limit load calculation model of ductile failure of defective pipe and pressure vessel orynyak i.v....
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LIMIT LOAD CALCULATION LIMIT LOAD CALCULATION MODEL OF DUCTILE MODEL OF DUCTILE
FAILURE OF DEFECTIVE FAILURE OF DEFECTIVE PIPE AND PRESSURE PIPE AND PRESSURE
VESSELVESSEL
Orynyak I.V.Orynyak I.V. G.S. Pisarenko Institute for Problems of G.S. Pisarenko Institute for Problems of Strength, National Academy of Sciences Strength, National Academy of Sciences of Ukraine, Kyiv, Ukraineof Ukraine, Kyiv, Ukraine
IPS NASU
1th Hungarian-Ukrainian Joint Conference on
Safety-Reliability and Risk Engineering Plants and Components
11,12 April 2006, Miskolc, Hungary
ICI
I
KK
aK
a
K ICCR
a
0lim
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2W2a
Application of Limit Load in Fracture Application of Limit Load in Fracture MechanicsMechanics
Thus another restriction (criterion) is needed Thus another restriction (criterion) is needed
rS 1rS
1rK
1
1
M
rK
DT
BT
1O
u
y
Wa
CR 1][
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Examples of Limit Load Calculation Examples of Limit Load Calculation
PP
RoRo
RiRi
RtRt
PRR
P
RPR
rdrd
ii
o
orir
r
rr
if ][ ][or ln][][
boundary 0)( ;)(
criterion ][
mequilibriu 0
NNNN
MM MM
t
2N
M
ttt
tN
NtN ][
Mt
t
u
u
1][][
2
N
N
M
Mabs
4/][][ 2tM tN ][][
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The Existing Formulas for Defected Pipes The Existing Formulas for Defected Pipes
Battelle’s local 1Battelle’s local 1)(/)1(1),(
Mca
t
RpLL
f
LL
)(
1),(
11
Mt
Rp GLL
f
LL
)(/157.0exp11),(1 atRc
t
aca
t
RpLL
u
LL
5.02 )61.11()( M
c – defect halflength
l – defect halfwidth
a – defect depth = 1-a/t - dimensionless
ligament thickness
= c / Rt - dimensionless
length1 = c / Ra - dimensionless length
c – defect halflength
l – defect halfwidth
a – defect depth = 1-a/t - dimensionless
ligament thickness
= c / Rt - dimensionless
length1 = c / Ra - dimensionless length
Battelle’s local 2Battelle’s local 2
Nuclear Electric globalNuclear Electric global
- strength reduction cofficient - strength reduction cofficient
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Strength Characteristic of MaterialStrength Characteristic of Material
Illustrating the viability of the UTS as a failure criterion for plastic collapse in a steel line pipe Illustrating the viability of the UTS as a failure criterion for plastic collapse in a steel line pipe
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Analytical Modeling of Ductile Failure Analytical Modeling of Ductile Failure
Static limit load theorem (lower bound) of the theory of plasticity:
an elastic–plastic structure will not collapse under monotone loads if
a) it is in static equilibrium and
b) the yield function is nowhere violated
Static limit load theorem (lower bound) of the theory of plasticity:
an elastic–plastic structure will not collapse under monotone loads if
a) it is in static equilibrium and
b) the yield function is nowhere violated Corollaries of the theorem :
1. Accounting for any additional bond in the body can only increase the limit load
2. Decreasing the volume of the body cannot increase the limit load
3. The solution which gives maximal value of limit load is more appropriate
Corollaries of the theorem :
1. Accounting for any additional bond in the body can only increase the limit load
2. Decreasing the volume of the body cannot increase the limit load
3. The solution which gives maximal value of limit load is more appropriate
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
1. Assumptions:
a) shear force is equal to zero
b) shearing moments is equal to zero
c) axial force is proportional to the net-section
1. Assumptions:
a) shear force is equal to zero
b) shearing moments is equal to zero
c) axial force is proportional to the net-section
0L0xM
)(xtN u
2. Equations of equilibrium 2. Equations of equilibrium
xxx Q
dxdM
dxdQ
R
Np
3. The Gist of the models3. The Gist of the models
The The presence of an axial flaw causes imbalance between the presence of an axial flaw causes imbalance between the circumferential stress and the internal pressure which must circumferential stress and the internal pressure which must be balanced by the increment in the transverse forces to be balanced by the increment in the transverse forces to maintain equilibrium. maintain equilibrium. TThe transverse forces, he transverse forces, in turn, in turn, induce induce bending moments. The cylinder passes into the limit state bending moments. The cylinder passes into the limit state when the bending moments reach a critical value when the bending moments reach a critical value corresponding to the chosen limit conditioncorresponding to the chosen limit condition
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
.
4. Limit condition: 4. Limit condition:
010
1xx
xappl MxMM
5. Second boundary of limit area, x = x1
5. Second boundary of limit area, x = x1
where for crack-like where for crack-like defectdefect
4
5.002
1t
xMxxM u
01
0
x
LL dxxNRp LL
LL Accx
1
)(1
taA /1 000 for rectangular formfor rectangular form
for semi-elliptical formfor semi-elliptical form 5.020 )/(1 cxaxa )4/1(4/0 A
for parabolic formfor parabolic form 20 )/(1 cxaxa 3/13/20 A
0axa
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
6. The maximum value of the applied moment : 6. The maximum value of the applied moment :
1
0 0
/x x
appl dxdxRxNpM
7. The analytical formulas 7. The analytical formulas
0
200
2
121
121
LLfor rectangular formfor rectangular form
for semi-elliptical formfor semi-elliptical form 3/411
3/4132/3)1(11
02
02
02
LL
0
200
2
11
19/8)1(11
LLfor parabolic formfor parabolic form
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
t
x=0 x=c x1 x
x
x [M(0)]
[M(x1)]
Qx(x)
Mx(x)
Illustration of the stages of solution for the rectangular defect
Illustration of the stages of solution for the rectangular defect
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
0.4
0.6
0.8
1
0 0.5 1 1.5 2 2.5
5.0
3
LL2
LL
1
LL
The crack shape influence on the dimensionless limit pressure:
1 - for a rectangular crack,
2 - for a semi-elliptical crack,
3 - for a parabolic crack
The crack shape influence on the dimensionless limit pressure:
1 - for a rectangular crack,
2 - for a semi-elliptical crack,
3 - for a parabolic crack
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
IVIIIIII 1 25.0LL
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
1
LL
5.0
IVIIIII
I
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
25.0 5.0
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
1 2
The limit pressures for rectangular axial cracks as given by The limit pressures for rectangular axial cracks as given by the different formulas: (I) “local” formula (1the different formulas: (I) “local” formula (1aa), (II) “local” ), (II) “local” formula (1formula (1bb), (III) “global” formula (2), (IV) – our solution ), (III) “global” formula (2), (IV) – our solution (13(13aa).).
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AXIAL SURFACE CRACK IN A CYLINDERAXIAL SURFACE CRACK IN A CYLINDER
N 2c,mm
R,mm
t,mm
tn,
mm kg/mm2
kg/mm2
1 360 381 9.5 3.79 58.64 37.41 0.638 0.620 0.634
2 212 381 9.5 3.78 59.36 40.78 0.687 0.689 0.684
3 73 381 9.5 3.78 58.64 48.94 0.835 0.885 0.875
4 358 381 9.5 5.69 57.44 25.03 0.436 0.432 0.445
5 207 381 9.5 5.69 57.44 28.83 0.502 0.505 0.516
6 71 381 9.5 5.69 54.14 43.45 0.803 0.799 0.801
7 357 381 9.5 7.72 56.46 10.97 0.194 0.229 0.239
8 210 381 9.5 7.72 57.16 16.17 0.282 0.309 0.320
9 72 381 9.5 7.72 56.46 39.09 0.692 0.701 0.694
10 209 381 9.5 8.51 57.44 8.58 0.149 0.236 0.243
u tRP /exp еxp theor LL
Comparison with Battelle’s experimental results for Comparison with Battelle’s experimental results for defected pipesdefected pipes
t
x
Qx(x)
L2 L2 k2 А В
нt
нсt
z z
t
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THE TREATMENT OF THE MULTIPLE DEFECTSTHE TREATMENT OF THE MULTIPLE DEFECTS
1
,
121
121
2
2
kzlRt
zLRt
zL
0.34
0.38
0.42
0.46
0.5
0 0.1 0.2 0.3 0.4 0.5
The strength reduction coefficient is
determined from
The strength reduction coefficient is
determined from
The strength reduction coefficient vs. the distance between adjacent defects
The strength reduction coefficient vs. the distance between adjacent defects
Lk
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INFINITE DENT IN A THIN-WALLED PIPEINFINITE DENT IN A THIN-WALLED PIPE
1. The form considered 1. The form considered
B
O
R
A
R
w
R
lRRW cos2
WW << << RR – dent depth – dent depth
R
l
– – jump in the angle of the jump in the angle of the tangent to the pipe surfacetangent to the pipe surface
2. Equations of equilibrium 2. Equations of equilibrium
ds
dMQ
Q
ds
dN
ds
dQNp
;0
)( ;
)(
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INFINITE DENT IN A THIN-WALLED PIPEINFINITE DENT IN A THIN-WALLED PIPE
3. Applied moment determination3. Applied moment determination
QpRN
1
10
,0
,1
0
Q
dSPR
PQ
tRdsdsPR
PM uappl
2)(1
0 0
1
0
4. Limit condition 4. Limit condition
01 1
0
MMM appl
22
14
t
MM uBA
wherewhere
22 12 t
R
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INFINITE DENT IN A THIN-WALLED PIPEINFINITE DENT IN A THIN-WALLED PIPE
5. Analytical results 5. Analytical results
242
2
1
t
R
t
R
t
Rp
u
LL 24 1 Rt
l
R
W
t
R
R
W
t
R
21arccos1
21arccos 24
2
2
tW
tW
1
2
tWtpRM /6/
What is the characteristic dent dimension? What is the characteristic dent dimension?
- Elastic solution- Elastic solution
Wt
61-“Elastic-“Elastic
” ”
Wt
tW 21
lim
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FINITE DENT IN A THIN-WALLED PIPEFINITE DENT IN A THIN-WALLED PIPE
The base for analysis is thatThe base for analysis is that
Finite length dent finite length Finite length dent finite length crackcrack
1.1. Rectangular dent ifRectangular dent if
if if
0WxW cx
0)( xW cx
121
1212
2
LL
2. “Parabolic” form2. “Parabolic” form if if
5.02
0
5.020
5.020
)/(112
)/(12)/(1)(
)(cxa
cxacxa
t
xWx
cx
0
200
2
,11,19/8),1(11
LL
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AXIALLY SYMMETRIC DEFECT AXIALLY SYMMETRIC DEFECT
1. Complete analogy with the “crack” solution 1. Complete analogy with the “crack” solution
2. The only difference is the limit moments : 2. The only difference is the limit moments :
4
5.0022 t
cxMxM u 4
5.02
1
txxM u
3. Limit condition: 3. Limit condition:
010
1xx
xappl MxMM oror 0
0 xx
c
appl McMM
4. The solution for the limit pressure: 4. The solution for the limit pressure:
22
22
22
/5.0
14)1(
14)1(
minALL
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FINITE LENGTH FINITE WIDTH 3D DEFECT FINITE LENGTH FINITE WIDTH 3D DEFECT (SLOT)(SLOT)1. Differential equation of equilibrium 1. Differential equation of equilibrium
QRd
dMQ
dx
dM
Rd
dQ
dx
dQ
R
Np
xx
x
;
2. “Slot” solution is between the “crack” and “axially sym.” solutions
2. “Slot” solution is between the “crack” and “axially sym.” solutions Mechanism of transferring the applied moments from Mechanism of transferring the applied moments from sections to sections where sections to sections where
0
0 Rl /0
xc
c x
constR
tA
constR
tA
Rd
dQu
u
0
0
0
0 0
101
00
0)( 1 Q
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FINITE LENGTH FINITE WIDTH 3D DEFECT FINITE LENGTH FINITE WIDTH 3D DEFECT (SLOT)(SLOT)3. Limit force and moments in circumferential direction 3. Limit force and moments in circumferential direction
cxtN u 0 1
4/0 220 tMM u 4/)1( 22
1 tM u anandd
4. Limit conditions in circumferential direction 4. Limit conditions in circumferential direction
ptimization parameterptimization parameter
R
tlAM u
appl 22
00
0
)/1(
2 102
00
1 AAR
tlAM u
appl
5. Limit conditions in axial direction 5. Limit conditions in axial direction
122
1
122
1
1122
1
/5.0
14)1(
14)1(
min
ALL
01 1 A
2
222
2
121
121
C
LL12 1 A
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FINITE LENGTH FINITE WIDTH 3D DEFECT FINITE LENGTH FINITE WIDTH 3D DEFECT (SLOT)(SLOT)
N t R
(inch)
(t-a) 2c
(inch)
2l Fracture pressure lbf/inch2
(inch) (inch) (inch) Exp Theor Our model
1 0.125 2.74 0.062 1.502 0.375 1530 1279 1305
2 0.128 2.74 0.062 1.498 1.498 1910 1280 1200
3 0.127 2.74 0.062 1.502 0.124 1630 1282 1350
4 0.122 2.74 ----- ----- ------ 2300 1914 1914
5 0.112 2.76 0.092 1.584 0.398 2150 1656 1610
6 0.112 2.70 0.033 1.504 0.394 1050 616 800
7 0.124 2.59 0.029 0.478 0.157 2100 1126 1720
8 0.123 2.59 0.023 0.241 0.380 2275 1943 1470
9 0.123 2.59 0.034 2.348 0.404 950 620 720
10 0.248 2.62 0.037 2.106 0.387 1700 701 1380
11 0.246 1.62 0.061 0.542 0.385 3300 3235 3530
Comparison of the calculated and experimental values of the Comparison of the calculated and experimental values of the fracture pressure for aluminum pipes with 3D defectsfracture pressure for aluminum pipes with 3D defects
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FINITE LENGTH FINITE WIDTH 3D DEFECT FINITE LENGTH FINITE WIDTH 3D DEFECT (SLOT)(SLOT)
0
0.2
0.4
0.6
0.8
1
1.2
0 0.2 0.4 0.6 0.8 1
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1 1.2
0
0.2
0.4
0.6
0.8
1
0 0.2 0.4 0.6 0.8 1 1.2
25.0 5.0
1 2
5.0
3.0
1.0
5.0
3.0
1.0
5.0
3.0
1.0
5.0
3.0
1.0
)/(21 tRl
)/(21 tRc
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THROUGH CRACKTHROUGH CRACK
1. Equilibrium differential equations 1. Equilibrium differential equations
2. Boundary region2. Boundary region
3
2
1
c 1c
x
x
Q
R
Q
R
NP x
0
x
L
R
N
0
x
N
R
L x
x
MQ x
x
R
MQ
On the boundaries On the boundaries
0 ,0 ,0 1 QLcx
0 ,0 ,0 QLc
On the boundaries On the boundaries
ccLL
LL
11
3. Redistribution axial stresses
3. Redistribution axial stresses
cxN 0 при ,0 1 при , cxctN u
1
2122
11
22
0 0 //2)1(
0 /1)(
cxccxcxkk
cxckxtxN ux
210 )( txN ux
32
2122
1111
221 0
0 //2)1(
0 /1)(
cxccxcxkk
cxcxktxN ux
)1)(1( k )1)(1(1 k
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THROUGH CRACKTHROUGH CRACK
THROUGH CRACKTHROUGH CRACK
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Redistribution axial stresses (epures) Redistribution axial stresses (epures)
c 1ctu
tu
tu tu
x
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4. Redistribution tangent stresses 4. Redistribution tangent stresses
12111
2
0 0 )(12
0 /2),(
cxcc/x/cRk
cxcRxktxL u
2121111
21 0
0 )(12
0 /2),(
cxcc/x/cRk
cxcRxktxL u
32
2121111
2112
0 0 )(12
0 /2),(
cxkkcc/x/cR
cxkkcxRtxL u
Determination Determination
5.0max tL u )4/(1 kcR
THROUGH CRACKTHROUGH CRACK
Redistribution tangent stresses (epures)
Redistribution tangent stresses (epures)
3
2
1
c 1c x
const
constx
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THROUGH CRACKTHROUGH CRACK
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5. Redistribution circumference stresses 5. Redistribution circumference stresses
0 )(
0 )()(
212
1
cx
cxtN u
0 /-22
0 2
0 /
312
2122
1222
122
1
2122
112
1
12
1
cRk/cRψk/cRψkR/cψk
/cRψkR/cψk
cRk
LLLL /)1(1 12
THROUGH CRACKTHROUGH CRACK
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3
2
1
c 1c x
1
Redistribution circumference stresses (epures)
Redistribution circumference stresses (epures)
THROUGH CRACKTHROUGH CRACK
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6. Limit state in the longitudinal direction 6. Limit state in the longitudinal direction
x
Q
R
Q
R
NP x
R
t
R
Qu
)(
Limit equilibrium equation of the moments for the determination of Limit equilibrium equation of the moments for the determination of )(
11
)()1(
)1()(2
2
212
LL
LLLL
LL
LLLL
7. Limit state in the circumferential direction
7. Limit state in the circumferential direction
)1(4
)( 21
00
t
ddRM
0)( 0)( 0
M
dQ MM
THROUGH CRACKTHROUGH CRACK
Limit equilibrium equation of the momentsLimit equilibrium equation of the moments
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8. Comparison with the Battelle’s formula8. Comparison with the Battelle’s formula
5.02 )61.11(
BattelleBattelle 00 0.150.15 0.30.3 0.50.5 0.70.7
0.250.25 0.9360.936 0.9560.956 0.9550.955 0.9620.962 0.9620.962 0.9590.959
0.50.5 0.8140.814 0.8460.846 0.8520.852 0.8590.859 0.8750.875 0.8740.874
0.750.75 0.7020.702 0.7130.713 0.720.72 0.7290.729 0.7370.737 0.7130.713
11 0.5950.595 0.5890.589 0.5890.589 0.6010.601 0.6110.611 0.5960.596
1.51.5 0.4360.436 0.3730.373 0.4180.418 0.4190.419 0.420.42 0.3970.397
22 0.3480.348 0.3030.303 0.3080.308 0.2990.299 0.2910.291 0.2860.286
33 0.2240.224 0.1870.187 0.1920.192 0.1760.176 0.1660.166 0.1550.155
tN ux ,
THROUGH CRACKTHROUGH CRACK
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THROUGH CRACK - experimentTHROUGH CRACK - experiment
NN R, R, мммм t, t, мммм 22l ,l ,мммм в ,в ,МПаМПаPPexp exp R/ tR/ t
МПаМПаPPcal cal R/R/ tt
МПаМПа
11 381381 9,559,55 222,25222,25 537,9537,9 191,7191,7 187,47187,47
22 381381 9,639,63 222,25222,25 537,9537,9 194,5194,5 188,23188,23
33 381381 9,149,14 222,25222,25 553,1553,1 190,3190,3 190,98190,98
44 381381 9,149,14 222,25222,25 553,1553,1 190,3190,3 190,98190,98
55 381381 9,229,22 114,3114,3 533,1533,1 322,8322,8 342,96342,96
66 381381 9,329,32 25,425,4 533,1533,1 486,9486,9 522,06522,06
77 381381 9,379,37 25,425,4 533,1533,1 481,4481,4 522,20522,20
88 381381 9,509,50 83,8283,82 560,7560,7 384,8384,8 432,56432,56
99 381381 9,409,40 83,8283,82 560,7560,7 387,6387,6 432,23432,23
1010 381381 9,969,96 224,0224,0 563,4563,4 206,9206,9 202,86202,86
1111 381381 9,539,53 177,8177,8 532,4532,4 216,6216,6 233,40233,40
1212 381381 9,539,53 177,8177,8 534,4534,4 227,6227,6 234,28234,28
1313 381381 9,539,53 177,8177,8 495,2495,2 226,2226,2 217,10217,10
1414 381381 9,539,53 177,8177,8 495,2495,2 223,4223,4 217,10217,10
1515 381381 9,539,53 137,2137,2 518,6518,6 293,8293,8 292,22292,22
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THROUGH CRACK - experimentTHROUGH CRACK - experiment
NN R, ммR, мм t, ммt, мм 2l ,мм2l ,мм в ,МПав ,МПаPexp R/ tPexp R/ t
МПаМПа
Pcal R/ tPcal R/ tМПаМПа
1616 381381 9,539,53 162,6162,6 551,7551,7 267,6267,6 262,56262,56
1717 381381 9,539,53 162,6162,6 862,1862,1 309,0309,0 410,29410,29
1818 381381 9,539,53 162,6162,6 583,4583,4 205,5205,5 277,65277,65
1919 381381 9,149,14 137,7137,7 648,3648,3 297,2297,2 355,49355,49
2020 381381 9,149,14 138,9138,9 648,3648,3 285,5285,5 352,28352,28
2121 381381 9,149,14 139,7139,7 688,3688,3 304,1304,1 376,20376,20
2222 381381 9,179,17 152,4152,4 589,0589,0 269,6269,6 298,93298,93
2323 381381 9,179,17 152,4152,4 583,4583,4 272,3272,3 296,08296,08
2424 381381 9,179,17 152,4152,4 580,0580,0 257,9257,9 294,36294,36
2525 381381 9,129,12 152,4152,4 641,4641,4 266,1266,1 325,50325,50
2626 381381 8,338,33 381381 587,6587,6 126,2126,2 94,9294,92
2727 381381 8,338,33 508,0508,0 587,6587,6 100,7100,7 64,6964,69
2828 381381 8,338,33 222,25222,25 587,6587,6 217,9217,9 184,54184,54
2929 381381 8,338,33 177,8177,8 558,6558,6 222,0222,0 233,30233,30
3030 381381 8,338,33 279,4279,4 557,2557,2 182,7182,7 120,66120,66
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Leak before breakLeak before break
crsurfacethrough ,)(
cr
crcrthrough
121
1212
2
Precondition of the leak before break phenomenon
Precondition of the leak before break phenomenon
- net thickness section
The boundary between leak and break is obtainedThe boundary between leak and break is obtained
11,0, surfacethroughsurface
Then
cr
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Leak before breakLeak before break
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 1 2 3 4
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 1 2 3 4
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 1 2 3 4
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 1 2 3 4
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Leak before breakLeak before break
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 1 2 3 4
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0 1 2 3 4
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
0.45
0 1 2 3 4
IPS NASU
CONCUSIONSCONCUSIONS
1.1. The limit load used in the criteria formulation of The limit load used in the criteria formulation of fracture mechanics originated from the theory of fracture mechanics originated from the theory of plasticity and should be treated by appropriate plasticity and should be treated by appropriate methods. methods.
2.2. The theoretical models of ductile failure of The theoretical models of ductile failure of defected bodies provides understanding of the defected bodies provides understanding of the ductile failure mechanisms, establishes the ductile failure mechanisms, establishes the dimensionless parameters that have the most dimensionless parameters that have the most influence on the limit load.influence on the limit load.
3.3. Theoretical models can be used for choosing the Theoretical models can be used for choosing the analytical pattern in constructing empirical analytical pattern in constructing empirical formulas and the checkpoints when performing formulas and the checkpoints when performing the FEM calculations.the FEM calculations.