ESI Korea Forum 2012.09.13_NGUYEN.pdf

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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

    [email protected]

    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

    [email protected]

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    Copyright ESI Group, 2012 All rights reserved.