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![Page 1: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/1.jpg)
Effects of material randomness on static and dynamic fracture
M. Ostoja-Starzewski and G. WangDept. Mechanical Engineering | McGill Institute for Advanced Materials
McGill University
Montreal, Canada
![Page 2: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/2.jpg)
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1. Quasi-static fracture mechanics of random micro-beams
2. Dynamic fracture of heterogeneous media
![Page 3: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/3.jpg)
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Strain energy release rate:
= material constant U = elastic strain energy of a
homogeneous material
2
A
U
A
WG
Peeling a beam off a substrate
determine the critical crack length and stability
![Page 4: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/4.jpg)
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crack stability:
equilbrium stable 0
equilbrium neutral 0
equilbrium unstable 0
)(
2
2
A
![Page 5: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/5.jpg)
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Strain energy release rate: 2
A
U
A
WG
Peeling a random beam off a substrate
γ = random field
U = random functional
},);,({ Xxx
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stiff inclusions in soft matrix
2)(
)(
10m
i
C
C
4)(
)(
10m
i
C
C
![Page 7: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/7.jpg)
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Dead-load conditions (for Euler-Bernoulli beam):
a
dxIE
MaU
0
2
2)(
where a = A/B, B = constant beam (crack) width
From Clapeyron’s theorem:
Note: randomness of E arises when Representative Volume Element (RVE) of deterministic continuum mechanics cannot be applied to a micro-beam
need Statistical Volume Element (SVE) micro-beam is random:
(wide-sense stationary)
aB
UG
]},0[,);,({ axxE
![Page 8: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/8.jpg)
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U is a random integral
upon ensemble averaging:
In conventional formulation of deterministic fracture mechanics, random heterogeneities E′(x,ω) are disregarded ( )
? ?
a
dxxIE
MEaU
0
2
),(2))(,(
a
dxxEEI
MEaU
0
2
)],('[2),(
constEE
a
dxEI
MEaU
0
2
2),(
),(),( EaUEaU ),(),( EaGEaG
![Page 9: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/9.jpg)
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Note: random field E is positive-valued almost surely
by Jensen's inequality
EE
11
),(2
1
22),(
0
2
0
2
0
2
EaUdxIE
Mdx
EI
Mdx
EI
MEaU
aaa
![Page 10: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/10.jpg)
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Define:
G in hypothetical material:
G properly averaged in random material:
with side conditions
aB
EaUEaG
),(
),(
aB
EaUEaG
),(
),(
0),0( EU0),0( EU
),(),( EaGEaG
![Page 11: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/11.jpg)
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Define:
G in hypothetical material:
G properly averaged in random material:
with side conditions
G computed by replacing random micro-beam by a homogeneous one ( ) is lower than G computed with E taken honestly as a random field:
aB
EaUEaG
),(
),(
aB
EaUEaG
),(
),(
0),0( EU0),0( EU
ExE ),(
),(),( EaGEaG
![Page 12: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/12.jpg)
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Define:
stress intensity factor in hypothetical material:
stress intensity factor properly averaged in random material:
),( EaK
),( EaK
),(),( EaKEaK
),(),( EaJEaJ
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Remark 1: With beam thickness L increasing,
mesoscale L/d grows
deterministic fracture mechanics is then recovered
Remark 2: Results carry over to Timoshenko beams:
0),(' xE
),,(),,(),,(1111* EaGEaGEaG
EE 11
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Fixed-grip conditions:
G can be computed by direct ensemble averaging of E (and μ)
4
2
2
9
22 Ba
EIu
a
P
B
u
a
P
B
uG
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Mixed-loading conditions:
... both load and displacement vary during crack growth
no explicit relation between the crack driving force and the change in elastic strain energy.
… can get bounds from G under dead-load and G under fixed-grip:
Pmixedu GGG
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Mixed-loading conditions:
... both load and displacement vary during crack growth
no explicit relation between the crack driving force and the change in elastic strain energy.
… can get bounds from G under dead-load and G under fixed-grip:
Note: in mechanics of random media, when studying passage from SVE to RVE, energy-type inequalites are ordered in an inverse fashion: kinematic (resp. force) conditions provides upper (resp. lower) bound.
Pmixedu GGG
![Page 17: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/17.jpg)
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Mixed-loading conditions for Timoshenko beam
... four possibilities:
P and M fixed:
P and θ fixed:
u and M fixed:
u and θ fixed:
MPG
PG
MuG
uG
MPPu GGG MPMuu GGG
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Stochastic crack stability:
equilbrium stable 0
equilbrium neutral 0
equilbrium unstable 0
)(
2
2
A
wide scatter of
random critical crack length!
[ASME J. Appl. Mech., 2004]
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same result via random Legendre transformation
))(,())(,(* EaUMEaU
),(),(*11* EaGEaG
![Page 20: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/20.jpg)
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Observe
)()/1( EaEa cc
ca
1. Potential energy Π(ω) is sensitive to fluctuations in E, which die out as L/d → ∞ (L beam thickness, d grain size)
2. Surface energy Γ(ω) is sensitive to fluctuations in γ, but randomness in γ independent of L/d
cracking of micro-beams is more sensitive to randomness
of elastic moduli than cracking of large plates
3. Under dead-load conditions:
and small random fluctuations in E and γ lead to relatively much stronger (!) fluctuations in
![Page 21: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/21.jpg)
21Vdd
δ
dδ
efftδ
t
δ
tRR
CCCC
CSSS)(SC
'
'
1
1111
1
'
![Page 22: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/22.jpg)
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1. Fracture mechanics of micro-beams
2. Dynamic fracture of heterogeneous media
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Particle modeling of fracture/crushing of ores in comminution
![Page 24: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/24.jpg)
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From molecular dynamics (MD) to particle modeling (PM)
• Need to model dynamic fragmentation of heterogeneous materials having partially known (or unknown) interatomic potentials, e.g. ores
• Model should have- reasonable execution time- without complexity of FE schemes- allow asymmetry in tensile vs. compressive response- grasp nonlinear response
• PM is a lattice of quasi-particles interacting via potentials derived from MD lattice- based on equivalence of mass, energy, elastic modulus, and strength- dynamics computed via leap-frog scheme
![Page 25: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/25.jpg)
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• D. Greenspan, Computer-Oriented Mathematical Physics, 1981.
• D. Greenspan, Particle Modeling, 1997.
• R.W. Hockney and J.W. Eastwood, Computer Simulation Using Particles, 1999.
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(a) potential energy (b) interaction force
qp r
H
r
G )1(, pq
![Page 27: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/27.jpg)
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• potential • interaction force
(cntd.)
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Dynamic fracture simulations
[Comp. Mat. Sci., 2005]
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Uniform stretching in y-direction at 0.5m/s
homogeneous material heterogeneous material(p,q) = (3,5) (p,q) = (3,5)
blue phase is 1% stiffer
![Page 30: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/30.jpg)
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Uniform stretching in y-direction at 0.5m/s
homogeneous material heterogeneous material(p,q) = (7,14) (p,q) = (7,14)
blue phase is 1% stiffer
![Page 32: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/32.jpg)
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Observations on plates of homogeneous and heterogeneous (two-phase) materials
• similar behavior for stiff (7,14) and soft (3,5) materials at the onset of crack propagation
• the larger is the (p,q), the faster is the crack propagation
• crack propagation speed increases in presence of material randomness
• for lower (p,q): crack trajectory is initially straight, and then zigzags; for higher (p,q): coalescence of many cracks
![Page 33: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/33.jpg)
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Crack patterns in 7 nominally identical epoxy specimens under quasi-static loading
[Al-Ostaz & Jasiuk, Eng. Fract. Mech., 1997]
![Page 34: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/34.jpg)
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(Continued)
(a) T = 0.0 s
2106.2 T(b) s
(c) s210007.3 T
(d) s210011.3 T
(p,q) = (3,5)
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(Continued)
(a) T = 0.0 s.
210477.1 T(b) s
(c) s210485.1 T
(d) s210489.1 T
(p,q) = (5,10)
![Page 36: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/36.jpg)
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(Continued)
(a) T = 0.0 s.
210024.1 T(b) s
(c) s210026.1 T
(d) s210030.1 T
(p,q) = (7,14)
![Page 37: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/37.jpg)
(Cnd.)
(a) 3D (b) Fx
(c) Fy (d) Fz
![Page 38: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/38.jpg)
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(Cnd.)
(a) 3D (b) Fx
(c) Fy (d) Fz
![Page 39: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/39.jpg)
microscale
mesoscale
macroscale
![Page 40: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/40.jpg)
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Basic model: ),('),( xCCxC
Is it isotropic?
Is it uniquely defined?
![Page 41: Effects of material randomness on static and dynamic fracture M. Ostoja-Starzewski and G. Wang Dept. Mechanical Engineering | McGill Institute for Advanced.](https://reader035.fdocuments.net/reader035/viewer/2022070410/56649efd5503460f94c11823/html5/thumbnails/41.jpg)
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Basic model: ),('),( xCCxC
Is it isotropic?
Is it uniquely defined?
Applications:
random field models
stochastic finite elements
waves in random media
FGM …
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paradigm: FGM
mesoscale property is anisotropic, and non-unique,
bounded by Dirichlet and Neumann b.c.’s[Acta Mater., 1996]
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conclude
• spatial inhomogeneity (gradient) prevents isotropy of approximating continuum
• it implies anisotropy of C tensor
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Conclusions
• Michell truss-like continuum cannot really be attained• RVE may be bounded by mesoscale responses
– hierarchies of bounds involve variational principles, but are qualitative
– quantitative results follow from computational mechanics• Applications:
– linear elastic microstructures– inelastic microstructures
• Examples– fiber-reinforced composites– random mosaics– cracked solids– smoothly inhomogeneous materials– …