a micromechanics finite element model for studying the ... · 1 national aeronautics and space...
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A Micromechanics Finite Element Model for Studying the Mechanical Behavior of Spray-On Foam Insulation (SOFI)
Louis J. Ghosn
Ohio Aerospace Institute Brook Park, Ohio
Roy M. Sullivan and Bradley A. Lerch
NASA Glenn Research Center Cleveland, Ohio
Proposed Abstract for the
43rd Annual Technical Meeting Society of Engineering Science
August 13-16th, 2006 A micromechanics model has been constructed to study the mechanical behavior of spray-on foam insulation (SOFI) for the external tank. The model was constructed using finite elements representing the fundamental repeating unit of the SOFI microstructure. The details of the micromechanics model were based on cell observations and measured average cell dimensions discerned from photomicrographs. The unit cell model is an elongated Kelvin model (fourteen-sided polyhedron with 8 hexagonal and six quadrilateral faces), which will pack to a 100% density. The cell faces and cell edges are modeled using three-dimensional 20-node brick elements. Only one-eighth of the cell is modeled due to symmetry. By exercising the model and correlating the results with the macro-mechanical foam behavior obtained through material characterization testing, the intrinsic stiffness and Poisson’s Ratio of the polymeric cell walls and edges are determined as a function of temperature. The model is then exercised to study the unique and complex temperature-dependent mechanical behavior as well as the fracture initiation and propagation at the microscopic unit cell level.
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1
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A M
icro
mec
hani
cs F
inite
Ele
men
t Mod
elfo
r St
udyi
ng th
e M
echa
nica
l Beh
avio
rof
Spr
ay-O
n Fo
am In
sula
tion
Lou
is J
. Gho
snSe
nior
Res
earc
her
Ohi
o Ae
rosp
ace
Inst
itute
Roy
M. S
ulliv
anM
ater
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esea
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Engi
neer
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A G
lenn
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A. L
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Prin
cipa
l Sci
entis
tN
ASA
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nn R
esea
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Cen
ter
43rd
Ann
ual T
echn
ical
Mee
ting
Soci
ety
of E
ngin
eerin
g Sc
ienc
eA
ugus
t 13-
16th
, 200
6
-
2
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BX
-265
NC
FIPD
L
Mic
rogr
aphs
of t
he T
hree
Maj
or N
AS
A’s
SO
FI
Mat
eria
ls
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3
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Cla
ssic
al T
hree
-Dim
ensi
onal
Pol
yhed
ral C
ells
Oct
ahed
ron
8 fa
ces,
12 e
dges
Rho
mbi
c do
deca
hedr
on12
face
s, 24
edg
esPa
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o fil
l vol
ume
Pent
agon
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odec
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agon
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8 fa
ces,
18 e
dges
Pack
s to
fill v
olum
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20 fa
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30 e
dges
Tetra
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face
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edg
esPa
cks t
o fil
l vol
ume
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BX
-265
•Ave
rage
Cel
l Len
gth
(par
alle
l to
rise)
–21
8 μm
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Cel
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erpe
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to ri
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124 μm
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rage
mea
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12.
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f thi
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thin
face
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Ass
umed
Elo
ngat
ed T
etra
kaid
echa
hedr
onB
X-2
65
l3=
39 μ
ml2
= 69
μm
l1 =
109 μm
l4=
28 μ
m
l1l2
l3
l4
218 μm
124 μm
Pack
s to
fill V
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Ris
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BX
-265
Cel
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ensi
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•E
dges
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sol
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bea
ms.
Face
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e th
in m
embr
anes
0.1
-
7
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iona
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Sym
met
ry
Side
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Cel
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Squa
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-
8
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iona
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Fini
te E
lem
ent M
esh
for 1
/8th
Sym
met
ry
Cell
Leng
th
Cell
Wid
th
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9
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iona
l Aer
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and
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istra
tion
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Fini
te E
lem
ent M
esh
for 1
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Sym
met
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1519
5 N
odes
2948
21-
Nod
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Elem
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wal
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Full
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Ris
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Fix
in Z
Alo
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Fix
in X
Fix
in Y
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-
10
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iona
l Aer
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Max
imum
Prin
cipa
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ss fo
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in th
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ion
BX
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Load
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dire
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0.31
MPa
appl
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X
Y
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-
11
Nat
iona
l Aer
onau
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and
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Max
imum
Prin
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plan
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Load
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Pois
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s Eff
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MPa
X
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-
12
Nat
iona
l Aer
onau
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and
Spac
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min
istra
tion
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BX-
265
@ ro
om te
mpe
ratu
re
0.00
0.05
0.10
0.15
0.20
0.25
0.30
0.35
0.40
0.45
0.50
0.55
0.60
0.00
0.02
0.04
0.06
0.08
0.10
0.12
0.14
0.16
Stra
in, m
m/m
m
Stress, MPa
Ris
e D
irect
ion
in-p
lane
Cal
ibra
tion
of B
X-2
65 S
tress
/Stra
in C
urve
2.11
( N
umer
ical
Cal
ibra
ted
Cel
l Asp
ect R
atio
)1.
75 (E
xper
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t Mea
sure
d C
ell A
spec
t Rat
io)
Expe
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tal d
ata
cour
tesy
of L
MSS
C E
xter
nal T
ank
Ret
urn
to F
light
, Fra
ctur
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ughn
ess:
Pha
se 2
(Kris
tin M
orga
n)
y=18
.3x
y=4.
99x
-
13
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iona
l Aer
onau
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e Ad
min
istra
tion
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Effe
cts o
f Sol
id P
oiss
on’s
’Rat
io o
n th
e Fo
am S
tress
/Stra
in C
urve
BX-
265
@ ro
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mpe
ratu
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0.00
0.05
0.10
0.15
0.20
0.25
0.30
0.35
0.40
0.45
0.50
0.55
0.60
0.00
0.02
0.04
0.06
0.08
0.10
0.12
0.14
0.16
Stra
in, m
m/m
m
Stress, MPa
Ris
e D
irect
ion
in-p
lane
0.2/
0.3/
0.4
0.2/
0.3/
0.4
2.11
( N
umer
ical
Cal
ibra
ted
Cel
l Asp
ect R
atio
)So
lid P
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on’s
Rat
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Expe
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cour
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of L
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Ret
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light
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Pha
se 2
(Kris
tin M
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n)
-
14
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
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Cal
ibra
tion
of B
X-2
65 S
tress
/Stra
in C
urve
(-32
0 F)
BX-
265
@ -1
95.6
C
y =
39.8
92x
y =
10.9
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0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8 0
.00
0.01
0.02
0.03
0.04
Stra
in, m
m/m
m
Stress, MPa
in-p
lane
Ris
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irect
ion 2.
11 (
Num
eric
al C
alib
rate
d C
ell A
spec
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Solid
Poi
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Expe
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tal d
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of L
MSS
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Ret
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light
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Pha
se 2
(Kris
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-
15
Nat
iona
l Aer
onau
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and
Spac
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min
istra
tion
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BX-
265
@ -2
51 C
y =
39.8
92x
y =
10.9
74x
0.0
0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8 0
.00
0.01
0.02
0.03
0.04
Stra
in, m
m/m
m
Stress, MPa
in-p
lane
Ris
e D
irect
ion
Cal
ibra
tion
of B
X-2
65 S
tress
/Stra
in C
urve
(-42
0 F)
2.11
( N
umer
ical
Cal
ibra
ted
Cel
l Asp
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)So
lid P
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Rat
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Expe
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cour
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of L
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xter
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Ret
urn
to F
light
, Fra
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Pha
se 2
(Kris
tin M
orga
n)
-
16
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
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NC
FI-2
4-12
4 @
room
tem
pera
ture
y =
20.7
96x
y =
4.52
69x
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.00
0.01
0.02
0.03
0.04
0.05
0.06
Stra
in, m
m/m
m
Stress, MPa
Ris
e D
irect
ion in
-pla
ne
Cal
ibra
tion
of N
CFI
Stre
ss/S
train
Cur
ve (R
T)
2.36
( N
umer
ical
Cal
ibra
ted
Cel
l Asp
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atio
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lid P
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on’s
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Pa
Expe
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ata
cour
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of L
MSS
C E
xter
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Ret
urn
to F
light
, Fra
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ess:
Pha
se 2
(Kris
tin M
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-
17
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
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NC
FI-2
4-12
4 @
-195
.6 C
y =
45.7
52x
y =
9.95
88x
0.00
0.10
0.20
0.30
0.40
0.50
0.60 0
.000
0.00
50.
010
0.01
50.
020
0.02
50.
030
Stra
in, m
m/m
m
Stress, MPa
33-M
in
33-M
id
33-M
ax
11-M
in
11-M
id
11-M
ax
in-p
lane
Ris
e D
irect
ion
Cal
ibra
tion
of N
CFI
Stre
ss/S
train
Cur
ve (-
320
F)
2.36
( N
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Cal
ibra
ted
Cel
l Asp
ect R
atio
)So
lid P
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on’s
Rat
io 0
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s=
4.4G
Pa
Expe
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tal d
ata
cour
tesy
of L
MSS
C E
xter
nal T
ank
Ret
urn
to F
light
, Fra
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e To
ughn
ess:
Pha
se 2
(Kris
tin M
orga
n)
-
18
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
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NC
FI-2
4-12
4 @
-251
C
y =
9.95
9x
y =
45.7
52x
0.00
0.10
0.20
0.30
0.40
0.50
0.60 0
.000
0.00
50.
010
0.01
50.
020
0.02
50.
030
Stra
in, m
m/m
m
Stress, MPa
33-M
in33
-Mid
33-M
ax11
-111
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-4
in-p
lane
Ris
e D
irect
ion
Cal
ibra
tion
of N
CFI
Stre
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train
Cur
ve (-
420
F)
2.36
( N
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Cal
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Cel
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)So
lid P
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Expe
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cour
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of L
MSS
C E
xter
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Ret
urn
to F
light
, Fra
ctur
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ughn
ess:
Pha
se 2
(Kris
tin M
orga
n)
-
19
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
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PDL-
1034
@ ro
om te
mpe
ratu
re y =
12.7
41x
y =
19.9
85x
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.70
0.80
0.00
0.02
0.04
0.06
0.08
Stra
in, m
m/m
m
Stress, MPa
33-M
in33
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33-M
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11-M
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Nor
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FEA-
Ris
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irect
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in-p
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Cal
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of P
DL
Stre
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train
Cur
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T)
1.25
( N
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Cal
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ted
Cel
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)So
lid P
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on’s
Rat
io 0
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1.4G
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Expe
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tal d
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cour
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of L
MSS
C E
xter
nal T
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Ret
urn
to F
light
, Fra
ctur
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ughn
ess:
Pha
se 2
(Kris
tin M
orga
n)
-
20
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
PDL-
1034
@ -1
95.6
C
y =
39.2
55x
y =
25.0
26x
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.70
0.80 0
.000
0.01
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0.03
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rain
, mm
/mm
Stress, MPa
33 11-M
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11-M
id
11-M
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in-p
lane
in-p
lane
Ris
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Cal
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tion
of P
DL
Stre
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train
Cur
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320
F)
1.25
( N
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Cal
ibra
ted
Cel
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ect R
atio
)So
lid P
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on’s
Rat
io 0
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s=
2.75
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Expe
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tal d
ata
cour
tesy
of L
MSS
C E
xter
nal T
ank
Ret
urn
to F
light
, Fra
ctur
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ughn
ess:
Pha
se 2
(Kris
tin M
orga
n)
-
21
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
PDL-
1034
@ -2
51 C
y =
31.8
52x
y =
49.9
61x
0.00
0.10
0.20
0.30
0.40
0.50
0.60
0.70
0.80 0
.000
0.00
50.
010
0.01
50.
020
0.02
50.
030
Stra
in, m
m/m
m
Stress, MPa
33 11-1
11-2
11-3
11-4
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Nor
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in-p
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Cal
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of P
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Cur
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( N
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Cal
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Cel
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lid P
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Expe
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cour
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of L
MSS
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Ret
urn
to F
light
, Fra
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ughn
ess:
Pha
se 2
(Kris
tin M
orga
n)
-
22
Nat
iona
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onau
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and
Spac
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min
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tion
ww
w.n
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gov
Leng
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idth
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Solid M
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)(M
Pa)
(MPa
)(M
Pa)
-251
10.9
710
.97
39.8
90.
488
0.14
30.
143
-196
10.9
710
.97
39.8
90.
488
0.14
30.
143
244.
994.
9918
.13
0.48
80.
143
0.14
3
NC
FITe
mp
E11
E22
E33
nu12
nu13
nu23
( C )
(MPa
)(M
Pa)
(MPa
)-2
519.
969.
9645
.75
0.52
80.
114
0.11
4-1
969.
969.
9645
.75
0.52
80.
114
0.11
424
4.53
4.53
20.8
00.
528
0.11
40.
114
PDL
Tem
pE1
1E2
2E3
3nu
12nu
13nu
23( C
)(M
Pa)
(MPa
)(M
Pa)
-253
31.8
531
.85
49.9
60.
362
0.24
90.
249
-196
25.0
325
.03
39.2
60.
362
0.24
90.
249
2412
.74
12.7
419
.99
0.36
20.
249
0.24
9
Foam
Eff
ectiv
e El
astic
Pro
perti
es
-
23
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
NC
FI 2
4-12
4: R
ound
7"
Dog
bone
Spe
cim
en
0.00
0.05
0.10
0.15
0.20
0.25
0.30
0.35
0.40
0.45
0.50
0.00
0.01
0.02
0.03
0.04
0.05
0.06
Stra
in (m
m/m
m)
Stress (MPa)
Vacu
umSA
TP
In-P
lane
Ave
rage
UTS
at S
ATP
= 0.
185
MPa
Av
erag
e U
TS u
nder
vac
uum
= 0
.137
MPa
Ris
eAv
erag
e U
TS a
t SAT
P =
0.42
MPa
Aver
age
UTS
und
er v
acuu
m =
0.4
5 M
PaR
ise
IN-P
lane
Exp.
dat
a co
urte
sy o
fK
ristin
Mor
gan
UTS
of N
CFI
at R
T FEA
Uni
t Cel
l
Sym
bols
dat
a LM
SSC
Ext
erna
l Tan
k R
etur
n to
Flig
ht, F
ract
ure
Toug
hnes
s: P
hase
2 (K
ristin
Mor
gan)
-
24
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
Ris
e at
1-a
tm@
0.4
2 M
Paap
plie
d st
ress
163
MPa
(23.
6Ksi
)
Uni
t Cel
lLo
adin
gIn
Ris
e D
irect
ion
MPa
Max
imum
Prin
cipa
l Stre
ss fo
r loa
ding
in th
e ris
e di
rect
ion
NC
FI (1
atm
)
X
YZ
-
25
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
In-P
lane
1-a
tm@
0.1
86 M
Paex
tern
al lo
ad
182
MPa
(26.
4 K
si)
Uni
t Cel
lLo
adin
gIn
-Pla
ne d
irect
ion
MPa
Max
imum
Prin
cipa
l Stre
ss fo
r loa
ding
in th
e in
-pla
ne d
irect
ion
NC
FI (1
atm
)
X
YZ
-
26
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
Ris
e m
id-c
ell i
n va
cuum
@ 0
.45
MPa
exte
rnal
load
205
MPa
(29.
7Ksi
)U
nit C
ell
Load
ing
In R
ise
Dire
ctio
n
MPa
X
YZ
Max
imum
Prin
cipa
l Stre
ss fo
r loa
ding
in th
e ris
e di
rect
ion
NC
FI (V
acuu
m T
est)
-
27
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
In-P
lane
mid
-cel
l in
vacu
um@
0.1
27 M
Ps e
xter
nal l
oad
141
MPa
(20.
5 K
si)
Uni
t Cel
lLo
adin
gIn
-Pla
ne d
irect
ion
vacu
um
MPa
X
YZ
Max
imum
Prin
cipa
l Stre
ss fo
r loa
ding
in th
e ris
e di
rect
ion
NC
FI (V
acuu
m T
est)
-
28
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
Appl
ied
Stre
ssM
ax.
Prin
cipa
lM
PaM
PaR
ise
SATM
0.42
169
In-P
lane
SATM
0.18
618
2R
ise
Vacu
um0.
4520
5In
-Pla
neVa
cuum
0.12
714
1
NC
FI, U
TS
X
YZ
Max
. Prin
cipa
l, 44
3MPa
Load
ing
in R
ise
Dire
ctio
nW
ithou
t cel
l wal
ls (O
pen
Cel
l)
-
29
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
x
y
z C
BA
θsi
n2
2L
2L
42
cos
2L
L+
θ4
2co
s2
LL
+θ
θ
24L
Ris
e
In-P
lane
Ope
n C
ell S
truct
ure
For F
ailu
re A
naly
sis
Sim
plify
mod
el (O
nly
Edge
s)
A
CB
-
30
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
θ
L
C
B
y
zN
VM
M
zzσ
Equi
libriu
m a
nd S
truct
ural
Ana
lysi
s of F
ram
es y
ield
s
[]
2co
s2
sin
24
2L
LN
zz+
=θ
θσ
[]
4co
s2
cos
24
22
LL
LM
zz+
=θ
θσ
[]
42
22
cos
2si
nco
sL
LL
Nyy
+=
θθ
θσ
[]
22
cos
2si
n4
22
2 2L
LL
Myy
+=
θθ
σ
θ
L
C
B
zN
V
M
M
yyσ
y
-
31
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
Stre
ngth
of M
ater
ials
app
roac
h fo
r cal
cula
ting
the
max
imum
stre
ss a
t the
ou
ter f
iber
of a
n ax
ial a
nd fl
exur
al o
f the
edg
es
IMr
AN+
=m
axσ
()
θθ
θsi
nco
s2
12si
n2
12
24
22
3 42
3 2L
LL
AIL
L
EI
Ey
⎥ ⎦⎤⎢ ⎣⎡
++
+=
() 4
22
2 22
max
2co
s2
2sin
sin
cos
LL
Ir
LA
Lyy
+⎥⎥ ⎦⎤
⎢⎢ ⎣⎡+
=
θθ
θθ
σσ
Cal
cula
ting
the
aver
age
cell
stra
in a
nd st
ress
can
als
o le
ad to
det
erm
inin
g th
eef
fect
ive
cell
mod
ulus
in tw
o di
rect
ions
:
()2 4
22
max
cos
24c
os2sin
LL
Ir
LA
zz+
⎥ ⎦⎤⎢ ⎣⎡
+=
θθ
θσ
σ
()2 4
22 22
22 2
cos
2si
n12
cos
sin
24
LL
AL
IL
EI
Ez
+⎥⎥ ⎦⎤
⎢⎢ ⎣⎡+
=
θθ
θ
θ
Lea
ds to
the
rela
tion
betw
een
the
max
imum
stre
ss in
the
stru
ts
and
the
aver
age
appl
ied
stre
ss in
the
z an
d y
dire
ctio
ns:
Whe
reA
= e
dge
x-ar
eaI
= e
dge
mom
ent o
f Ine
rtia
r =
dis
tanc
e to
out
er fi
ber
-
32
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
Rat
io o
f the
Stif
fnes
s in
the
z-an
d y-
dire
ctio
ns is (
)
[]2
42
2 2
22
2
42
23 4
23 2
2
cos
2si
n12
cos
cos
212
sin
2si
n2
LL
ALIL
LL
AIL
L
EEyz
+⎥ ⎦⎤
⎢ ⎣⎡+
⎥ ⎦⎤⎢ ⎣⎡
++
+=
θθ
θ
θθ
θ
Ass
umin
g L 2
and
L 4ar
e 69
μm
and
28 μm
, res
pect
ivel
y, w
e ca
n pl
ot th
e st
iffne
ss ra
tiove
rsus
incl
inat
ion
angl
e.
Stru
t cro
ss-s
ectio
n ha
s sm
all i
nflu
ence
on
stiff
ness
ratio
ver
sus i
nclin
atio
n an
gle
Res
ults
indi
cate
that
the
incl
inat
ion
angl
e fo
r BX
-265
is ~
55O
6.3518
==
MPaMPa
EE
yz
Mea
sure
d st
iffne
ss ra
tio fo
r BX
-265
at
room
tem
pera
ture
stiff
ness
ratio
vs
incl
inat
ion
angl
e
012345678
010
2030
4050
6070
8090
100
incl
inat
ion
angl
e (d
egre
es)
stiffness ratio
circ
ular
x-s
ectio
n ra
dius
of 1
0
trian
gula
r x-s
ectio
n le
ngth
17
circ
ular
x-s
ectio
n ra
dius
of 5
circ
ular
x-s
ectio
n ra
dius
of 2
0
-
33
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
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Rat
io o
f stre
ngth
s in
z-an
d y-
dire
ctio
ns is
[]
[][
]4
22
22
2co
s2
cos
sin
2si
nco
s2
sin
4L
LrA
LI
rAL
IL
yz
++
+=
θθ
θθ
θθ
σσ
From
exp
erim
enta
l ten
sile
test
spec
imen
the
mea
sure
d ra
tio o
f the
rise
to in
-pla
ne st
reng
ths i
s app
roxi
mat
ely
1.6.
Res
ults
indi
cate
that
the
incl
inat
ion
angl
e is
47o
stre
ngth
ratio
ver
sus
incl
inat
ion
angl
e
00.
511.
522.
533.
544.
55
010
2030
4050
6070
8090
angl
e (d
egre
es)
strength ratio
circ
ular
x-s
ectio
n ra
dius
of 1
0
circ
ular
x-s
ectio
n ra
dius
of 5
circ
ular
x-s
ectio
n ra
dius
of 2
0
trian
gula
r x-s
ectio
n le
ngth
17
-
34
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
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Pol
ymer
(Stru
t) S
treng
th,
MP
a(k
si)
Usi
ng θ
= 47
o
Pol
ymer
(Stru
t) M
odul
us,
MPa
(ksi
)
Usi
ng θ
= 55
o
Tria
ngul
ar
x-se
ctio
n
Circ
ular
x-
sect
ion
393
(57)
7,30
0 (1
,059
)h=
17 μ
m
10 (1
.5)
111
(16)
R=2
0 μm
76 (1
1)1,
450
(210
)R
=10 μm
603
(87.
5)21
,500
(3,1
20)
R=5
μm
h
Subs
titut
ing
L 2, L
4, an
d th
e in
clin
atio
n an
gle
into
the
prev
ious
equ
atio
ns fo
r foa
mm
odul
us a
nd fo
am st
reng
ths a
nd so
lvin
g fo
r the
pol
ymer
(stru
t) m
odul
us a
nd p
olym
er
(stru
t) st
reng
ths,
we
get
-
35
Nat
iona
l Aer
onau
tics
and
Spac
e Ad
min
istra
tion
ww
w.n
asa.
gov
Futu
re W
ork
•SO
FI m
icro
stru
ctur
e w
ere
succ
essf
ully
mod
eled
as
elon
gate
d Te
traka
idec
hahe
dron
clos
ed c
ell
•E
last
ic m
odul
us a
nd P
oiss
on’s
ratio
s w
ere
estim
ated
from
the
unit
cell
mod
el•
The
estim
atio
n of
the
poly
mer
sol
id s
treng
th a
nd s
tiffn
ess
was
at
tem
pted
by
FEA
and
Fram
e m
odel
s.•
Fram
e m
odel
yie
lds
sim
ilar r
esul
ts a
s th
e fin
ite e
lem
ent m
odel
if a
ci
rcul
ar c
ross
-sec
tion
with
a ra
dius
of 1
0 m
m is
use
d.
Sum
mar
y
•R
efin
e th
e FE
A m
odel
(Non
linea
rity)
to im
prov
e on
the
failu
re s
tress
es
timat
es•
Rev
iew
the
mod
elin
g of
a u
nit c
ell i
n va
cuum