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77
Chapter 6 INVESTIGATION OF BULK FOAM BEHAVIOUR FOR MODELLING
This chapter describes a brief investigation in to the uniaxial compressive and tensile
properties of Alporas foam with the aim of retrieving material characteristics for use in a
finite element material model. The optical full-field strain measurement system was also
used to provide further analysis of the aluminium foam behaviour. The compressive and
tensile stress-strain responses were used to generate FE material model input parameters.
The behaviour of an FE model of the compressive loading state was then compared with
experimental observations.
6.1 COMPRESSION TESTING The behaviour of aluminium foam under uniaxial compression loading is often used as
an initial characterisation method. For many constitutive models, the compressive response
is important in describing the failure surface. In particular, the Deshpande-Fleck model uses
the uniaxial compressive stress strain curve. The Reyes [103, 104] implementation of the
Deshpande-Fleck model was used for the finite element modelling in this project, requiring a
study of the compressive behaviour for the material model input parameters. The optical
full-field strain measurement system was used to investigate the compressive response of the
Alporas foam, in particular to explore the variation of the response with respect to the spatial
orientation. For foam structures, the manufacturing process can result in some variation in
cell structure according to the direction of production. This can result in anisotropic
mechanical behaviour [105]. The Alporas manufacturing method uses a batch process, and
has been found to have significantly less directionality than other aluminium foams which
are manufactured using continuous production methods [35].
Chapter 6 Investigation of bulk foam
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6.1.1 SAMPLE MANUFACTURE Cubes of 30 × 30 × 30 mm dimensions were cut from a 30mm thick sheet of 0.23
g/cm3 Alporas foam, as supplied by the manufacturer. Samples were cut using a diamond
tipped saw and visual inspections found no damage to the foam structure from the cutting
process. Figure 6.1 shows a typical cubic sample. Each sample was marked to record the
orientation of the cube with respect to the large sheet – showing through thickness, length,
and width of the panel. Figure 6.2 shows the three orientations with respect to the purchased
panel. The orientation of this panel with respect to the manufacturing process is not known.
The z-direction is most relevant in this study as it is the orientation that was used in the
sandwich beam production. A paint speckle pattern was applied to each face, as described in
Chapter 3.
Figure 6.1: Cube compression sample
Figure 6.2: Diagram showing orientation labels for cubes cut from bulk foam panel
6.1.2 TEST CONDITIONS Samples were tested using a universal testing machine (Instron 4505), at a crosshead
velocity of 2mm/min. A vacuum bag teflon sheeting was placed at the interface between the
sample and the loading platen to reduce friction. The tests were continued to a crosshead
Chapter 6 Investigation of bulk foam
79
displacement of about 18mm (approximately 60% strain). Tests were repeated for each
direction for 4 samples. Load displacement curves were recorded for each sample. Figure
6.3 shows a test in progress.
Figure 6.3: Cube compression test in progress
The Aramis system was used to calculate full-field strain contours for each sample
orientation. The system set up was as described in Chapter 3, with a measuring volume of
40 × 50 × 50 mm and a sampling time of 2s. Movie files showing images from one of the
Aramis cameras and the calculated von Mises strain distributions are provided in the
appendix.
6.2 COMPRESSION TESTING RESULTS Figure 6.4 shows the typical compressed shape of the aluminium foam cube after a
crosshead displacement of 6mm. Generally the foam crushes progressively, with very little
expansion. The individual cells crush and collapse into each other. The position of the
deformation initiation varies irregularly between the samples. The collapse appears to start
where ever the weakest cell exists, which may be in the form of a large cell, or a defect in the
cell wall shape, thickness or microstructure. The failure then spreads through the sample in a
deformation band. The deformation band typically remains within the general horizontal
plane of the initial collapse, although there may be some deviations out of this plane as the
fracture follows any weaker cell regions. These deformation bands have been observed in
various aluminium foams [90, 91, 106, 107] and are typical in the Alporas compression
failure. A movie showing the typical compression progression from images taken with the
optical strain measuring system is provided in the appendix.
Chapter 6 Investigation of bulk foam
80
Figure 6.4: Typical deformed sample under compression loading, at 6mm crosshead
displacement
6.2.1 LOAD-DISPLACEMENT CURVES A typical load-displacement curve for each orientation is shown in Figure 6.5. The
general curve shape follows that observed in many cellular structures, and as discussed in the
literature review chapter. There is initial elastic behaviour up to a first peak load. This is
followed by a plateau region before densification begins as the foam completely crushes and
the load increases. There is not a very large variation in magnitude between the orientations,
with the first peak and plateau loads around 1-1.3kN. The average measured first peak load
and stress values are given in Table 6.1. These values are slightly below the values quoted
by the manufacturer who reports a compressive strength of 1.9 ± 0.3 MPa [33]. Generally,
the literature also reports higher values. Ashby et al. [12] lists a first peak compressive
strength of 1.3-1.7MPa for Alporas foam . Ramamurty and Paul [35] found an average first
peak stress of 1.93MPa for 25mm cubes of density 0.226-0.284g/cm3. Andrews et al. [39]
reported a first peak compressive strength for two directions of 0.25g/cm3 Alporas foam to
be 1.84 and 1.46 MPa. A first plastic collapse stress of 1.615MPa was recorded by Jeon and
Asahina [50]. The variations in the measured values may be related to the reported size
effect where the ratio of sample size to cell size can become influential on various properties.
The general inhomogeneous nature of these materials as well as the presence of voids and
defects can also influence the measured properties. The stress-strain curve suggests that the
densification strain would occur at around 0.65-0.8. This agrees with Ashby et al. [12].
Whilst this study is limited by a small sample size, the results from the study are
deemed sufficient for developing input parameters for the foam material constitutive model.
The use of the full-field strain analysis will also be advantageous in evaluating the
performance of the finite element model.
Chapter 6 Investigation of bulk foam
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Figure 6.5: Typical load-displacement plot for each sample orientation
Table 6.1: Compression curve characteristics; average properties with standard deviation in parentheses
Orientation Peak load
Stress at peak load
Strain at peak load
(kN) (MPa) (mm/mm) X 1.068 1.206 0.045 (0.168) (0.169) (0.007)
Y 1.006 1.132 0.068 (0.084) (0.089) (0.026)
Z 0.980 1.121 0.048 (0.339) (0.377) (0.021)
6.2.2 ENERGY PLOTS A significant property of aluminium foam is its ability to absorb energy. Figure 6.6
shows the typical energy absorbed for each orientation of the cube. The energy absorbed
was calculated by the area under the force displacement curve. There is not a significant
difference between the three directions; however the z orientation samples did display
slightly greater energy absorption. Cell shape isotropy within the foam structure has been
found to be highly influential on mechanical performance with greater strength found in
structures with minimal ellipticity and with cells oriented parallel to the loading direction
[105]. Alporas has been described as significantly isotropic with minimal observed
ellipticity [35]. The small variations in mechanical properties measured in this project are
Chapter 6 Investigation of bulk foam
82
supported by these reported observations which suggest that perhaps the z-direction may
have slight increased ellipticity compared to the other directions.
Figure 6.6: Typical energy absorbed during compression for each sample orientation
6.2.3 STRAIN DISTRIBUTION The optical full-field strain measurement system was used to record strain
distributions throughout the compression testing for a sample of each orientation. Figure 6.7
shows the strain distributions recorded for each orientation at a crosshead displacement of
1.3 and 2.7mm. The first displacement corresponds to the first peak load in the load-
displacement curve while the second displacement corresponds to the initial part of the first
plateau region. There are some noticeable differences between the differently oriented
samples. In the early displacement contours, the strain distribution is relatively uniform,
with some dispersed regions of higher strain. There are only a few isolated regions of strain
concentration in the y-direction contour (see Figure 6.7(c)) visible as light blue and red
areas. The number of these regions is increased in the x-direction contour, in Figure 6.7(a).
The z-direction contour (see Figure 6.7(e)) shows even more regions of strain concentration.
These differences correspond to the small variation in the displacement at which peak load
was reached for each orientation. The z-direction sample reached the first peak load at an
earlier displacement than the other orientations, and the failure had progressed further at the
comparison displacement of 1.3mm.
The strain distributions for the second displacement investigated, corresponding to the
beginning of the plateau region of the load-displacement curve, show more variation
Chapter 6 Investigation of bulk foam
83
between the sample orientations. The y-direction contour in Figure 6.7(d) shows a few more
regions of strain concentrations than at the earlier displacement; however the magnitude has
not increased significantly. The main strain concentration region from the earlier
displacement has actually reduced in magnitude. In contrast, the x-direction contour (see
Figure 6.7(b)) has significantly more regions of high strain concentrations. These regions
have developed in the area of the strain concentrations that were visible at the earlier
displacement. Similarly in Figure 6.7(f), the z-direction contour shows several regions of
high strain values which extend across the image. These regions probably correspond to the
deformation bands widely reported in the literature [90, 91, 106, 107].
Figure 6.7: Typical compression strain distributions for each sample orientation at two
crosshead displacements; x-orientation at a) 1.3mm and b) 2.7mm, y-orientation at c) 1.3mm and d) 2.7mm, z-orientation at e) 1.3mm and f) 2.7mm
6.2.4 SECTION LINE PLOTS Section planes were taken through the measured strain contours and used to produce
line plots of the strain magnitude along the sections. Five sections were taken across the
Chapter 6 Investigation of bulk foam
84
strain distribution, symmetrically dispersed throughout the image with a spacing of 5mm, as
shown in Figure 6.8. Figure 6.9 shows the section line plots for the z-direction sample at
crosshead displacements of 1.3 and 2.7mm. The development of the increased strain
magnitude in the region of section 3 can be seen. As the high strain region expands
diagonally upwards this is reflected in the increase in the strain magnitude of section 2.
These plots further demonstrate the bands of high strain values and hence bands of
deformation previously discussed.
Figure 6.8: Cube strain contour showing position of 5 section planes
Figure 6.9: Section strain line plots of Z-direction sample at a) 1.3mm (stage 20) and b) 2.7mm
(stage 40)
The development of a deformation band and associated strain contour is shown in
Figure 6.10. Here, the strain line plot of section 3 in the z-direction sample is displayed at
increasing crosshead displacements, ranging from 0.7mm to 4mm. The increasing strain is
clearly visible, particularly around the 10mm x position. At the maximum x position there is
very high strain magnitude in the curve for the greatest crosshead displacement (stage 60).
This may correspond to a region in the contour where there was high distortion in the photo
image. This may have caused miscalculations in the image analysis.
Chapter 6 Investigation of bulk foam
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Figure 6.10: Section strain line plot of the Z-direction sample showing the typical progressive
strain distribution of Section 3 across a displacement rang of 0.7-4m
6.3 TENSILE TESTING Uniaxial tensile testing was conducted to estimate the critical value of strain to
determine element failure in the finite element model [108]. The optical full-field strain
measurement system was used to record the tensile tests. Movie files showing images from
the tensile testing and the calculated von Mises strain distributions are provided in the
appendix.
Cubes of 30 × 30 × 30 mm dimensions were cut from a 30mm thick sheet of 0.23
g/cm3 Alporas foam, as supplied by the manufacturer. Steel sample mounts were adhered to
the cube using a two part epoxy adhesive (Araldite® Kit K138, Vantico Pty Ltd), cured at
room temperature for 24 hours. Samples were painted with a speckle pattern as described in
Chapter 3. Tensile tests were conducted using a universal testing machine (Instron 4505), at
a crosshead velocity of 1mm/min. Four samples were tested for each cube orientation. Load
displacement plots were recorded for each sample. Figure 6.11 shows a typical tensile test in
progress with a crack propagating through the foam sample. A failed sample is shown in
Figure 6.12.
Chapter 6 Investigation of bulk foam
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Figure 6.11: Typical tensile test illustrating a propagating crack
Figure 6.12: Typical failed tensile sample
All samples failed in similar manner, with a crack initiating in a weak cell and steadily
propagating completely across the sample. This is reflected in the typical stress-strain curve,
as illustrated in Figure 6.13. The peak load averaged 0.89kN (standard deviation 0.41)
across the samples, though there was significant variation with a few samples failing at much
lower loads. This is expected due to the inhomogeneous nature of the material. The average
tensile peak stress was measured as 1.013MPa (standard deviation 0.39). The strain at peak
stress averaged 0.033 (standard deviation 0.012), with some samples displaying values of
less than 0.02.
Chapter 6 Investigation of bulk foam
87
Figure 6.13: Typical tensile stress strain curve
Strain distributions were recorded during the tensile tests. Figure 6.14 shows a typical
strain distribution development as the crosshead displacement increased. The regions of
high strain visible in the middle right area of Figure 6.14(a) correspond to a crack initiating
near the peak load. This is followed by the growth of the crack within the sample, as
illustrated in Figure 6.11.
Figure 6.14: Typical tensile strain distribution for progressive crosshead displacements at a)
0.7mm (stage 20), b) 1mm (stage 40) and c) 1.3mm (stage 60)
6.4 MODELLING An aim of this project was to investigate the ability of an existing finite element
material model to represent the behaviour of aluminium foam within a sandwich structure.
The model used was an implementation of the Deshpande-Fleck constitutive model in the
finite element code LS-DYNA. Although this study is limited to quasi-static behaviour, the
possible applications of this material system are likely to involve dynamic loading, making
the use of the explicit FE code LS-DYNA appropriate. The data recorded from the
compression testing was used to calculate input parameters for the material model. This
Chapter 6 Investigation of bulk foam
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material model was then used to represent the uniaxial compressive test and the response
was compared with the experimentally observed behaviour. In particular, the experimentally
measured full-field strain contours were compared with the model predictions. This
compression model was investigated before the material model was used in the sandwich
structure under flexural loading.
6.4.1 NUMERICAL IMPLEMENTATION OF DESHPANDE-FLECK MODEL Deshpande and Fleck [81] proposed two models for the plastic behaviour of metal
foams: the first model was based on a self-similar yield surface while the second model is
more complex due to the inclusion of differential hardening effects from hydrostatic stress
on the shape of the yield surface. The hydrostatic stress term is important in a porous
material model as the volume can change when cells of the foam collapse under compression
[104]. The models are an extension of the von Mises yield criterion with the hydrostatic
stresses included as part of the equivalent stress term [104]. This model was implemented
by Reyes et al. [103, 104] as a material model in LS-DYNA [109]. LS-DYNA was chosen
for its capabilities in highly non-linear dynamic loading conditions which may be
appropriate for potential applications of these sandwich structures.
The model is described by Reyes et al. [104] as follows. The yield function (Φ) is
defined by:
0ˆ ≤−=Φ Yσ (Eq 6.1)
where σ̂ is the equivalent stress and the yield stress Y can be expressed as:
)ˆ(εσ RY p += (Eq 6.2)
Here, pσ is the plateau stress, ( )ε̂R is the strain hardening term and ε̂ is the
equivalent strain [104]. Deshpande and Fleck [81] define the equivalent stress, σ̂ , as
( )[ ][ ]2222
2
311ˆ mvm σασα
σ ++
≡ (Eq 6.3)
Here, the von Mises effective stress is vmσ , mσ is the mean stress and the shape of
the yield surface is defined by the parameter α . This parameter α is defined as:
( )( )p
p
υυα
+−
=1
21292
(Eq 6.4)
where pυ is the plastic coefficient of contraction.
Chapter 6 Investigation of bulk foam
89
Details of the method used to implement this model as an integration algorithm within
LS-DYNA are provided in Reyes [110]. The material model requires some general material
parameters input such as the density and Young’s modulus of the foam as well as some
parameters obtained from compression testing. The yield stress is expressed as:
⎟⎟⎟⎟⎟
⎠
⎞
⎜⎜⎜⎜⎜
⎝
⎛
⎟⎟⎠
⎞⎜⎜⎝
⎛−
++= β
εε
αεεγσ
D
DpY
ˆ1
1ˆ2
(Eq 6.5)
where pσ , 2α , γ and β are material parameters from a curve fit of the stress-strain
data from the uniaxial compression. The densification strain Dε is determined from the
density of the foam ( fρ ) and virgin metal material ( 0fρ ).
⎟⎟⎠
⎞⎜⎜⎝
⎛−=
0
lnf
fD ρ
ρε
(Eq 6.6)
The model has been implemented as Mat_Deshpande_Fleck_Foam in LS-DYNA
[109].
6.4.2 CURVE FITTING A typical stress strain curve from the uniaxial compression test was analysed to
produce the material model input parameters. The z-direction orientation was used as this
orientation corresponds to the typical orientation of the foam for flexural loading
applications. The data was fitted to a curve described by Equation 6.5, to find the parameters
of plateau stress (σp), α2, γ, and β. The value of εD was calculated using Equation 6.6.
Figure 6.15 illustrates the experimental stress strain curve and the curve fit used to obtain the
model parameters. The values found for each parameter are given in Table 6.2. The
parameter α was found using Equation 6.4 with an assumption of a plastic coefficient of
contraction of zero as used by Hanssen et al. [71]. The parameter Cfail is the value of the
failure strain of foam and is used to remove failed elements during simulation. This was
determined by the tensile failure strain measured in the uniaxial tensile tests discussed
earlier. A value of 0.02 was chosen as this was the lower limit in the range of observed
failures.
Chapter 6 Investigation of bulk foam
90
Figure 6.15: Deshpande Fleck yield surface curve fit of experimental compression data
Table 6.2: Material input parameters for foam model Mat154
ρf E υp α γ εD α2 β σp CFail
[g/cm3] [GPa] [MPa] [GPa] [MPa]
0.23 1.1 0.0 2.12 1.47 2.4629 0.245 4.00 0.777 0.02
6.4.3 FINITE ELEMENT MODEL A 30mm edged cube of 1000 brick elements was generated using the HyperMesh pre-
processor. Figure 6.16 illustrates the cube mesh geometry for the compression loading. The
default eight-node brick element was used with a one point reduced integration scheme and
the LS-DYNA stiffness based hourglass control. A rigid body was generated with 400 shell
elements to simulate the top plate of the compression rig. The shell elements were given the
material properties of tool steel using the LS-DYNA *MAT_RIGID material model. Each
element was assigned a thickness of 10mm. The shell elements were slightly offset from the
top surface of the cube to prevent initial penetration issues. An automatic surface to surface
contact definition was used between the foam cube brick elements and the rigid shell
elements, utilising a soft constraint-based formulation. This contact formulation is
recommended when the material constants of the surfaces in contact have large differences
in elastic bulk moduli values. The bottom surface nodes of the cube were fully constrained
and a stationary geometric rigid wall was used as a bottom plate.
Chapter 6 Investigation of bulk foam
91
Figure 6.16: Typical cube compression mesh geometry
The load was applied through motion of the top plate shell elements. These elements
were constrained to move only in the z-direction and a prescribed velocity was applied using
the *BOUNDARY_PRESCRIBED_RIGID_MOTION keyword. To replicate the quasi-
static loading experienced during testing, the following velocity field was applied [104]:
( ) ⎥⎦
⎤⎢⎣
⎡⎟⎠⎞
⎜⎝⎛−
−= t
TTd
tv2
cos12
max πππ
(Eq 6.7)
Here, T is the total time of the loading and dmax is the maximum displacement of the
top plate. This velocity field produces an initial acceleration of zero, ensuring that the
loading takes place gradually. For this study, the total loading time T was 100ms and the
maximum displacement was 24mm. This velocity field ensured that quasistatic conditions
were simulated in an explicit finite element formulation.
6.5 COMPRESSION MODELLING RESULTS The behaviour of the finite element model was compared with observations from the
physical uniaxial compression tests. Several aspects were explored such as the general
deformation response, stress-strain curves, and the full-field strain contours. This study was
used to confirm the suitability of the material model input data as retrieved from the
experimental results.
6.5.1 DEFORMATION BEHAVIOUR The deformation of the foam cube model was consistent with the displacement of the
top plate. Figure 6.17 shows the general deformed shape of the cube after the top plate has
Chapter 6 Investigation of bulk foam
92
moved 13mm in the negative z direction. There is very little expansion in the x-y plane as
the cube deforms. This follows the behaviour observed in the experimental testing, and is
associated with the zero plastic coefficient of compression used to generate the α model
parameter. Brick elements in the top two thirds of the cube appear to progressively crush
and reduce in height as the top plate displaces. In contrast elements in the lower third show
very little compression or change in volume.
Figure 6.17: Deformation of foam cube model after 13mm of top plate displacement
The stress-strain response of the model was investigated by looking at the von Mises
stress and strain of individual elements within the cube. Figure 6.18 shows the stress strain
curve from a single element #2567 which was located near the centre of the cube. The
model curve closely follows the experimental data, and continues smoothly past the
maximum strain of the physical testing.
Figure 6.18: von Mises Stress-strain response of single element compared with experimental
data
6.5.2 STRAIN DISTRIBUTION The strain contours produced by the FE model were compared with the strain
distributions measured by the optical full-field strain system during the compression test.
Chapter 6 Investigation of bulk foam
93
Figure 6.19 shows the strain contours for a typical z-orientation sample for progressive
crosshead displacements. The coloured legend shows strains from 0 to 50%. The general
magnitude of the strain in the model corresponds well with the measured experimental strain.
The maximum strain in the model is less than in the experiment as the homogeneous nature
of the model does not generate any high strain concentrations such as those caused by cell
variation in the experiment. Similarly, the distribution of strain is uniform in the model
contours. The region in which the model strain starts to vary is approximately one third from
the bottom of the simulated cube. One of the main regions of high strain magnitude
(deformation bands) in the experimental distributions also occurs at this approximate
position in the cube.
Figure 6.19: Typical z-orientation strain distributions from the experiment and model data
respectively at crosshead displacements of a) and b) 0.76mm, c) and d) 1.76mm, e) and f) 3.4mm and g) and h) 5.75mm
Chapter 6 Investigation of bulk foam
94
6.6 SUMMARY The uniaxial compression and tensile behaviour of Alporas aluminium foam has been
investigated using the optical full-field strain measuring system. The variation in properties
according to orientation relative to the manufacturing process was observed. Deformation
bands were identified as part of the compressive failure mechanism. The compressive stress-
strain response was analysed to produce parameters to fit the curve to the Deshpande-Fleck
constitutive model. These parameters were used as input to a FE material model in LS-
Dyna. The behaviour of a uniaxial compression FE model using this material model was
considered to verify the material input data. This model generally reflected the experimental
behaviour, with the full-field strain contours corresponding well. The correlation between
the experimental and model behaviour supports the validity of the retrieved material data and
suggests it is suitable to use in further modelling studies. The performance of the foam
material model within a sandwich structure under flexural loading is discussed in the next
chapter.
95
Chapter 7 FE MODELLING OF FLEXURAL BEHAVIOUR OF ALUMINIUM FOAM SANDWICH STRUCTURE
This chapter describes a study of a finite element model of the flexural behaviour of
the composite sandwich structure using the finite element analysis code LS-DYNA. Two
core thicknesses, 5 and 20 mm, were investigated. The effect of increasing the skin
thickness was also studied. The aluminium core material model input parameters were
retrieved from the uniaxial compression and tensile testing described in the previous chapter.
The FE results were compared with full field strain results from the previous experimental
work.
7.1 INTRODUCTION Currently, most research activity on aluminium foam sandwich structures has focussed
on the potential for significant impact energy absorption and damage tolerance in structural
applications. However, the main in-service attribute of a sandwich structure is high bending
stiffness with minimal increase in weight due to the low density core. Therefore, the quasi-
static flexural behaviour of a sandwich structure that includes an aluminium foam core must
be fully understood when designing for future applications. In particular, it is important for
FE models to capture this complex flexural behaviour.
The cellular nature of commercially available aluminium foam presents a significant
problem when attempting to predict mechanical behaviour [111]. The properties can depend
on the relative magnitude of the average cell size and the geometry of the specimen. The
bulk material behaviour of aluminium foam has exhibited a distinct size effect [46, 48],
where the compressive and shear strength properties were found to reach a plateau level as
the ratio of specimen size to cell size increased [46]. This is of particular relevance to the
Chapter 7 FE Modelling of Flexural Behaviour
96
use of the foam as thin cores within sandwich structures. Chen and Fleck [94] also found
constraints on the foam core from skin sheets also resulted in a size effect.
One widely used constitutive model for metal foams, the Deshpande-Fleck model, has
been implemented as a material model within a number of FE packages and has been used in
a range of modelling studies [58, 86, 112]. While various studies using this material model
have investigated impact energy absorption behaviour in blast loading or compressive
crushing in foam filled energy absorbers, there has been a small amount of work done on
flexural behaviour. These studies have focussed on metal skinned sandwich structures [47,
85]. One such study reported the flexural load response was underestimated and was
dependent on the size of the testing geometry used to measure the input parameters [54]. A
study by McKown and Mines [113] used an alternative foam material model to investigate
the simulation of a sandwich structure with Alporas foam and composite skins; however the
study required the development of a specific Arcan test fixture for retrieving the foam
material model input data. Further investigation is required into the applicability of the
implementation of the Deshpande-Fleck model within a FE package to predict the flexural
behaviour of aluminium foam sandwich structures with composite skins. In particular, it is
important to understand the presence and consequence of a size effect in effectively
modelling the behaviour of the sandwich structure under in-service conditions.
The FE model of the current study utilises an existing LS-DYNA material model
[104] developed for aluminium foam energy absorbers and based on the Deshpande-Fleck
constitutive model [81]. Although this study is limited to quasi-static behaviour, the possible
applications of this material system are likely to involve dynamic loading, making the use of
the explicit FE code LS-DYNA appropriate. The results are compared with load-
displacement behaviour, failure modes and full-field strain contours obtained from the
previous experimental study of flexural behaviour of the same sandwich structures discussed
in Chapter 5 and published [114]. This strain data is particularly useful for FE model
validation.
7.2 FINITE ELEMENT MODEL The results from the finite element model were obtained using an SGI Altix UNIX
platform at the Australian Partnership for Advanced Computing, National Facility. The
sandwich beam was modelled using brick and shell elements for the core and skins
respectively. Figure 7.1 shows a typical mesh for the 20mm core structure. The 4-point
Chapter 7 FE Modelling of Flexural Behaviour
97
bending loading conditions were replicated using four rollers of rigid shell elements with the
material properties of tool steel. The sandwich beam was modelled with symmetry
conditions along the width to reduce the computational time. The FE pre-processing package
Hyperworks, from Altair, was used to develop the mesh and input deck for LS-DYNA.
Figure 7.1: Typical mesh geometry for sandwich structure FE model
7.2.1 MATERIAL MODELS The material parameters for the aluminium foam were obtained by performing
compressive tests on cubes of Alporas foam as discussed in Chapter 6. The values used in
this study were taken from the z-orientation samples. A range of sample responses were
observed during the compression testing due to small inconsistencies in the foam cellular
structure and variations in the samples. The results presented here use values from the upper
range of observed sample properties as these provided the best match for the finite element
results. Use of the upper range also minimised the influence of any weakening of the cube
samples due to cutting damage during preparation. Figure 7.2 illustrates the experimental
stress strain curve and the curve fit used to obtain the material model parameters of plateau
stress (σp), α2, γ, and β. The values used for the different parameters are given in Table 7.1.
The damage progression in the composite skin was modelled using the composite
material model Mat22 provided by LS-DYNA [109]. This is a model for orthotropic
composites and can model matrix cracking, compressive failure and final failure due to fibre
breakage. The mechanical properties for the composite skin were obtained from
manufacturer’s data sheets for Twintex®. The material model parameters are shown in
Table 7.2. Here, S1, S2 and S12 are the longitudinal tensile strength, transverse tensile
Chapter 7 FE Modelling of Flexural Behaviour
98
strength and shear strength respectively, while C2 is the transverse compressive strength of
the composite material.
Figure 7.2: Deshpande Fleck yield surface curve fit of experimental compression data used for
flexural modelling
Table 7.1: Aluminium foam material model input parameters using sample Z1
ρf E υp α γ εD α2 β σp CFail [g/cm3] [GPa] [MPa] [GPa] [MPa]
0.23 1.1 0.0 2.12 3.12 2.4629 0.368 4.47 1.35 0.02
Table 7.2: Composite material model input parameters
ρ Ea, Eb Ec υba υca υcb Gab Gbc, KFail S12 S1, S2 C2
[g/cm3] [GPa] [GPa] [GPa] [GPa] [GPa] [GPa] [GPa] [GPa] 1.5 15.0 8.0 0.0 0.12 0.1 0.0 1.6 40.0 0.018 0.27 0.15
7.2.2 ELEMENT AND CONTACT DEFINITIONS The default eight-node brick element was used for the core with a one point reduced
integration scheme and the LS-DYNA stiffness based hourglass control. Skin layers were
modelled with shell elements using the Belytschko-Tsay formulation. The interface between
the core and skin materials was replicated using a tied contact type with an offset. This
contact definition used a soft constraint-based formulation. This contact formulation is
recommended when the material constants of the surfaces in contact have large differences
Chapter 7 FE Modelling of Flexural Behaviour
99
in elastic bulk moduli values. No failure criterion for the interface was implemented, to
replicate the lack of any delamination observed experimentally.
7.2.3 LOAD APPLICATION The load was applied through constrained motion of the top load rollers. The bottom
rollers were constrained in all degrees of freedom to make them stationary. A prescribed
velocity in the z direction was applied to the load rollers to simulate the experimental
conditions. To replicate the quasi-static loading experienced during testing, a velocity field
similar to that described in Chapter 6 was applied (see Equation 6.7)[104]. For this study,
the total time of loading was 750ms and the maximum displacement of the load rollers was
30mm. This velocity field produces an initial acceleration of zero, ensuring that the loading
takes place gradually. This replicates quasistatic conditions while using an explicit finite
element formulation.
7.3 RESULTS AND DISCUSSION The deformation and failure of sandwich structure models having 20 mm and 5 mm
aluminium foam cores was compared with the observed experimental behaviour [114], using
both load-displacement curves and full-field strain distributions. Load-displacement curves
were generated using the measured load roller displacement and the contact definition
reaction force between the load rollers and the top skin elements. The load-displacement
response of the models is useful in examining the flexural and energy absorbing behaviour,
while investigations of the full-field strain distributions may help to develop failure theory
useful in designing for future applications.
7.3.1 DEFORMATION BEHAVIOUR OF 20MM CORE STRUCTURE The general deformation shape and failure mechanisms of the 20mm core model
compared closely with that observed in the physical testing. Figure 7.3 shows a comparison
of the final deformed shapes after approximately 25mm of crosshead displacement. The pre-
dominant deformation mechanisms observed in the tested sample were core crushing and
indentation damage under the loading rollers. There was some minor skin failure in the form
of slight fracture and wrinkling. A similar deformation shape was produced by the FE
model. Core crushing was observed under the top rollers with little distortion of core
elements elsewhere in the beam. There was some minor deformation of the skin elements
following the core indentation but no significant skin wrinkling was observed.
Chapter 7 FE Modelling of Flexural Behaviour
100
Figure 7.3: Typical deformation in the 20mm core structure; a) FE model and b) observation
from experimental work
Figure 7.4 depicts the load displacement curves recorded during the physical testing
and as produced by the numerical model. The general shape of the model curve matches the
experiment with an initial linear elastic region followed by a decrease in slope up to a first
peak load point. In the curve from the physical testing, this peak load point is followed by a
plateau region. In this region the load level is reasonably constant with some small variation
towards the end of the test. This curve agrees with the deformation mechanisms observed;
the initial peak corresponds to the first significant failure of foam cells followed by the
progressive crushing and densification of the core. The fluctuation in the load magnitude
may relate to the inconsistency in the cells; for example, as larger or weaker cells fail the
load will drop considerably. The second part of the model curve also shows some small
fluctuations throughout a semi-plateau region. The complete profile of the model curve
matches well with the experimental curve.
Chapter 7 FE Modelling of Flexural Behaviour
101
Figure 7.4: Comparison of the load-displacement curve from FE model with the curve from
experimental work for the 20mm core structure
While the general shape of the curve produced by the model is in agreement with the
experiment, there is a difference in the magnitude of the load. The peak load predicted by
the model is 0.8kN compared to the experimental value of 1.2kN. This deformation
behaviour has not been reported in other studies where the major emphasis of the work is on
bulk compressive behaviour [58, 115].
There are two likely reasons for the underestimation of the load by the model. The
first is related to the size effect in the core material. Previous studies of metal foams have
found a number of potentially significant size effects on material properties, with respect to
the ratio of cell size to specimen size. In particular, Chen et al. [47] reported that shear
response is sensitive to the thickness of the specimen, with a stronger response displayed by
specimens of smaller thickness. Similar results have been discussed by Kesler et al. [111] as
very important in considering sandwich panel design. The core thickness used in this
investigation is less than the sample size used to generate the input parameters for the
material model, and as such, a size effect may be involved. As discussed by Chen et al. [94]
in an investigation of constrained deformation, the material model appears to be unable to
predict the sample size effect on the strength. The inclusion of this effect is essential in
developing an accurate model for sandwich structure applications. A second factor that may
be contributing to the lower load prediction by the model is related to the Saint-Venant’s
principle. The experimental flexural testing can be influenced by the concentrated loads of
the rollers on the sample. These point loading conditions can lead to elevated stress values
in the region around the points of loading or support, and thus can result in an amplified
recorded load magnitude. In contrast, the compression testing for deriving the model input
Chapter 7 FE Modelling of Flexural Behaviour
102
parameters, involves a relatively uniform stress distribution. It is suggested the combination
of these issues of size effect and stress concentrations from point loads may have caused the
difference in load magnitudes between the simulation and experimental results.
The effect of some of the material model parameters was investigated in an attempt to
match the experimental results more closely. The magnitude of the parameters used to
describe the Deshpande-Fleck yield surface was increased and the resulting load
displacement curves are illustrated in Figure 7.5. The parameters of plateau stress (σp), γ and
α2 were increased by factors of 1.5 and 2 for two repeat tests. The magnitude of the load
displacement curve increases accordingly, with the experimental curve most closely matched
by the model with parameters increased by a factor of 1.5. The effectiveness of simply
increasing these parameters supports the suggestion that the initial model underestimation of
peak loads is, at least partially, related to the size effect.
Figure 7.5: Comparison of the load-displacement curves after modifying material parameters (plateau stress (σp), γ and α2 magnitude) for the 20 mm thick aluminium foam core in the FE
model
The effect of parameters in the skin material model was also investigated. The
compressive, tensile and shear strength parameters were varied around the initial value
without any significant effect on the behaviour of the model. Similarly the shear modulus
parameter was found to have minimal effect on the model. The parameters relating to the
longitudinal modulus were found to have the most effect on the magnitude of the curve.
Figure 7.6 illustrates load displacement curves from models with Young’s modulus values
having a very low value (5 GPa) or higher values (20 GPa) compared to manufacturer’s
reported values of 15 GPa. As expected, these changes affect the initial slope of the curve
Chapter 7 FE Modelling of Flexural Behaviour
103
and have only minimal effect on the overall magnitude of the curve. The minimal effect of
varying the skin model properties suggests that the foam core material model dominates the
overall behaviour of the sandwich structure for this particular geometry.
Figure 7.6: Load-displacement curves for the 20mm core structure after modifying Young’s
modulus for the composite skin in the FE model
7.3.2 STRAIN DISTRIBUTION OF 20MM CORE STRUCTURE A full-field strain distribution of the region of the sandwich structure between the load
rollers was recording throughout the flexural testing. Figure 7.7 provides a comparison of
von Mises strain contours between simulation and experiment at a crosshead displacement of
2.7mm. This value of crosshead displacement corresponds to the initial peak load. The
experimental results exhibit isolated regions of slightly higher strain dispersed throughout
the sample, which can be associated with the cellular structure of the core. In the regions
beneath the load rollers, small, more concentrated regions of high strain have appeared. On
the right side there is a significant region of high strain in the centre of the thickness beneath
the load roller. This is likely to be the site of a weak cell where initial crushing is beginning.
The simulation results illustrate regions of increased strain directly under the load rollers.
This region is also where the first cell failure and crushing was observed in the experiment.
The remainder of the beam displays uniform regions of strain level unlike the dispersed
higher strain regions seen in the experiment. This is a result of the use of the continuum
material modelling method which does not include any variation in properties between
elements. More importantly, the magnitude of the strain levels agrees well with the
experimental strain values for most parts of the structure.
Chapter 7 FE Modelling of Flexural Behaviour
104
Figure 7.8 provides a comparison of von Mises strain contours between simulation
and experiment at a crosshead displacement of 10mm. The simulation and experimental
results indicate that the regions under the load rollers have concentrated high strain values.
These regions correspond to the observed regions of core crushing. The maximum strain
value in the model at this crosshead displacement was 0.436 which compares well with the
maximum strain value of 0.47 observed in the experiment. The correlation of overall strain
distribution between experimental and simulation results is very good. This study is the first
of its kind to validate the constitutive model for composite sandwich foam structures through
experimental observation of the structures experiencing non uniform strain fields.
Figure 7.7: Typical strain distribution at peak load (~2.7mm displacement) for the 20mm core
structure; a) FE model and b) real-time experimental measurement
Figure 7.8: Typical strain distribution at 10mm displacement for the 20mm core structure ; a)
FE model and b) real-time experimental measurement
7.3.2.1 STRAIN SECTION LINE PLOTS FOR 20MM CORE STRUCTURE The distribution of strain in the FE model was further examined by producing section
strain line plots similar to those generated from the experimental data in Chapter 5. Three
sections were taken through the model full-field strain image, showing the strain magnitude
along the length of the model. For comparison with the experimental data, the line plots are
restricted to the region between the load rollers as was captured by the optical strain
Chapter 7 FE Modelling of Flexural Behaviour
105
measurement system. The three sections were taken along near the top, centre and bottom
regions of the strain distribution as shown in Figure 7.9. Figure 7.10 shows the section strain
line plots from the 20mm core model at load roller displacements of 2.7 and 10mm. To
enable direct comparison with the experiment results, the colour of each curve matches the
colour of the corresponding section curve in the line plots presented in Section 5.2.4.2 of
Chapter 5. For the model line plots, the strain magnitude of the top section is dominant in
both curves, corresponding to the core compression failure mode. This compression
deformation has extended further into the core at the later displacement with the centre and
bottom section curves also showing increased magnitude at each end of the plot. There is
very little strain in the central region of the plots. The general shape of the curves agrees
well with the experimental section strain plots; however the magnitude of the model curves
is lower. The maximum strain at the peak load is 60% (top section) for the model while the
experiment data shows maximum strains of 80-120% (sections 1 and 2) as illustrated
previously in Figure 5.9(b). The localised large deformation and inhomogeneous aspects of
the experimental measurement is likely to have caused the variation.
Figure 7.9: Schematic showing the position of sections taken through the model strain contour
for strain line plots
Figure 7.10: Section von Mises strain line plot for 20mm 1ply model at crosshead displacements
of a) peak load 2.7mm and b) 10mm
Chapter 7 FE Modelling of Flexural Behaviour
106
7.3.3 DEFORMATION BEHAVIOUR OF 5MM CORE STRUCTURE The effect of reducing the core thickness on the model performance was investigated
using a 5mm core sample. Figure 7.11 provides a comparison between simulation and
experiment on the failure behaviour of this reduced core thickness. The main failure
observed for this structure was skin wrinkling and fibre fracture with minor core cracking.
There was no apparent crushing within the core structure. Instead, the structure exhibits
plastic hinge type deformation behaviour beneath each load roller. The simulation results for
the overall deformation behaviour matches experimental results. The simulation results also
exhibit some minor compression of the core directly beneath the load rollers, and some
element rotation at each beam hinge.
Figure 7.11: Deformation shape for the 5mm core structure; a) FE model and b) observation
from experimental work
Figure 7.12 illustrates a typical load-displacement curve for this structure. The curve
recorded from the experiment shows initial linear elastic behaviour followed by a decrease in
slope up to a maximum load magnitude. This is followed by a sharp drop in load before
reaching a plateau. This progression agrees with the deformation mechanisms observed of
skin wrinkling and fibre fracture. The curve produced by the simulation follows the general
shape of the experimental curve closely though there are some differences in the load
magnitude. The initial stiffness response of the structure has been overestimated by the
model. In contrast, the peak load produced by the model is significantly lower than
experimentally measured value. In this thinner core structure where the deformation appears
to be dominated by skin failure mechanisms, the initial slope of the curve is highly
dependent on the skin properties. An overestimated skin thickness is a possible cause for the
Chapter 7 FE Modelling of Flexural Behaviour
107
model’s high initial stiffness. This model used the manufacturer’s nominal thickness for a
single ply of consolidated Twintex. This nominal thickness may be greater than the effective
thickness achieved by the metal foam sandwich manufacturing process used in this study,
causing the overestimated stiffness. The underestimated load magnitude was also observed
in the sandwich structure with 20mm core and can be attributed to a combination of a core
size effect and a Saint-Venant’s principle effect. The core size effect in constrained
deformation as observed by Chen et al. [94] is likely to be highly significant to this thin core
geometry. The load-displacement response of the model can be increased to match the
experiment data by increasing the core input parameters by a factor of 2. This is higher than
the factor of 1.5 used with the 20mm core, indicating the importance of size effect in
developing constitutive models for the foam material.
Figure 7.12: Load-displacement curves for the 5mm core structure; from the experimental
work, the initial FE model, and after modifying material parameters (plateau stress (σp), γ and α2 magnitude) for the aluminium foam core in the FE model
7.3.4 STRAIN DISTRIBUTION OF 5MM CORE STRUCTURE Figure 7.13 provides a comparison of von Mises strain contours between simulation
and experiment at a crosshead displacement of 10mm. There are regions of higher strain
beneath the load rollers corresponding to the regions where skin failure, core cracking and
plastic hinging were visually observed. The model contour displays a region of increased
strain in the central area at the bottom of the beam. This region of the beam is under tension.
The experimental measurement did not capture a similar region of high strain in this area.
The model interface definition between the skin and core may have transferred a greater
Chapter 7 FE Modelling of Flexural Behaviour
108
proportion of this tensile loading to the model core than was transferred to the core in the
experiment. While generally there is good agreement between simulation and experiment,
the model was not as successful at predicting the strain distribution for this reduced core
thickness.
Figure 7.13: Typical strain distribution at 10mm displacement for the 5mm core structure; a)
FE model and b) real-time experimental measurement
7.3.4.1 STRAIN SECTION LINE PLOTS FOR 5MM CORE STRUCTURE The presence of tensile strain in the model strain contour is clearly displayed in the
strain section line plots. An early strain section line plot is shown in Figure 7.14 at a
displacement of 1.5mm. This plot shows peaks at each end corresponding to the region
below the load rollers. The central region of the plot shows that at this displacement the
centre section has the lowest strain magnitude corresponding to the neutral axis of the beam.
The top and bottom sections have greater strain of similar magnitudes in this central region
which matches the compression and tension strain distribution expected in the case of pure
bending. This behaviour was not observed at the same 1.5mm displacement in the 20mm
core model where the localised loading from the rollers was more dominant in the strain
distribution. Figure 7.15 shows the section line plots for load roller displacements of 8mm
(at peak load) and at 10mm. The greatest strain magnitude is in the top section in the regions
under the load rollers while the other sections also have strain peaks in these regions. The
magnitude of these regions does not change significantly as the displacement increases. The
behaviour in the central region of the plots is quite different. The region in the centre of the
x-position shows greatest strain in the bottom section. This area is under tensile load during
the flexural test. As the displacement increases, the strain magnitude increases and extends
further into the beam with both the centre and top sections displaying increased strain. The
section line plots from the experimental data do not show this central increased strain (see
Figure 5.7), instead being dominated by localised deformation peaks and compression under
the load rollers.
Chapter 7 FE Modelling of Flexural Behaviour
109
Figure 7.14: Section von Mises strain line plot for 5mm 1ply model at crosshead displacements
of 1.5mm
Figure 7.15: Section von Mises strain line plot for 5mm 1ply model at crosshead displacements
of a) peak load 8mm and b) 10mm
Overall, this study has illustrated that an existing constitutive material model for
aluminium foam can be effectively utilised to model the behaviour of a complex sandwich
structure with two different core thicknesses under flexural loading. The model
underestimated the peak load magnitude for both thicknesses. However, the general
deformation behaviour and load-displacement curve shapes were well matched. The
discrepancy between the load magnitudes and its possible relationship to a core size effect
needs to be further investigated. The von Mises strain distributions produced by the model
were generally in good agreement with those recorded from the experiments, though the
experimental measurements included strain concentrations and localised deformation from
the inhomogeneous structure which was not included in the model. Future investigations are
needed to further examine the behaviour of the model across a greater range of core
thicknesses to further explore the variation in behaviour. The effect of the skin thickness is
Chapter 7 FE Modelling of Flexural Behaviour
110
also of interest, and the ability of the model to represent an increased skin thickness is
considered in the next section.
7.3.5 DEFORMATION BEHAVIOUR OF 20MM CORE STRUCTURE WITH 4PLY SKIN
The model was varied to investigate the effect of an increased skin thickness. In the
experimental observations, the increased ply samples displayed significantly different
deformation compared to the single ply samples. In particular considerable core cracking
occurred. The FE model was modified to increase the thickness of the shell elements to
represent the 4 ply skin. The initial model used the same material input parameters as listed
in Table 7.1 however there were instabilities in the FE computation. Error terminations
occurred as a result of out of range velocities. These instabilities occurred following the
erosion of elements as part of the CFail foam material model parameter. The value of CFail
was varied and found to have little effect on the model behaviour, apart from the
displacement at which elements were first eroded. For this section, a large value (0.2) was
used for CFail to minimise the related instabilities. This was necessary as investigations into
a more detailed solution were outside the scope of this study.
The general deformation shape of the 20mm core 4ply structure as predicted by the
model is compared with the experiment behaviour in Figure 7.16. The model shows a
similar degree of core indentation below the load rollers to that displayed by the experiment.
There is some bending at the support rollers although not as much the plastic hinges formed
in the experiment. This may be in part due to the lack of element failure present in the
model. The experiment showed significant core shear cracking which was not represented in
the model. The large element failure parameter may have increased the rigidity of the beam
compared to the experiment in the later stages of the flexural test.
Chapter 7 FE Modelling of Flexural Behaviour
111
Figure 7.16: Typical deformation in the 20mm 4ply core structure; a) FE model and b)
observation from experimental work
The load-displacement response of the 4ply model compared with the experimental
curve is shown in Figure 7.17. Both curves show initial elastic behaviour however the model
significantly underestimates the peak load. This is similar to the magnitude differences
observed in the 20mm core single ply model and experiment; however the 4ply model
displays a greater discrepancy. This may be due to an underestimation of skin thickness in
addition to the previously discussed thickness effect. Following the peak load, the
experiment curve shows a gradual drop in load to a plateau corresponding to the initiation,
growth and arrest of the significant shear core cracks. The model does not predict this shape,
probably as a result of the effective absence of solid element failure from the large CFail
value. Instead the model curve displays a gradual increase in load, perhaps corresponding to
core crushing and densification.
Figure 7.17: Comparison of the load-displacement curve from FE model with the curve from
experimental work for the 20mm core 4ply structure
Chapter 7 FE Modelling of Flexural Behaviour
112
7.3.6 STRAIN DISTRIBUTION OF 20MM CORE STRUCTURE WITH 4PLY SKIN
A comparison of the strain distributions for the 20mm core 4ply structure is shown in
Figure 7.18 at a load roller displacement of 10mm. The model strain contour shows regions
of high strain below the load rollers which extend through the thickness of the beam with
decreasing magnitude. The remainder of the distribution shows uniform low strain. This
corresponds well with the experimental strain distribution which also shows regions of high
strain beneath the load rollers. There is less uniformity in the experimental contour due to
localised deformations and inhomogeneity which is not captured by the model. The
experiment contour does not show the gradual decrease in strain magnitude toward the
bottom of the beam. This variation in the model may be caused by the model displaying
more indentation from the load rollers than occurs in the experiment measurement. This
might be caused by an underestimation of the skin thickness, as well as the lack of element
failure. Without element failure, there is no weakening from shear failure in the region
between the support and load rollers which was observed experimentally, perhaps
concentrating more strain at the point of load application.
Figure 7.18: Typical strain distribution at 10mm displacement for the 20mm core 4ply structure
centred on the load rollers; a) FE model and b) real-time experimental measurement
This region between the support and load rollers was captured by the optical strain
measurement system on a second sample. Figure 7.19 shows a comparison between the
model and experiment strain distribution for the region at a displacement of 10mm. The
experimental distribution shows concentrated high strain across the length of the image,
corresponding to the visually observed cracking of the core. The model distribution also
shows a region of higher strain in a similar area; however it is not as concentrated as in the
experimental distribution. The model also shows maximum strain directly below the load
roller where there was indentation, which is not apparent in the experimental results. Again
these differences are likely due to the lack of element erosion and hence lack of “cracking”
in the model failure behaviour.
Chapter 7 FE Modelling of Flexural Behaviour
113
Figure 7.19: Typical strain distribution at 10mm displacement for the 20mm core 4ply structure
centred on the shear crack; a) FE model and b) real-time experimental measurement
7.3.6.1 STRAIN SECTION LINE PLOTS FOR 20MM CORE STRUCTURE WITH 4PLY SKIN The presence of concentrated strain under the load rollers is further demonstrated in
strain section line plots. Figure 7.20 shows the strain section line plots generated for the
region between the load rollers at the peak load (4.5mm displacement) and at a displacement
of 10mm. The top section shows the greatest magnitude with peaks around 6 and 60mm of
x-position. The centre and bottom sections have far smaller peaks in these regions compared
to the top section, with similar magnitudes. The top section peaks are at least four times the
magnitude of the other sections at 10mm displacement, showing the domination of
indentation and crushing in this region of the model strain distribution. The top two sections
of the experiment strain section line plots (Sections 0 and 1) show similar dominant peaks at
10mm displacement (see Figure 5.17b). The strain magnitude is greater in the experimental
curves and there is greater variation due to localised deformation.
Figure 7.20: Section plot for 20mm 4ply model central region at crosshead displacements of a)
around peak load 4.5mm and b) 10mm
Chapter 7 FE Modelling of Flexural Behaviour
114
Strain section line plots were also taken for the region outside the load roller as shown
in Figure 7.21. Figure 7.22 shows the strain section line plots for the area between the left
support and load roller for two displacements. At the peak load displacement the three
sections have similar strain magnitudes through the central x-position region. The top
section shows a small peak at an x-position of 56mm which appears to correspond to the
strain concentration from indentation under the load roller. The bottom section also shows a
small peak at the left end which corresponds to the region above the support roller. These
general trends continue in the later displacement plot; however the top section peak has
significantly increased. This contrasts with the curves displayed in the experimental strain
section line plots where the centre sections show the greatest strain magnitude and the top
section is considerably lower in magnitude (see Figure 5.19). There is also no obvious peak
corresponding to the region directly beneath the load roller.
Figure 7.21: Schematic showing the position of sections taken through the model strain contour
for strain line plots centred on the shear crack
Figure 7.22: Section plot for 20mm 4ply model crack region at crosshead displacements of a) around peak load 4.5mm and b) 10mm
Chapter 7 FE Modelling of Flexural Behaviour
115
The performance of the FE model in predicting the change in behaviour associated
with an increase in skin thickness has been considered using full-field strain measurements
from physical testing. The model captured the overall deformation behaviour although the
element failure criterion (CFail) used was not accurate. On closer inspection the model
predicted more indentation deformation than was observed in the experiment, and did not
show the significant strain concentrations associated with the shear crack failure. It is likely
the performance would be improved with a more physically realistic element erosion
algorithm; however this is outside the scope of this project. This study highlights the
importance of this criterion in capturing the wide range of deformation behaviours observed
across a range of sandwich structure geometries.
7.4 SUMMARY A finite element model of the aluminium foam composite sandwich structure
undergoing 4-point flexural testing was produced using an existing foam material model
based on the Deshpande-Fleck yield surface. The material model parameters were
determined using simple uniaxial compression and tensile testing. The ability of the model
to replicate the behaviour of structures for two different core thicknesses was investigated.
The performance of the model was evaluated using full-field strain data from experimental
observations. Several core and skin thicknesses were considered.
The damage progression and deformation of each of the single ply skin models
generally reflected the physical testing results although the load-displacement response was
underestimated. This underestimation can be attributed to the non-inclusion of the size
effect in the constitutive material model. The strain predicted by the FE model also agreed
reasonably well with the distribution and magnitude of strain obtained experimentally. A
simple modification of the FE model input parameters for the foam core subsequently
produced good agreement between the model and experimental load response. The model
with the increased skin thickness captured the overall deformation shape reasonably well.
However the shear crack deformation was not depicted as a result of difficulties with the
element failure criterion. This was further elucidated in the strain distributions when
compared with the experimental data.
The use of experimental full-field strain distributions was valuable in providing an
alternative method of validating the deformation performance of the models. Comparisons
of the strain contours in combination with the load-displacement response demonstrated the
Chapter 7 FE Modelling of Flexural Behaviour
116
FE model was able to accurately capture some aspects of deformation, while also elucidating
some deficiencies. The complex composite structure displayed a wide range of failure
mechanisms across the investigated geometries. Development of the model is necessary to
more fully encapsulate this variation in behaviour, particularly an inclusion of the size effect.
Further investigations and improvements are required to advance the model to produce a
more useful FE design tool.
117
Chapter 8 PARAMETRIC STUDY OF ALUMINIUM FOAM MATERIAL MODEL
The implementation of the Deshpande-Fleck constitutive model as a material model in
LS-Dyna requires the definition of several input parameters, as discussed in Chapter 6. The
study in Chapter 7 found a simple increase in the magnitude of the foam material parameters
increased the load-displacement response of the flexural model to more closely match the
experimentally observed behaviour. This method used an across-the-board increase in
magnitude for all of the material curve parameters (including σp, γ, and α2,) and has initially
appeared effective as a possible approach to take account of the size effect. To further
develop this approach, it would be useful to understand in more detail the effects of each of
the individual material parameters on the flexural behaviour of the composite sandwich
structure. This, in combination with a better understanding of the magnitude of the size
effect can enable the development of a simple magnification factor procedure to allow more
accurate FE flexural simulations to be performed with the Deshpande-Fleck model. This
chapter describes a study of individual foam material model parameters and their effect on
the flexural behaviour of the sandwich structure.
8.1 DESIGN OF EXPERIMENT STUDY The influence of the individual material input parameters for the LS-Dyna Deshpande-
Fleck foam model was investigated using a fractional factorial experiment. This approach is
used to reduce the number of experiments conducted, instead of a full factorial experiment
which involves investigating all the combinations of all the factor levels. The treatment
combinations used in the fractional factorial method are chosen to provide sufficient
information to determine the factor effects using the analysis of means (ANOM). The
experimental set of treatments was defined using a modified Taguchi L16-5 array [116].
Chapter 8 Parametric Study
118
This array uses five factors over four levels for a total of 16 runs. Table 8.1 shows the
orthogonal array used. This factorial analysis enables the use of defined metrics to study the
main effects of each of the experimental factors. A more detailed understanding of the
effects of each of the material input parameters on the behaviour of the FE model under
flexural loading conditions may help elucidate approaches to improve the modelling
predictions. In particular, it may help to devise simple modifications that would improve
predictions in various geometries and minimise any errors due to unmodelled size effect
consequences.
Table 8.1: L16 Array
Run Factor 1 Factor 2 Factor 3 Factor 4 Factor 5 1 1 1 1 1 1 2 1 2 2 2 2 3 1 3 3 3 3 4 1 4 4 4 4 5 2 1 2 3 4 6 2 2 1 4 3 7 2 3 4 1 2 8 2 4 3 2 1 9 3 1 3 4 2
10 3 2 4 3 1 11 3 3 1 2 4 12 3 4 2 1 3 13 4 1 4 2 3 14 4 2 3 1 4 15 4 3 2 4 1 16 4 4 1 3 2
8.1.1 FACTORS The material input parameters determined from curve fitting the uniaxial compressive
stress strain data to the Deshpande-Fleck constitutive model were used as the factors in this
study. The five factors chosen were σP ,εD, α2, γ and β which are variables in the yield stress
model (see Equation 6.5, repeated here for clarity).
Chapter 8 Parametric Study
119
⎟⎟⎟⎟⎟
⎠
⎞
⎜⎜⎜⎜⎜
⎝
⎛
⎟⎟⎠
⎞⎜⎜⎝
⎛−
++= β
εε
αεεγσ
D
DpY
ˆ1
1ˆ2 (Eq 6.5)
Each factor affects the strain-hardening yield function with the plateau stress (σP)
primarily determining the y-intercept. The densification strain (εD) sets the strain at which
the curve has rapidly increased and has reached a maximum slope. The parameters of α2, γ
and β are curve shape variables that determine the curvature of the yield surface between the
plateau stress at zero strain and the densification strain at maximum stress. Figure 8.1 shows
the effects of α2 and β on the curve shape as described by Reyes et al. [104]. The purpose of
this study was to investigate the effects of these parameters on the way the model behaves
under the complex flexural loading situation.
Figure 8.1: Effect of parameters on strain-hardening curve [104]
All other factors were kept constant to analyse the effects of the five factors
considered here. The study used the 20mm core single ply skin model, as described in the
previous chapter. In particular, foam material parameters of ρf, E, υp, and α remained
constant for all of the 16 runs. A value of 0.2 was used for CFail to minimise the occurrence
of any instabilities from element erosion. Constraints and loading conditions were as used
previously.
Chapter 8 Parametric Study
120
8.1.2 LEVELS The factorial experiment used 4 different levels for each factor. These were chosen
based on the values determined from the initial curve fitting analysis. The spread of levels
was chosen to represent values below and above the initial values, with two levels in the
upper range. This reflected the previous brief investigations in Chapter 7 where it was found
that increasing the magnitude of the material parameters increased the force-displacement
response to more closely match the experimental results. Table 8.2 shows the four levels of
the five factors used in the parametric study. Level 2 values were those previously
determined from the compressive testing curve fit.
Table 8.2: Factor levels
Factor Level 1 Level 2 Level 3 Level 4 1 σP (GPa) 0.001 0.00135 0.0015 0.002 2 α2 (GPa) 0.3 0.368 0.43 0.5 3 γ (GPa) 0.002 0.00312 0.004 0.005 4 β - 4 4.47 4.75 5 5 εD - 2.2 2.4629 2.75 3.0
8.1.3 QUALITY MEASURES To investigate the effect of the study factors, a number of quality measures were
chosen. The load-displacement response for each run was examined and an analysis of
means (ANOM) was conducted on two metrics. This allowed the generation of factor level
effect plots for the peak load and the displacement at the peak load. The effective plastic
strain contours were also investigated. Further detail was obtained from analysis of means
studies on data from strain section line plots. In particular, the strain behaviour of the centre
section was studied, focussing on the region below the load roller. Factor level effect plots
were produced for the strain at the peak load, and at a displacement of 10mm.
The load-displacement response was chosen as a quality measure as it provides a good
overview of the progressive flexural behaviour and energy absorption characteristics which
are important in designing for in-service applications. The effective plastic strain was also
investigated as the strain behaviour is important in understanding the different deformation
mechanisms and in defining failure criterion for the model.
Chapter 8 Parametric Study
121
8.1.3.1 ANALYSIS OF MEANS Analysis of Means (ANOM) is a statistical method used to compare the effects of the
factors on the chosen quality measures. The method uses group means for each level of each
factor to elucidate the relationship between the factor and the quality measure. The group
means are calculated as follows.
For each level of each factor, a group mean is calculated using the quality measure
values for each run that used the factor at that level (see Table 8.1). For example, for the
plateau stress factor, the group mean for level 1 is the average of the response from runs 1, 2,
3, and 4 as shown in Equation 8.2. Similarly, the group mean for the εD factor at level 4 uses
the response from runs 4, 5, 11, and 14 (see Equation 8.3). These group means are presented
as factor level effect graphs plotting the group means against the factor levels. This method
was repeated for each of the quality measures investigated.
( )4
4321)1(1
yyyyy levelFactor
+++= (Eq 8.2)
( )4
141154)4(4
yyyyy levelFactor
+++= (Eq 8.3)
where y is the group mean and yi is the quality measure response from Run i.
8.2 FACTOR EFFECTS The influence of each of the material model input parameters was investigated using
both qualitative and quantitative methods including an analysis of means on several quality
measures. These are presented in the following sections.
8.2.1 LOAD DISPLACEMENT BEHAVIOUR The load-displacement response for each of the 16 runs was recorded. Figure 8.2
shows each curve as well as a typical curve recorded during the experimental testing.
General observations of these load curves can reveal some of the effects of the material
model factors, particularly the influence of the plateau stress factor as this factor increases
consistently with every 4 runs. All curves display a similar shape with an initial elastic
region before slowing to a peak load. The behaviour following the peak load is more varied
across the 16 runs with earlier runs appearing to have a large second peak. The later runs
have an increased peak load magnitude which corresponds to the increase in plateau stress.
Chapter 8 Parametric Study
122
The displacement at which peak load occurs also appears to increase with increasing plateau
stress. The slope of all of the curves reduces after the initial elastic region before reaching
the first peak load. This differs from the experimentally observed behaviour. Further factor
effects cannot be easily determined from this figure and additional analysis was conducted.
Figure 8.2: Load-displacement curves from each run of the L16 array
The peak load magnitude for each of the 16 runs was used to perform an analysis of
means to produce factor effects. This method calculates an average of the peak load from
each run that uses the factor at a particular level. These averages are used to plot the trends
in the peak load as the individual factor levels increase. Figure 8.3 shows the factor level
effects on the peak load for each of the five factors. As observed from the load-displacement
curves in Figure 8.2, there is a clear trend as the plateau stress levels increase. This appears
to be a linear relationship between the peak load and the plateau stress. The plot also
displays the total average peak load of the 16 runs as well as the average peak load recorded
from the experimental testing. It is likely that the plateau stress is the dominant parameter
Chapter 8 Parametric Study
123
that caused the increased response discussed in Chapter 7 where after the magnitude of each
factor was doubled the match with the experiment data was greatly improved.
The effect of the plateau stress is much greater than the effect of the other four factors.
Figure 8.3(b) shows the level effect plot for the α2 parameter. This factor appears to have
very little effect on the peak load remaining relatively constant across the four levels. There
is slightly more variation in the peak load when the γ factor averages are considered, as
shown in Figure 8.3(c). The peak load average increases as γ increases, however the
dependence is not as strong as that observed with the plateau stress. Figure 8.3(d) shows
very little variation in the peak load as the β level increases. There is more variation in the
peak load as the εD level varies (see Figure 8.3(e)) with the greatest average peak load
occurring when the εD level is at 2.4629, which is the value initially calculated from the
relative densities. These factor level effects suggest the only parameter that will have a
significant impact on the peak load of the flexural test is the plateau stress.
A similar analysis was completed for the average displacement at peak load for the 16
runs. The displacement at peak load relates to the flexural rigidity of the structure and the
degree of deformation the beam can withstand before yielding. The factor level effects are
shown in Figure 8.4. There is very little effect of the plateau stress factor on the
displacement at peak load. Figure 8.4(a) shows this displacement remains close to 4.25mm
as the plateau stress increases. The average displacement at peak load measured during the
physical testing is well below the model value at 2.7mm. Figure 8.4(b) shows there is some
minor variation as the level of α2 increases. The displacement is smallest in the middle
region of the α2 levels. The average displacement has a more linear relationship with the γ
factor, with an increase in displacement as the γ levels increase. Figure 8.4(c) shows the
displacement varies by approximately 0.3mm across the range of investigated γ levels.
There is slightly less variation in the displacement as the β level varies (see Figure 8.4(d)).
Again, the displacement is smallest in the middle region of the β levels. Figure 8.4(e) shows
the effect of the εD factor. This factor had the greatest effect of all the factors on the
displacement at peak load. The average displacement was at a maximum at the second level,
again corresponding to the εD level calculated from the relative densities.
Chapter 8 Parametric Study
124
Figure 8.3: Factor effect level plots for the peak load for a) plateau stress, b) α2, c) γ, d) β, and e)
εD
Chapter 8 Parametric Study
125
Figure 8.4: Factor effect level plots for the displacement at peak load for a) plateau stress, b) α2,
c) γ, d) β, and e) εD
None of the factor levels investigated show a great improvement towards matching the
displacement at peak load that was recorded experimentally. This suggests there are other
influences that may have a greater affect on this quality measure that were not included in
this investigation. The displacement at peak load is dependent on the overall effective
stiffness of the structure. The Young’s Modulus (E) of the core material will certainly be
Chapter 8 Parametric Study
126
influential on this quality measure, and may be the most dominant factor. The properties of
the skin and therefore the composite material model will also be significant.
8.2.2 STRAIN CONTOURS The strain behaviour of the model for each of the 16 runs was investigated. Figure 8.5
shows a von Mises strain contour at 10mm of crosshead displacement for Run01. This strain
distribution was typical of all of the runs, with only very slight variation in the shape or
magnitude of the higher strain regions. Section strain line plots were utilised to study any
variation in strain in more detail.
Figure 8.5: Typical von Mises strain contour for each of the 16 runs
8.2.3 STRAIN SECTION LINE PLOTS Strain section line plots were taken from each of the 16 runs for comparison. The
sections were taken in the same central region of the beam as described in Chapter 7 (see
Figure 7.9) with the results presented here showing the strain behaviour of the centre section.
The strain section plots were taken at displacements of 2.7mm and at 10mm. Figure 8.6
shows the section strain line plot for the 16 runs at 2.7mm which corresponds to a point in
the load-displacement curve (see Figure 8.2) before the peak load. All of the runs have
similar strain curve shapes as previously observed in the full-field strain contours. The
magnitude of the curves is generally similar to that observed in the experimental full-field
Chapter 8 Parametric Study
127
measurements. For example, the experimentally measured centre strain section at this
displacement displayed strain below the load roller in the order of 2%. The range of
magnitude across the 16 runs for the same region is approximately 1.1 to 2.5%. There are
some obvious trends in the effect of the plateau stress factor. As the plateau stress increases
(from Run 1 to Run 16), the strain decreases.
Figure 8.6: Strain section line plots for each run at 2.7mm displacement before peak load,
showing the centre section for the region bordered by the load rollers
Similar trends were observed in the strain section plots for the displacement of 10mm,
shown in Figure 8.7. Again the general shape of all of the strain curves agrees well with the
experimental observations. The magnitude corresponds reasonably well, though is generally
lower for the simulations. The strain range for the 16 runs for the region below the load
roller was approximately 10-15% whereas the experimentally measured value was in the
order of 15-20%. Similarly to the 2.7mm section plots, the strain magnitude decreases with
increasing plateau stress. Further examination of factor effects was undertaken using the
analysis of means method previously described.
Chapter 8 Parametric Study
128
Figure 8.7: Strain section line plots for each run at a displacement of 10mm, showing the centre
section for the region bordered by the load rollers
The strain values at a single x-position were averaged for each factor level to produce
factor level effect plots. The x-position used was 7.5mm which corresponds to directly
below the left load roller. The factor effect plots were generated for both displacements of
2.7mm and 10mm. Figure 8.8(a) shows a clear linear effect of the plateau stress on the
strain. Increasing the plateau stress from 1MPa to 2MPa resulted in a large monotonic
decrease in strain magnitude. Compared to the other four factors, this factor had the greatest
influence. Figure 8.8(b) shows the level effects of the α2 factor. There is less variation than
seen for the plateau stress, with the lower α2 levels resulting in greater strain averages. A
similar range of strain is seen in the γ factor level effect plot (see Figure 8.8(c)). This factor
also has a minimum strain in the centre level region with maximum strain averages at the
lowest γ level. Figure 8.8(d) shows the factor level effect plot for the parameter β. As the β
level increases, the strain magnitude decreases. This is a trend similar to that seen with the
plateau stress, however the effect is not as strong and the change is not as monotonic. The
fifth factor, εD, has the second greatest effect on the strain magnitude. Shown in Figure
Chapter 8 Parametric Study
129
8.8(e), the strain is lowest at the εD second level. In summary, the plateau stress has a strong
linear effect, while the other factors have weaker or non linear effects on the strain
magnitude for the range of levels examined. As seen in the factor level effect plots for the
peak load and the peak load displacement, it appears the plateau stress is the factor with the
most influence on the early displacement strain magnitude.
Figure 8.8: Factor effect level plots for the strain in the centre section at x-position 7.5mm at a
displacement of 2.7mm for a) plateau stress, b) α2, c) γ, d) β, and e) εD
Chapter 8 Parametric Study
130
The factor level effect plots for the strain at the displacement of 10mm are shown in
Figure 8.9. There is generally a greater range of average strain values across the levels for
this later displacement than for the displacement of 2.7mm. Again, the largest variation is
seen by varying the plateau stress (see Figure 8.9(a)). As the plateau stress increases, the
strain reduces by approximately 13% of the DOE average strain value.
Figure 8.9: Factor effect level plots for the strain in the centre section at x-position 7.5mm at a
displacement of 10mm for a) plateau stress, b) α2, c) γ, d) β, and e) εD
Chapter 8 Parametric Study
131
The effect of the α2 factor is shown in Figure 8.9(b). There is no clear trend for this
factor, with the highest average strain calculated for the third level while the other 3 levels
display reasonably consistent magnitudes. Figure 8.9(c) shows the strain decreases with
increasing γ factor levels by approximately 7% of the average DOE strain value. The β
factor has less effect on the strain varying by 3.5% of the average DOE strain value across
the 4 levels, as seen in Figure 8.9(d). This factor also has the opposite effect with strain
increasing for increasing β levels. Figure 8.9(e) shows the average strain for the εD levels.
The effect of εD is slightly greater with the strain varying by 5% of the average DOE strain
value. The trend is nonlinear with the values around the third level having the greatest
magnitude.
The only factor that shows a consistent affect on the average strain for both the
displacements analysed is the plateau stress. Increasing the plateau stress decreases the
magnitude of the strain. The γ factor displays generally similar trends with the minimum
average strain occurring towards the middle of the range of levels investigated for both
displacements. The other three factors of α2, β and εD were found to have opposite trends for
the two displacements. The plateau stress was the main influential factor having a consistent
and most significant effect on the strain in the centre section under the load roller. It appears
this factor is the most appropriate to facilitate any manipulation of the strain magnitude
behaviour.
8.3 SUMMARY The influence of five foam material model parameters on the flexural behaviour of the
composite sandwich structure was investigated using a parametric study. A fractional
factorial experiment was conducted using the factors σP, α2, γ, β and εD at four levels. The
load-displacement response and strain behaviour were used as quality measures to study the
effects of each of the factors.
Factor level effect plots were generated for the peak load, and for the displacement at
which peak load occurred. The plateau stress was the only factor to have a significant effect
on the peak load, with an increase in plateau stress resulting in an increase in peak load
magnitude. There were no clear or considerably dominant effects of the five factors on the
displacement at which peak load occurred. This behaviour is perhaps more dependent on
other parameters in the model such as core material E and the composite skin model which
will determine the effective stiffness of the structure.
Chapter 8 Parametric Study
132
The strain behaviour was investigated using strain section line plots. The sections
were taken through the centre of the beam for displacements before and after peak load. The
shape of the strain curves remained relatively consistent as the factor levels varied, with the
main variation being the magnitude. Factor level effect plots were generated using single
data points below the load roller for each displacement. Once again, the plateau stress factor
had the greatest effect on the strain magnitude. The other factors had less influence and the
factor trends varied between the two displacements before and after peak load.
This thorough study on the effect of varying five foam material model parameters has
shown the load-displacement response of the model structure can be adjusted to converge on
the experimental observations. In particular, the peak load magnitude is adjustable using the
plateau stress. The displacement at which peak load occurs was found to be mainly
unaffected by the five factors studied, and could not be modified to more closely match
experimental results. It is noted that one of the main attractions of using these aluminium
foam sandwich structures in structural applications is their energy absorption properties. The
area under the load-displacement curve is an effective indicator of this energy absorption
capacity. The displacement at which peak load occurs represents a small percentage of the
overall energy absorption of the structure, and hence over prediction of this displacement by
the model is going to have minimal effect on the energy absorption response. Instead,
matching the peak load magnitude is most important in predicting the energy absorption
behaviour of the structure. The failure of structures made of these foam materials is likely to
be predicted by a strain based failure criterion. The relative insensitivity of the effective
plastic strain on four of the five factors studied implies that the constitutive model can be
quite robust in predicting the failure of these structures. It was found that the plateau stress
is the most influential factor on the strain response of these structures and by using suitable
values for this stress it is possible to use this constitutive model as an effective design tool
for both energy absorption and failure investigations.
This study has shown the plateau stress is the most important foam material parameter
in determining the general flexural behaviour of the composite sandwich structure. While
further studies involving other quality measures could perhaps elucidate the role of the other
factors in more detail, it is suggested the plateau stress is the most influential factor. This is
of particular interest in developing a method to manage the variation in behaviour due to the
size effect, and in particular, the use of a single sample size in determining the model input
Chapter 8 Parametric Study
133
parameters for a range of model geometries. Future investigations may develop a process
that could involve simple magnification of the single plateau stress factor. This work has
provided initial observations on the influence of material parameters on the behaviour of the
LS-Dyna implemented Deshpande-Fleck foam model under flexural loading conditions
which could be valuable for future modifications or improvements in the utilisation of this
material model for in-service applications.
134
Chapter 9 CONCLUSIONS AND FUTURE WORK
9.1 THESIS CONCLUSIONS This study has investigated the flexural behaviour of aluminium foam composite
sandwich structures using a combination of experimental and modelling techniques. The
project was motivated by a need to develop further understanding of the mechanical
behaviour of these structures, as a step in improving the predictability of their response under
flexural loading situations. This is necessary to advance their implementation in a range of
structural applications where the multifunctional characteristics of these materials could be
highly advantageous. This work has revealed aspects of the various deformation
mechanisms of the sandwich structures using full-field strain measurements. These were
used for comparison in investigating the performance of FE simulations in modelling
flexural loading. This research has considered aspects of an existing foam material model
when used within a sandwich structure model in bending. It is suggested that with careful
consideration of input parameters, particularly in regard to the observed “size effect”, the
material model could have potential for use as a design tool for applications that involve
bending loads.
9.1.1 EXPERIMENTAL WORK The experimental component of this project featured the use of a 3D optical measuring
technique to generate detailed full-field strain distributions of the physical testing. This is of
particular interest for the aluminium foam sandwich core, which can display a range of
different failure behaviour characteristics. This study has provided a valuable observation of
the progressive strain behaviour of this material which will assist in developing accurate
material models for typical service applications.
Chapter 9 Conclusions and Future Work
135
The flexural behaviour of the aluminium foam composite sandwich structure was
compared with the more traditional polymer foam structure. The two material systems
displayed significantly different deformation mechanisms with the aluminium foam showing
a steady progressive core deformation. The polymer structure had a more rapid brittle failure
and decrease in load after the initial core failure. The differences in load-displacement
curves resulted in significantly greater energy absorption in the aluminium foam structure.
The aluminium structure was also found to have equivalent or improved flexural properties.
The full-field strain measurement system showed an initially irregular distribution consistent
with the inhomogeneous cellular structure of the aluminium foam. A region of strain
concentration developed in the central area where final core fracture occurred. In contrast,
the initial strain distributions from the polymer foam structure were more even; then high
strain concentrations developed beneath the load rollers. These observations suggest the
aluminium foam structure has comparable or improved characteristics compared to the
polymer foam structure in a flexural loading situation. In particular, the progressive steady
deformation and higher energy absorption properties suggest the system could be a valuable
material choice in a variety of applications compared to polymer foams.
The existence of a size effect related to the cellular structure of the aluminium foam
was observed by examining the effect of the core thickness on the flexural behaviour. The
strain distributions illustrated several different deformation mechanisms. Skin failure was
significant in the thinner samples, while increasing the core thickness instigated greater core
deformation with the thickest sample displaying substantial core indentation. Section strain
line plots revealed complex strain behaviour which was influenced by localised
concentrations and did not display pure plastic bending characteristics. Increasing the skin
thickness of the thickest core sample reduced the incidence of core indentation and produced
core shear cracking. This was reflected in the full-field strain contours which provided a
unique insight in to the development of the complex strain characteristics. It is important
that finite element modelling is able to capture the observed variation in flexural behaviour.
9.1.2 MODELLING WORK The performance of an existing foam material model was investigated to determine its
suitability for use as a core within a sandwich structure under flexural loading. The
Deshpande-Fleck constitutive model has previously been implemented in LS-Dyna and has
primarily been used within energy absorbing and compression dominated loading situations.
Analysis of experimental uniaxial compressive stress-strain curves was conducted to deduce
Chapter 9 Conclusions and Future Work
136
the material input parameters. The load-displacement response and strain distribution of the
models were compared with the physical four-point bend testing.
The finite element model was able to correctly predict the general deformation shape
and progression of the single ply skin structures. The model underestimated the magnitude
of the load-displacement response. It is believed that the underestimation may be related to
the non-inclusion of the size effect in the constitutive material model. A simple
magnification of the input parameters subsequently produced an improved match between
the model and experimental load response. The model strain distribution was in good
agreement with the experimental measurements. The model with an increased skin thickness
was able to capture the general deformation shape reasonably well, however difficulties with
the element failure criterion did not allow the model to predict the shear crack that was
observed experimentally. This was supported by the corresponding high strain regions in the
model which matched the experimental strain contours. Section strain line plots showed a
complex distribution which did not closely follow theoretical pure plastic bending. The
section line plots from the model matched those from the experimental results reasonably
well in general shape and magnitude however they did not capture the localised cellular
effects.
A fractional factorial study of five of the material model input parameters was
completed, using factors of the plateau stress, the densification strain and three stress strain
curve shape parameters. The plateau stress was found to be the most influential factor,
having a direct linear effect on the peak load. There was no clear effect from any of the
factors on the displacement at which peak load occurred. The peak load was able to be
increased to match the experimental results, while the displacement at peak load was
overestimated by the model at all factor levels. The strain behaviour was also dependent on
the plateau stress, and relatively independent of the other factors. This study has shown that
it is possible to make simple modifications to the material input parameters to improve the
load-displacement response and hence energy absorption, to more closely match
experimental observations. The strain behaviour of the model remains relatively consistent
with the experimental full-field strain contours. These findings suggest the Deshpande-Fleck
constitutive model, implemented as Mat154 in LS-Dyna, has potential as a suitable foam
model for flexural loading situations. In particular, the ability to predict the load-
displacement response is necessary to predict energy absorption characteristics. Similarly,
the general correspondence of the strain distributions with the experimental contours
Chapter 9 Conclusions and Future Work
137
suggests the model is appropriate for strain based failure criterion, and with some
development, could be effective in predicting failure. This would be extremely valuable in
designing aluminium foam sandwich structures for a range of potential applications.
9.2 FUTURE WORK This thesis has shown the value of using an optical full-field strain measurement
system in elucidating the complex flexural behaviour of the aluminium foam composite
sandwich structure and allowing direct comparison with FE simulations. This study used
strain information calculated for a single face of the sandwich beams in flexure. Further
work could expand the use of this analytical tool to investigate the strain behaviour of the
composite skin. Additional physical testing could be conducted such as residual strength
testing following flexural loading. The effect of varying the core thickness should be
examined in more detail, using a greater range of dimensions and skin thicknesses. This
would be useful in further understanding the importance of the size effect on the behaviour
of the sandwich structure in flexure, particularly with the use of the full-field strain
measurement analysis.
Future work needs to continue to develop the finite element model for use as an
accurate design tool. Further work is needed to more fully investigate the potential of a
simple parameter magnification factor method as a technique to overcome the size effect in
generating appropriate material input parameters. This could allow material characteristics
from a single experimental geometry to be utilised for a large range of model geometries.
More detailed work on the effect of all of the material input parameters is also needed. This
method could be an alternative to generating a more complex constitutive model
incorporating the size effect. Further developments of the FE model should include a
statistical variation of material properties throughout the elements as described by Reyes et
al [103]. Including the inhomogeneous character of the cellular structure provides a more
realistic replication of the foam material.
138
APPENDIX
The enclosed cd-rom contains the following movie files produced using the Aramis
optical strain measurement system during this project:
4-POINT FLEXURAL TESTING OF SANDWICH STRUCTURES: Movie Core material Core thickness Skin thickness Image region
1A, 1B, 1C Divinycell H100 10mm 1 ply Between top load rollers 2A, 2B, 2C Alporas 5mm 1ply Between top load rollers 3A, 3B, 3C Alporas 10mm 1ply Between top load rollers 4A, 4B, 4C Alporas 20mm 1ply Between top load rollers 5A, 5B, 5C Alporas 20mm 4ply Between top load rollers
6A, 6B, 6C Alporas 20mm 4ply Between left support and load roller
*A = movie shows left camera image, B= movie shows calculated von Mises strain, C= movie shows calculated von Mises strain overlayed on camera image
BULK MATERIAL TESTING: Movie Material Test type Orientation
7A, 7B, 7C Alporas Compression Z-direction 8A, 8B, 8C Alporas Tensile Z-direction
*A = movie shows left camera image, B= movie shows calculated von Mises strain, C= movie shows calculated von Mises strain overlayed on camera image
139
REFERENCES [1] Banhart J, Weaire D. On the road again: metal foams find favor. Physics Today
2002;55:p.37-42.
[2] Miyoshi T, Itoh M, Akiyama S, Kitahara A. ALPORAS aluminum foam: Production process, properties, and applications. Advanced Engineering Materials 2000;2:p.179-83.
[3] Fuganti A, Lorenzi L, Hanssen AG, Langseth M. Aluminium foam for automotive applications. Advanced Engineering Materials 2000;2:p.200-04.
[4] Banhart J. Aluminium foams for lighter vehicles. International Journal of Vehicle Design 2005;37:p.114-25.
[5] Seeliger H-W. Metal foams and porous metal structures. In: Ashby MF, Fleck N, editors. Int. Conf. Bremen, Germany, 14-16 June: Bremen: MIT Press-Verlag, 1999. p.29.
[6] Banhart J. Manufacture, characterisation and application of cellular metals and metal foams. Progress in Materials Science 2001;46:p.559-632.
[7] Schwingel D, Seeliger H-W, Vecchionacci C, Alwes D, Dittrich J. Aluminium foam sandwich structures for space applications. Acta Astronautica 2007;61:p.326-30.
[8] Reyes Villanueva G, Cantwell WJ. Low velocity impact response of novel fiber-reinforced aluminum foam sandwich structures. Journal of Materials Science Letters 2003;22:p.417-22.
[9] Cantwell WJ, Compston P, Reyes Villanueva G. The fracture properties of novel aluminium foam sandwich structures. Journal of Materials Science Letters 2000;19:p.2205-8.
[10] Gibson LJ, Ashby MF. Cellular Solids: Structure and Properties: Cambridge University Press, 1997.
[11] Gibson LJ. Mechanical behavior of metallic foams. Annual Review of Materials Science 2000;30:p.191-227.
[12] Ashby MF, Evans AG, Fleck NA, Gibson LJ, Hutchinson JW, Wadley HNG. Metal Foams: A Design Guide: Butterworth-Heinemann, 2000.
[13] Callister WD. Materials Science and Engineering: an introduction. New York: John Wiley & Sons, 1997.
[14] Herrmann A, Zahlen P, Zuardy I. Sandwich Structures Technology in Commercial Aviation. Sandwich Structures 7: Advancing with Sandwich Structures and Materials. 2005. p.13-26.
References cont.
140
[15] Diab Group. Sandwich Concept, DIAB Sandwich Handbook. 2005.
[16] Diab Group. http://www.diabgroup.com/europe/literature/e_pdf_files/e_pia_pdf/wind/lm_61m.pdf, accessed 12/11/2007.
[17] Diab Group. http://www.diabgroup.com/europe/literature/e_pdf_files/e_pia_pdf/mar/mundal.pdf, accessed 12/11/2007.
[18] Steeves CA, Fleck NA. Collapse mechanisms of sandwich beams with composite faces and a foam core, loaded in three-point bending. Part I: Analytical models and minimum weight design. International Journal of Mechanical Sciences 2004;46:p.561-83.
[19] Steeves CA, Fleck NA. Collapse mechanisms of sandwich beams with composite faces and a foam core, loaded in three-point bending. Part II: Experimental investigation and numerical modelling. International Journal of Mechanical Sciences 2004;46:p.585-608.
[20] Rizov V, Shipsha A, Zenkert D. Indentation study of foam core sandwich composite panels. Composite Structures 2005;69:p.95-102.
[21] Rizov VI. Elastic-plastic response of structural foams subjected to localized static loads. Materials and Design 2006;27:p.947-54.
[22] Shuaeib FM, Soden PD. Indentation failure of composite sandwich beams. Composites Science and Technology 1997;57:p.1249-59.
[23] Akil Hazizan M, Cantwell WJ. The low velocity impact response of foam-based sandwich structures. Composites Part B:Engineering 2002;33:p.193-204.
[24] Mines RAW, Worrall CM, Gibson AG. Low velocity perforation behaviour of polymer composite sandwich panels. International Journal of Impact Engineering 1998;21:p.855-79.
[25] Lim TS, Lee CS, Lee DG. Failure modes of foam core sandwich beams under static and impact loads. Journal of Composite Materials 2004;38:p.1639-62.
[26] Vaidya UK, Pillay S, Bartus S, Ulven CA, Grow DT, Mathew B. Impact and post-impact vibration response of protective metal foam composite sandwich plates. Materials Science and Engineering A 2006;428:p.59-66.
[27] Harte AM, Fleck NA, Ashby MF. Fatigue failure of an open cell and a closed cell aluminum alloy foam. Acta Materialia 1999;47:p.2511-24.
[28] Lu TJ, Stone HA, Ashby MF. Heat transfer in open-cell metal foams. Acta Materialia 1998;46:p.3619-35.
[29] Pollien A, Conde Y, Pambaguian L, Mortensen A. Graded open-cell aluminium foam core sandwich beams. Materials Science and Engineering A 2005;404:p.9-18.
References cont.
141
[30] ERG Aerospace. Duocel, http://www.ergaerospace.com/duocel/aluminum.htm, accessed 12/11/2007.
[31] Alulight International GmbH. Product Information, http://www.alulight.com/en/aluminium-foam, accessed 12/11/2007.
[32] Curran D, Department of Materials Science and Metallurgy, University of Cambridge. FORMGRIP foam, http://www.msm.cam.ac.uk/mmc/people/old/dave/dave.html, accessed 12/11/2007.
[33] Gleich GmbH. http://www.gleich.de/international/products/foam.php.
[34] Akiyama S, Hidetoshi U, Koji I, Kitahara A, Sumio N, Kazuo M, Tooru N, Itoh M. Foamed metal and method of producing same. In: USPTO, editor. USA: Agency of Industrial Science and Technology, Tokyo Shinko Kosen Kogyo Kabushiki Kaisha, Amagasaki, 1987.
[35] Ramamurty U, Paul A. Variability in mechanical properties of a metal foam. Acta Materialia 2004;52:p.869-76.
[36] Banhart J, Baumeister J. Deformation characteristics of metal foams. Journal of Materials Science 1998;33:p.1431-40.
[37] Evans AG, Hutchinson JW, Ashby MF. Multifunctionality of cellular metal systems. Progress in Materials Science 1999;43:p.171-221.
[38] Bastawros AF, Bart-Smith H, Evans AG. Experimental analysis of deformation mechanisms in a closed-cell aluminum alloy foam. Journal of the Mechanics and Physics of Solids 2000;48:p.301-22.
[39] Andrews E, Sanders W, Gibson LJ. Compressive and tensile behaviour of aluminum foams. Materials Science and Engineering A: Structural Materials: Properties, Microstructure and Processing 1999;270:p.113-24.
[40] Olurin OB, Fleck NA, Ashby MF. Indentation resistance of an aluminium foam. Scripta Materialia 2000;43:p.983-89.
[41] Ramamurty U, Kumaran MC. Mechanical property extraction through conical indentation of a closed-cell aluminum foam. Acta Materialia 2004;52:p.181-89.
[42] Olurin OB, Fleck NA, Ashby MF. Deformation and fracture of aluminum foams. Materials Science and Engineering A: Structural Materials: Properties, Microstructure and Processing 2000;291:p.136-46.
[43] Motz C, Pippan R. Deformation behaviour of closed-cell aluminium foams in tension. Acta Materialia 2001;49:p.2463-70.
[44] Motz C, Pippan R. Fracture behaviour and fracture toughness of ductile closed-cell metallic foams. Acta Materialia 2002;50:p.2013-33.
[45] Onck PR, Andrews EW, Gibson LJ. Size effects in ductile cellular solids. Part I: Modeling. International Journal of Mechanical Sciences 2001;43:p.681-99.
References cont.
142
[46] Andrews EW, Gioux G, Onck P, Gibson LJ. Size effects in ductile cellular solids. Part II: Experimental results. International Journal of Mechanical Sciences 2001;43:p.701-13.
[47] Chen C, Harte AM, Fleck NA. Plastic collapse of sandwich beams with a metallic foam core. International Journal of Mechanical Sciences 2001;43:p.1483-506.
[48] Rakow JF, Waas AM. Size effects in metal foam cores for sandwich structures. AIAA Journal 2004;42:p.1331-37.
[49] Rakow JF, Waas AM. Size effects and the shear response of aluminum foam. Mechanics of Materials 2005;37:p.69-82.
[50] Jeon I, Asahina T. The effect of structural defects on the compressive behavior of closed-cell Al foam. Acta Materialia 2005;53:p.3415-23.
[51] McCormack TM, Miller R, Kesler O, Gibson LJ. Failure of sandwich beams with metallic foam cores. International Journal of Solids and Structures 2001;38:p.4901-20.
[52] Harte A-M, Fleck NA, Ashby MF. Sandwich panel design using aluminum alloy foam. Advanced Engineering Materials 2000;2:p.219-22.
[53] Harte AM, Fleck NA, Ashby MF. The fatigue strength of sandwich beams with an aluminium alloy foam core. International Journal of Fatigue 2001;23:p.499-507.
[54] Bart-Smith H, Hutchinson JW, Evans AG. Measurement and analysis of the structural performance of cellular metal sandwich construction. International Journal of Mechanical Sciences 2001;43:p.1945-63.
[55] Tagarielli VL, Fleck NA, Deshpande VS. The collapse response of sandwich beams with aluminium face sheets and a metal foam core. Advanced Engineering Materials 2004;6:p.440-43.
[56] Hou W, Zhang H, Lu G, Huang X. Failure modes of circular aluminium sandwich panels with foam core under quasi-static loading. 6th Asia-Pacific Conference on SHOCK & IMPACT LOAD ON STRUCTURES. Perth, Australia, 2005. p.275-82.
[57] Zhao H, Elnasri I, Girard Y. Perforation of aluminium foam core sandwich panels under impact loading-An experimental study. International Journal of Impact Engineering 2007;34:p.1246-57.
[58] Hanssen AG, Girard Y, Olovsson L, Berstad T, Langseth M. A numerical model for bird strike of aluminium foam-based sandwich panels. International Journal of Impact Engineering 2006;32:p.1127-44.
[59] Seeliger HW. Aluminium foam sandwich (AFS) ready for market introduction. Advanced Engineering Materials 2004;6:p.448-51.
References cont.
143
[60] Salvo L, Belestin P, Maire E, Jacquesson M, Vecchionacci C, Boller E, Bornert M, Doumalin P. Structure and mechanical properties of AFS sandwiches studied by in-situ compression tests in X-ray microtomography. Advanced Engineering Materials 2004;6:p.411-14.
[61] Crupi V, Montanini R. Aluminium foam sandwiches collapse modes under static and dynamic three-point bending. International Journal of Impact Engineering 2007;34:p.509-21.
[62] Ashby MF, Brechet YJM. Designing hybrid materials. Acta Materialia 2003;51:p.5801-21.
[63] Mohan K, Hon YT, Idapalapati S, Seow HP. Failure of sandwich beams consisting of alumina face sheet and aluminum foam core in bending. Materials Science and Engineering A 2005;409:p.292-301.
[64] Mohan K, Yip T-H, Sridhar I, Seow HP. Effect of face sheet material on the indentation response of metallic foams. Journal of Materials Science 2007;42:p.3714-23.
[65] Reyes Villanueva G, Cantwell WJ. The high velocity impact response of composite and FML-reinforced sandwich structures. Composites Science and Technology 2004;64:p.35-54.
[66] Kiratisaevee H, Cantwell WJ. The impact response of aluminum foam sandwich structures based on a glass fiber-reinforced polypropylene fiber-metal laminate. Polymer Composites 2004;25:p.499-509.
[67] Kiratisaevee H, Cantwell WJ. Low-velocity impact response of high-performance aluminum foam sandwich structures. Journal of Reinforced Plastics and Composites 2005;24:p.1057-72.
[68] McKown S, Mines RAW. Static and impact behaviour of metal foam cored sandwich beams. High Performance Structures and Materials, vol. 7. Ancona, Italy: WIT Press, Southampton, SO40 7AA, United Kingdom, 2004. p.37-46.
[69] Sriram R, Vaidya UK, Kim J-E. Blast impact response of aluminum foam sandwich composites. Journal of Materials Science 2006;41:p.4023-39.
[70] Sriram R, Vaidya UK. Blast impact on Aluminum Foam Composite Sandwich Panels. 8th International LS-DYNA Users Conference. Michigan, 2004.
[71] Hanssen AG, Hopperstad OS, Langseth M, Ilstad H. Validation of constitutive models applicable to aluminium foams. International Journal of Mechanical Sciences 2002;44:p.359-406.
[72] Gibson LJ, Ashby MF, Zhang J, Triantafillou TC. Failure surfaces for cellular materials under multiaxial loads. I. Modelling. International Journal of Mechanical Sciences 1989;31:p.635-63.
[73] Triantafillou TC, Zhang J, Shercliff TL, Gibson LJ, Ashby MF. Failure surfaces for cellular materials under multiaxial loads. II. Comparison of models with experiment. International Journal of Mechanical Sciences 1989;31:p.665-78.
References cont.
144
[74] Santosa S, Wierzbicki T. On the modeling of crush behavior of a closed-cell aluminum foam structure. Journal of the Mechanics and Physics of Solids 1998;46:p.645-69.
[75] Meguid SA, Cheon SS, El-Abbasi N. FE modelling of deformation localization in metallic foams. Finite Elements in Analysis and Design 2002;38:p.631-43.
[76] Czekanski A, Elbestawi MA, Meguid SA. On the FE modeling of closed-cell aluminum foam. International Journal of Mechanics and Materials in Design 2005;2:p.23-34.
[77] Kim A, Tunvir K, Jeong GD, Cheon SS. A multi-cell FE-model for compressive behaviour analysis of heterogeneous Al-alloy foam. Modelling and Simulation in Materials Science and Engineering 2006;14:p.933-45.
[78] Hucko B, Faria L. Material model of metallic cellular solids. Computers and Structures 1997;62:p.1049-57.
[79] Miller RE. Continuum plasticity model for the constitutive and indentation behaviour of foamed metals. International Journal of Mechanical Sciences 2000;42:p.729-54.
[80] Drucker DCP, W. Soil mechanics and plastic analysis or limit design. Quarterly of Applied Mathematics 1952;10:p.157-65.
[81] Deshpande VS, Fleck NA. Isotropic constitutive models for metallic foams. Journal of the Mechanics and Physics of Solids 2000;48:p.1253-83.
[82] Sridhar I, Fleck NA. The multiaxial yield behaviour of an aluminium alloy foam. Journal of Materials Science 2005;40:p.4005-08.
[83] Gioux G, McCormack TM, Gibson LJ. Failure of aluminum foams under multiaxial loads. International Journal of Mechanical Sciences 2000;42:p.1097-117.
[84] Ruan D, Lu G, Ong LS, Wang B. Triaxial compression of aluminium foams. Composites Science and Technology 2007;67:p.1218-34.
[85] Xue Z, Hutchinson JW. Constitutive model for quasi-static deformation of metallic sandwich cores. International Journal for Numerical Methods in Engineering 2004;61:p.2205-38.
[86] Shahbeyk S, Petrinic N, Vafai A. Numerical modelling of dynamically loaded metal foam-filled square columns. International Journal of Impact Engineering 2007;34:p.573-86.
[87] Saint-Gobain Vetrotex. Twintex http://www.sgva.com/products/rna_twintex.html accessed 25/11/07.
[88] ASTM International. ASTM C393-63 Standard Test Method for Flexural Properties of Flat Sandwich Constructions. 1962.
References cont.
145
[89] ASTM International. ASTM D790M Standard test methods for flexural properties of unreinforced and reinforced plastics and electrical insulating materials (metric). 1993.
[90] Bart-Smith H, Bastawros AF, Mumm DR, Evans AG, Sypeck DJ, Wadley HNG. Compressive deformation and yielding mechanisms in cellular Al alloys determined using X-ray tomography and surface strain mapping. Acta Materialia 1998;46:p.3583-92.
[91] Bastawros A-F, Evans AG. Deformation heterogeneity in cellular Al alloys. Advanced Engineering Materials 2000;2:p.210-14.
[92] Sha JB, Yip TH. In situ surface displacement analysis on sandwich and multilayer beams composed of aluminum foam core and metallic face sheets under bending loading. Materials Science and Engineering A 2004;386:p.91-103.
[93] Sha JB, Yip TH, Wong SKM. In situ surface displacement analysis of fracture and fatigue behaviour under bending conditions of sandwich beam consisting of aluminium foam core and metallic face sheets. Materials Science and Technology 2006;22:p.51-60.
[94] Chen C, Fleck NA. Size effects in the constrained deformation of metallic foams. Journal of the Mechanics and Physics of Solids 2002;50:p.955-77.
[95] Gom mbH. Aramis System http://www.gom.com/EN/measuring.systems/aramis/system/system.html accessed 20/7/2007. Braunschweig.
[96] Hild F, Roux S. Digital image correlation: From displacement measurement to identification of elastic properties - A review. Strain 2006;42:p.69-80.
[97] Schmidt T, Tyson J. Dynamic strain measurement using advanced 3D photogrammetry. IMAC XXI. Kissimmee, FL, USA, 2003.
[98] Tyson J, Schmidt T. Advanced photogrammetry for robust deformation and strain measurement. SEM 2002 Annual Conference. Milwaukee WI, 2002.
[99] Amsterdam E, De Hosson JTM, Onck PR. Failure mechanisms of closed-cell aluminum foam under monotonic and cyclic loading. Acta Materialia 2006;54:p.4465-72.
[100] Schmidt T, Tyson J, Galanulis K. Full-field dynamic displacement and strain measurement using advanced 3D image correlation photogrammetry: Part I. Experimental Techniques 2003;27:p.47-50.
[101] Bergmann D, Ritter R. 3D deformation measurement in small areas based on grating method and photogrammetry. In: Gorecki C, editor. Proceedings of Society of Photo-Optical Instrumentation Engineers (SPIE) Conference, Optical Inspection and Micromeasurements, vol. 2782. 1996. p.212-23.
[102] Diab Group. Divinycell foam range http://www.diabgroup.com/aao/a_products/a_prods_2.html accessed 12/2007.
References cont.
146
[103] Reyes A, Hopperstad OS, Berstad T, Langseth M. Implementation of a Constitutive Model for aluminum foam including fracture and statisical variation of density. 8th International LS-DYNA Users Conference. Michigan, 2004.
[104] Reyes A, Hopperstad OS, Berstad T, Hanssen AG, Langseth M. Constitutive modeling of aluminum foam including fracture and statistical variation of density. European Journal of Mechanics, A/Solids 2003;22:p.815-35.
[105] Benouali AH, Froyen L, Dillard T, Forest S, N'Guyen F. Investigation on the influence of cell shape anisotropy on the mechanical performance of closed cell aluminium foams using micro-computed tomography. Journal of Materials Science 2005;40:p.5801-11.
[106] Sugimura Y, Rabiei A, Evans AG, Harte AM, Fleck NA. Compression fatigue of a cellular Al alloy. Materials Science and Engineering A: Structural Materials: Properties, Microstructure and Processing 1999;A269:p.38-48.
[107] Werther DJ, Howard AJ, Ingraham JP, Issen KA. Characterization and modeling of strain localization in aluminum foam using multiple face analysis. Scripta Materialia 2006;54:p.783-87.
[108] Reyes A, Hopperstad OS, Hanssen AG, Langseth M. Modeling of material failure in foam-based components. International Journal of Impact Engineering 2004;30:p.805-34.
[109] LS-DYNA Keyword User's Manual: Livermore Software Technology Corporation, 2006.
[110] Reyes A. Oblique Loading of Aluminium Crash Components. vol. PhD. Trondheim: Norwegian University of Science and Technology, 2003.
[111] Kesler O, Gibson LJ. Size effects in metallic foam core sandwich beams. Materials Science and Engineering A 2002;326:p.228-34.
[112] Hanssen AG, Enstock L, Langseth M. Close-range blast loading of aluminium foam panels. International Journal of Impact Engineering 2002;27:p.593-618.
[113] McKown S, Mines RAW. Measurement of material properties for metal foam cored polymer composite sandwich construction. Applied Mechanics and Materials 2004;1-2:p.211-16.
[114] Styles M, Compston P, Kalyanasundaram S. The effect of core thickness on the flexural behaviour of aluminium foam sandwich structures. Composite Structures 2007;80:p.532-38.
[115] Reyes A, Hopperstad OS, Langseth M. Aluminum foam-filled extrusions Subjected to oblique loading: experimental and numerical study. International Journal of Solids and Structures 2004;41:p.1645-75.
[116] Fowlkes WY, Creveling CM. Engineering Methods for Robust Product Design: Using Taguchi Methods in Technology and Product Development. Reading, Massachusetts: Addison-Wesley Longman, Inc., 1995.