides which yield surface is active.
Criterion on deformation modes: Yield surface ofslip modeYield surface of
twin mode
Copyright ESI Group, 2012 All rights reserved. 34
021 pp
Occurs when the deformation
does not satisfy either twining or
untwining.
slip mode
twin mode
021 pp
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Isotropic hardening rule:
- -
Magnesium alloy sheetNew constitutive model (3)
Hardening rule
0iso plocal R
a *1lo c l
local*0
1
1 exp
p
p
baQ
de
R e
sigmoid (S-shape) function
Copyright ESI Group, 2012 All rights reserved. 35
Kinematic hardening rule:
iso
p pd d dC
Chaboche-type model
Types of sigmoid function
Parameter identification:
Using a computer codes
.tens .comp .re tens
Magnesium alloy sheetNew constitutive model (4)
Levenberg-Marquardt algorithm
(PAM-OPT is also applicable)
Input data:stress - plastic strain curve
cyclic loading test data: separate the cyclic loading test data into 3 curves:
tension from undeformed state (slip)
Stres
Plastic strain
SLIP TWIN UNTWIN
p
pU
pT
pS
Copyright ESI Group, 2012 All rights reserved. 36
compress on o owng ens on w n
tension following compression (untwin)
various prestrain cases
Output: material card
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User-defined material (UDM):
Input data:
Magnesium alloy sheetNew constitutive model (5)
Copyright ESI Group, 2012 All rights reserved. 37
User-defined material (UDM):
Input data:-
Magnesium alloy sheetNew constitutive model (6)
Copyright ESI Group, 2012 All rights reserved. 38
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User defined material (UDM):
Input data:
Magnesium alloy sheetNew constitutive model (7)
(to appear soon)
Copyright ESI Group, 2012 All rights reserved. 39
Room temperature 150oC
Magnesium alloy sheetNew constitutive model (8)
Verification
estress(MPa)
estress(MPa)
Copyright ESI Group, 2012 All rights reserved. 40
True strain True strain
Tr
Tr
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Magnesium alloy sheetSpringback prediction (1)
Results
Room temperature 150oC
Copyright ESI Group, 2012 All rights reserved. 41
Magnesium alloy sheetSpringback prediction (2)
Discussion
The built-in isotropic hardening model in PAM-STAMP fails to
.
The proposed constitutive model can improve much the ability
of springback prediction.
Discrepancies are due to:Calibration was done only with small prestrain.
Correct measurement of BHF.
Friction coefficient.
Copyright ESI Group, 2012 All rights reserved. 42
Youngs modulus.
Degradation of Youngs modulus is an vital factor:Different rules of evolution in tension and compression should be used
simultaneously to improve the result.
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1 Background
Constitutive modeling and springback
prediction of lightweight alloy sheetNGOC-TRUNG NGUYEN et al.
2. - 1. Background
3. 4.
Copyright ESI Group, 2012 All rights reserved. 43
5. Conclusion
Conclusion
Lightweight materials (Al and Mg sheets) show complex
behaviors which require more specific material model and/or
technique to simulate.
Characterization the cyclic hardening behavior was
conducted using the newly developed cyclic testing machine.
A procedure was developed to obtain the parameters of the
Y-U hardening model from test data.
The practical new constitutive model for Mg alloy sheet was
implemented as the user defined material (MAT184) in PAM-
Copyright ESI Group, 2012 All rights reserved. 44
STAMP.
Springback prediction using the new model is quite
promising.
Accuracy of the model can be improved by including more
effects.
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.
Q & A
Copyright ESI Group, 2012 All rights reserved. 45
Constitutive modeling and springback
prediction of lightweight alloy sheet
September 13, 2012
Copyright ESI Group, 2012 All rights reserved.Copyright ESI Group, 2012. All rights reserved.
NGOC-TRUNG NGUYEN
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Copyright ESI Group, 2012 All rights reserved.