null field integral equation approach for engineering problems with circular boundaries
DESCRIPTION
應用數學系. National Taiwan Ocean University MSVLAB Department of Harbor and River Engineering. Null field integral equation approach for engineering problems with circular boundaries. J. T. Chen Ph.D. 陳正宗 終身特聘教授 Taiwan Ocean University Keelung, Taiwan June 22-23, 2007 中山大學 高雄. cmc2007.ppt. - PowerPoint PPT PresentationTRANSCRIPT
1
Null field integral equation approach Null field integral equation approach for engineering problems with circular for engineering problems with circular boundaries boundaries
J. T. Chen Ph.D.陳正宗 終身特聘教授
Taiwan Ocean UniversityKeelung, Taiwan
June 22-23, 2007中山大學 高雄
cmc2007.ppt
National Taiwan Ocean University
MSVLABDepartment of Harbor and River
Engineering 應用數學系
2
Research collaborators Research collaborators
Dr. I. L. Chen Dr. K. H. ChenDr. I. L. Chen Dr. K. H. Chen Dr. S. Y. Leu Dr. W. M. LeeDr. S. Y. Leu Dr. W. M. Lee Mr. Y. T. LeeMr. Y. T. Lee Mr. W. C. Shen Mr. C. T. Chen Mr. G. C. HsiaoMr. W. C. Shen Mr. C. T. Chen Mr. G. C. Hsiao Mr. A. C. Wu Mr.P. Y. ChenMr. A. C. Wu Mr.P. Y. Chen Mr. J. N. Ke Mr. H. Z. Liao Mr. J. N. Ke Mr. H. Z. Liao
3URL: http://ind.ntou.edu.tw/~msvlab E-mail: [email protected] 海洋大學工學院河工所力學聲響振動實驗室 nullsystem2007.ppt`
Elasticity & Crack Problem
Laplace Equation
Research topics of NTOU / MSV LAB on null-field BIEs (2003-2007)
Navier Equation
Null-field BIEM
Biharmonic Equation
Previous research and project
Current work
(Plate with circulr holes)
BiHelmholtz EquationHelmholtz Equation
(Potential flow)(Torsion)
(Anti-plane shear)(Degenerate scale)
(Inclusion)(Piezoleectricity)
(Beam bending)
Torsion bar (Inclusion)Imperfect interface
Image method(Green function)
Green function of half plane (Hole and inclusion)
(Interior and exteriorAcoustics)
SH wave (exterior acoustics)(Inclusions)
(Free vibration of plate)Indirect BIEM
ASME JAM 2006MRC,CMESEABE
ASMEJoM
EABE
CMAME 2007
SDEE
JCA
NUMPDE revision
JSV
SH wave
Impinging canyonsDegenerate kernel for ellipse
ICOME 2006
Added mass
李應德Water wave impinging circul
ar cylinders
Screw dislocation
Green function foran annular plate
SH wave
Impinging hillGreen function of`circular inc
lusion (special case:static)
Effective conductivity
CMC
(Stokes flow)
(Free vibration of plate) Direct BIEM
(Flexural wave of plate)
4
Overview of numerical Overview of numerical methodsmethods
Finite Difference M ethod Finite Element M ethod Boundary Element M ethod
M esh M ethods M eshless M ethods
Numerical M ethods
4
PDE- variational IEDE
Domain
BoundaryMFS,Trefftz method MLS, EFG
開刀 把脈
針灸
國科會專題報導 : 中醫式的工程分析法
5
Prof. C B Ling (1909-1993)Prof. C B Ling (1909-1993)Fellow of Academia SinicaFellow of Academia Sinica
He devoted himself to solve BVPs
with holes.
PS: short visit (J T Chen) of Academia Sinica 2006 summer `
C B Ling (mathematician and expert in mechanics)
6
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples Study of spurious solutionStudy of spurious solution SVD techniqueSVD technique ConclusionsConclusions
7
MotivationMotivation
Numerical methods for engineering problemsNumerical methods for engineering problems
FDM / FEM / BEM / BIEM / Meshless methodFDM / FEM / BEM / BIEM / Meshless method
BEM / BIEM (mesh required)BEM / BIEM (mesh required)
Treatment of siTreatment of singularity and hyngularity and hypersingularitypersingularity
Boundary-layer Boundary-layer effecteffect
Ill-posed modelIll-posed modelConvergence Convergence raterate
Mesh free for circular boundaries ?Mesh free for circular boundaries ?
8
Motivation and literature reviewMotivation and literature review
Fictitious Fictitious BEMBEM
BEM/BEM/BIEMBIEM
Null-field Null-field approachapproach
Bump Bump contourcontour
Limit Limit processprocess
Singular and Singular and hypersingularhypersingular
RegulRegularar
Improper Improper integralintegral
CPV and CPV and HPVHPV
Ill-Ill-posedposed
FictitiFictitious ous
bounboundarydary
CollocatCollocation ion
pointpoint
9
Present approachPresent approach
1.1.No principal No principal valuevalue 2. Well-posed2. Well-posed
3. No boundary-laye3. No boundary-layer effectr effect
4. Exponetial converg4. Exponetial convergenceence
5. Meshless 5. Meshless
(s, x)eK
(s, x)iK
Advantages of Advantages of degenerate kerneldegenerate kernel
(x) (s, x) (s) (s)BK dBj f=ò
DegeneratDegenerate kernele kernel
Fundamental Fundamental solutionsolution
CPV and CPV and HPVHPV
No principal No principal valuevalue
(x) (s)(x) (s) (s)B
db Baj f=ò 2
1 1( ), ( )
x s x sO O
- -
(x) (s)a b
10
Engineering problem with arbitrary Engineering problem with arbitrary geometriesgeometries
Degenerate Degenerate boundaryboundary
Circular Circular boundaryboundary
Straight Straight boundaryboundary
Elliptic Elliptic boundaryboundary
a(Fourier (Fourier series)series)
(Legendre (Legendre polynomial)polynomial)
(Chebyshev poly(Chebyshev polynomial)nomial)
(Mathieu (Mathieu function)function)
11
Motivation and literature reviewMotivation and literature review
Analytical methods for solving Laplace problems
with circular holesConformal Conformal mappingmapping
Bipolar Bipolar coordinatecoordinate
Special Special solutionsolution
Limited to doubly Limited to doubly connected domainconnected domain
Lebedev, Skalskaya and Uyand, 1979, “Work problem in applied mathematics”, Dover Publications
Chen and Weng, 2001, “Torsion of a circular compound bar with imperfect interface”, ASME Journal of Applied Mechanics
Honein, Honein and Hermann, 1992, “On two circular inclusions in harmonic problem”, Quarterly of Applied Mathematics
12
Fourier series approximationFourier series approximation
Ling (1943) - Ling (1943) - torsiontorsion of a circular tube of a circular tube Caulk et al. (1983) - Caulk et al. (1983) - steady heat conducsteady heat conduc
tiontion with circular holes with circular holes Bird and Steele (1992) - Bird and Steele (1992) - harmonic and harmonic and
biharmonicbiharmonic problems with circular hol problems with circular holeses
Mogilevskaya et al. (2002) - Mogilevskaya et al. (2002) - elasticityelasticity pr problems with circular boundariesoblems with circular boundaries
13
Contribution and goalContribution and goal
However, they didn’t employ the However, they didn’t employ the null-field integral equationnull-field integral equation and and degenerate kernelsdegenerate kernels to fully to fully capture the circular boundary, capture the circular boundary, although they all employed although they all employed Fourier Fourier series expansionseries expansion..
To develop a To develop a systematic approachsystematic approach for solving Laplace problems with for solving Laplace problems with multiple holesmultiple holes is our goal. is our goal.
14
Outlines (Direct problem)Outlines (Direct problem)
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples ConclusionsConclusions
15
Boundary integral equation Boundary integral equation and null-field integral equationand null-field integral equation
Interior case Exterior case
cD
D D
x
xx
xcD
s
s
(s, x) ln x s ln
(s, x)(s, x)
n
(s)(s)
n
U r
UT
jy
= - =
¶=
¶
¶=
¶
0 (s, x) (s) (s) (s, x) (s) (s), x c
B BT dB U dB Dj y= - Îò ò
(x) . . . (s, x) (s) (s) . . . (s, x) (s) (s), xB B
C PV T dB R PV U dB Bpj j y= - Îò ò
2 (x) (s, x) (s) (s) (s, x) (s) (s), xB BT dB U dB Dpj j y= - Îò ò
x x
2 (x) (s, x) (s) (s) (s, x) (s) (s), xB BT dB U dB D Bpj j y= - Î Èò ò
0 (s, x) (s) (s) (s, x) (s) (s), x c
B BT dB U d D BBj y= - Î Èò ò
Degenerate (separate) formDegenerate (separate) form
16
Outlines (Direct problem)Outlines (Direct problem)
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples Degenerate scaleDegenerate scale ConclusionsConclusions
17
Gain of introducing the degenerate Gain of introducing the degenerate kernelkernel
(x) (s, x) (s) (s)BK dBj f=ò
Degenerate kernel Fundamental solution
CPV and HPV
No principal value?
0
(x) (s)(x) (s) (s)jBj
ja dBbj f¥
=
= åò
0
0
(s,x) (s) (x), x s
(s,x)
(s,x) (x) (s), x s
ij j
j
ej j
j
K a b
K
K a b
¥
=
¥
=
ìïï = <ïïïï=íïï = >ïïïïî
å
åinterior
exterior
18
How to separate the regionHow to separate the region
19
Expansions of fundamental solution Expansions of fundamental solution and boundary densityand boundary density
Degenerate kernel - fundamental Degenerate kernel - fundamental solutionsolution
Fourier series expansions - boundary Fourier series expansions - boundary densitydensity
1
1
1( , ; , ) ln ( ) cos ( ),
(s, x)1
( , ; , ) ln ( ) cos ( ),
i m
m
e m
m
U R R m Rm R
UR
U R m Rm
rq r f q f r
q r f r q f rr
¥
=
¥
=
ìïï = - - ³ïïïï=íïï = - - >ïïïïî
å
å
01
01
(s) ( cos sin ), s
(s) ( cos sin ), s
M
n nn
M
n nn
u a a n b n B
t p p n q n B
q q
q q
=
=
= + + Î
= + + Î
å
å
20
Separable form of fundamental Separable form of fundamental solution (1D)solution (1D)
-10 10 20
2
4
6
8
10
Us,x
2
1
2
1
(x) (s), s x
(s, x)
(s) (x), x s
i ii
i ii
a b
U
a b
=
=
ìïï ³ïïïï=íïï >ïïïïî
å
å
1(s x), s x
1 2(s, x)12
(x s), x s2
U r
ìïï - ³ïïï= =íïï - >ïïïî
-10 10 20
-0.4
-0.2
0.2
0.4
Ts,x
s
Separable Separable propertyproperty
continuocontinuousus
discontidiscontinuousnuous
1, s x
2(s, x)1
, x s2
T
ìïï >ïïï=íï -ï >ïïïî
21-20 -15 -10 -5 0 5 10 15 20-20
-15
-10
-5
0
5
10
15
20
Separable form of fundamental Separable form of fundamental solution (2D)solution (2D)
-20 -15 -10 -5 0 5 10 15 20-20
-15
-10
-5
0
5
10
15
20
Ro
s ( , )R q=
x ( , )r f=
iU
eU
r
1
1
1( , ; , ) ln ( ) cos ( ),
(s, x)1
( , ; , ) ln ( ) cos ( ),
i m
m
e m
m
U R R m Rm R
UR
U R m Rm
rq r f q f r
q r f r q f rr
¥
=
¥
=
ìïï = - - ³ïïïï=íïï = - - >ïïïïî
å
å
x ( , )r f=
22
Boundary density discretizationBoundary density discretization
Fourier Fourier seriesseries
Ex . constant Ex . constant elementelement
Present Present methodmethod
Conventional Conventional BEMBEM
23
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples ConclusionsConclusions
24
Adaptive observer systemAdaptive observer system
( , )r f
collocation collocation pointpoint
25
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples ConclusionsConclusions
26
Vector decomposition technique for Vector decomposition technique for potential gradientpotential gradient
zx
z x-
(s, x) 1 (s, x)(s, x) cos( ) cos( )
2
U ULr
pz x z x
r r f¶ ¶
= - + - +¶ ¶
(s, x) 1 (s, x)(s, x) cos( ) cos( )
2
T TM r
pz x z x
r r f¶ ¶
= - + - +¶ ¶
Special case Special case (concentric case) :(concentric case) :
z x=
(s, x)(s, x)
ULr r
¶=
¶(s, x)
(s, x)T
M r r¶
=¶
Non-Non-concentric concentric
case:case:
(x)2 (s, x) (s) (s) (s, x) (s) (s), x
(x)2 (s, x) (s) (s) (s, x) (s) (s), x
B B
B B
uM u dB L t dB D
uM u dB L t dB D
r r
ff
p
p
¶= - Î
¶¶
= - ζ
ò ò
ò ò
n
t
nt
t
n
True normal True normal directiondirection
27
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples ConclusionsConclusions
28
{ }
0
1
2
N
ì üï ïï ïï ïï ïï ïï ïï ïï ï=í ýï ïï ïï ïï ïï ïï ïï ïï ïî þ
t
t
t t
t
M
Linear algebraic equationLinear algebraic equation
[ ]{ } [ ]{ }U t T u=
[ ]
00 01 0
10 11 1
0 1
N
N
N N NN
é ùê úê úê ú= ê úê úê úê úë û
U U U
U U UU
U U U
L
L
M M O M
L
whwhereere
Column vector of Column vector of Fourier coefficientsFourier coefficients(Nth routing circle)(Nth routing circle)
0B1B
Index of Index of collocation collocation
circlecircle
Index of Index of routing circle routing circle
29
Physical meaning of influence Physical meaning of influence coefficientcoefficient
kth circularboundary
xmmth collocation point
on the jth circular boundary
jth circular boundary
Physical meaning of the influence coefficient )( mncjkU
cosnθ, sinnθboundary distributions
30
Flowchart of present methodFlowchart of present method
0 [ (s, x) (s) (s, x) (s)] (s)BT u U t dB= -ò
Potential Potential of domain of domain
pointpointAnalytiAnalyticalcal
NumeriNumericalcal
Adaptive Adaptive observer observer systemsystem
DegeneratDegenerate kernele kernel
Fourier Fourier seriesseries
Linear algebraic Linear algebraic equation equation
Collocation point and Collocation point and matching B.C.matching B.C.
Fourier Fourier coefficientscoefficients
Vector Vector decompodecompo
sitionsition
Potential Potential gradientgradient
31
Comparisons of conventional BEM and present Comparisons of conventional BEM and present
methodmethod
BoundaryBoundarydensitydensity
discretizatiodiscretizationn
AuxiliaryAuxiliarysystemsystem
FormulatiFormulationon
ObservObserverer
systemsystem
SingulariSingularityty
ConvergenConvergencece
BoundarBoundaryy
layerlayereffecteffect
ConventionConventionalal
BEMBEM
Constant,Constant,linear,linear,
quadratic…quadratic…elementselements
FundamenFundamentaltal
solutionsolution
BoundaryBoundaryintegralintegralequationequation
FixedFixedobservobserv
erersystemsystem
CPV, RPVCPV, RPVand HPVand HPV LinearLinear AppearAppear
PresentPresentmethodmethod
FourierFourierseriesseries
expansionexpansion
DegeneratDegeneratee
kernelkernel
Null-fieldNull-fieldintegralintegralequationequation
AdaptivAdaptivee
observobserverer
systemsystem
DisappeaDisappearr
ExponentiaExponentiall
EliminatEliminatee
32
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples ConclusionsConclusions
33
Numerical examplesNumerical examples
Laplace equation Laplace equation (EABE 2005, EABE 2007) (EABE 2005, EABE 2007) (CMES 2006, JAM-ASME 2007, JoM2007)(CMES 2006, JAM-ASME 2007, JoM2007) (CMA2007,MRC 2007, NUMPDE revision)(CMA2007,MRC 2007, NUMPDE revision) Membrane eigenproblem Membrane eigenproblem (JCA 2007)(JCA 2007) Exterior acoustics Exterior acoustics (CMAME 2007, SDEE 2007(CMAME 2007, SDEE 2007)) Biharmonic equation Biharmonic equation (JAM-ASME 2006(JAM-ASME 2006)) Plate eigenproblem Plate eigenproblem (JSV 2007)(JSV 2007)
34
Laplace equationLaplace equation
A circular bar under torqueA circular bar under torque
(free of mesh generation)(free of mesh generation)
35
Torsion bar with circular holes Torsion bar with circular holes removedremoved
The warping The warping functionfunction
Boundary conditionBoundary condition
wherewhere
2 ( ) 0,x x DjÑ = Î
j
sin cosk k k kx yn
jq q
¶= -
¶ kB
2 2cos , sini i
i ix b y b
N N
p p= =
2 k
N
p
a
a
ab q
R
oonn
TorqTorqueue
36
Axial displacement with two circular Axial displacement with two circular holesholes
Present Present method method (M=10)(M=10)
Caulk’s data Caulk’s data (1983)(1983)
ASME Journal of Applied ASME Journal of Applied MechanicsMechanics -2
-1.5
-1
-0.5
0
0.5
1
1.5
2
-2-1.5-1-0.500.511.52
Dashed line: exact Dashed line: exact solutionsolution
Solid line: first-order Solid line: first-order solutionsolution
37
Torsional rigidityTorsional rigidity
?
38
Extension to inclusionExtension to inclusion
Anti-plane elasticity problemsAnti-plane elasticity problems
(free of boundary layer (free of boundary layer effect)effect)
39
Two circular inclusions with Two circular inclusions with centers on the centers on the yy axis axis
0 1 2 3 4 5 6 ( in radians)
- 2
0
2
4
Str
esse
s ar
ound
incl
usio
n of
rad
ius
r 1
Mzr / Izr / Mz / Iz /
Hon
ein
Hon
ein
et a
l.et
al. ’
sdat
a (1
992)
’sda
ta (
1992
)
Present method (L=20)Present method (L=20)
Equilibrium of tractionEquilibrium of traction
40
Convergence test and Convergence test and boundary-layer effectboundary-layer effect analysisanalysis
2.04
2.08
2.12
2.16
2.2
2.24
2.28
Str
ess
co
nce
ntra
tion
fact
or
P . S . S te if (1989)Present m ethod
BEM -BEPO 2D
0
11 21 31 41 51 61 71
N um ber of degrees of freedom (nodes)0
0 5 10 15 20 25 30 35
N um ber of degrees of freedom (term s of Fourier series, L)0.01 0.1 1
/r1
1
10
z
/
Paul S . S te if (1989)P resent m ethod (L=10)P resent m ethod (L=20)
BEM -BEP O 2D (node=41)
2d
e
boundary-layer effectboundary-layer effect
41
Numerical examplesNumerical examples
Biharmonic equationBiharmonic equation (exponential convergence)(exponential convergence)
42
Plate problemsPlate problems
1B
4B
3B
2B1O
4O
3O
2O
Geometric data:
1 20;R 2 5;R
( ) 0u s 1B( ) 0s
1 (0,0),O 2 ( 14,0),O
3 (5,3),O 4 (5,10),O 3 2;R 4 4.R
( ) sinu s
( ) 1u s
( ) 1u s
( ) 0s
( ) 0s
( ) 0s
2B
3B
4B
and
and
and
and
on
on
on
on
Essential boundary conditions:
(Bird & Steele, 1991)
43
Contour plot of displacementContour plot of displacement
-20 -15 -10 -5 0 5 10 15 20-20
-15
-10
-5
0
5
10
15
20
-20 -15 -10 -5 0 5 10 15 20-20
-15
-10
-5
0
5
10
15
20
Present method (N=101)
Bird and Steele (1991)
FEM (ABAQUS)FEM mesh
(No. of nodes=3,462, No. of elements=6,606)
44
Stokes flow problemStokes flow problem
1
2 1R
e
1 0.5R
1B
Governing equation:
4 ( ) 0,u x x
Boundary conditions:
1( )u s u and ( ) 0.5s on 1B
( ) 0u s and ( ) 0s on 2B
2 1( )
e
R R
Eccentricity:
Angular velocity:
1 1
2B
(Stationary)
45
0 80 160 240 320 400 480 560 640
0.0736
0.074
0.0744
0.0748
0 80 160 240 320
Comparison forComparison for 0.5
DOF of BIE (Kelmanson)
DOF of present method
BIE (Kelmanson) Present method Analytical solution
(160)
(320)(640)
u1
(28)
(36)
(44)(∞)
Algebraic convergence
Exponential convergence
46
Contour plot of Streamline forContour plot of Streamline for
-1 -0.8 -0.6 -0.4 -0.2 0 0.2 0.4 0.6 0.8 1-1
-0.8
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
0.8
1
Present method (N=81)
Kelmanson (Q=0.0740, n=160)
Kamal (Q=0.0738)
e
Q/2
Q
Q/5
Q/20-Q/90
-Q/30
0.5
0
Q/2
Q
Q/5
Q/20-Q/90
-Q/30
0
47
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples Discussions of spurious eigenvaluesDiscussions of spurious eigenvalues SVDSVD ConclusionsConclusions
48
Disclaimer (commercial Disclaimer (commercial code)code)
The concepts, methods, and examples usiThe concepts, methods, and examples using our software are for illustrative and edng our software are for illustrative and educational purposes only. ucational purposes only.
Our cooperation assumes no liability or reOur cooperation assumes no liability or responsibility to any person or company for sponsibility to any person or company for direct or indirect damages resulting from direct or indirect damages resulting from the use of any information contained here.the use of any information contained here.
inherent weakness ?inherent weakness ? mismisinterpretation ? User interpretation ? User 當自強當自強
49
Eccentric membrane Eccentric membrane (true and spurious eignevalues)(true and spurious eignevalues)
U T formulationSingular integral equations
L M formulationHypersingular formulation
spuriousspurious
Chen et al., 2001, Proc. Royal Soc. London Ser. A
50
SVD Technique (Google SVD Technique (Google searching) searching)
nnnmmmnm VUC
][][][][
[C] SVD decomposition
[U] and [V} left and right unitary vectors
nm
nm
n
,
00
00
0
0
][ 1
11 nn
51
Physical meaning of SVD Physical meaning of SVD
1 2 3 1 2 3 =[ ] =[ ]TF 變形前變形後
假根 真根Chen et al., 2002, Int. J. Comp. Numer. Anal. Appl.
先拉再轉 先轉再拉
52
[ ] tt
d
UC
U
(SVD updating terms)
Find true eigenvalue
SVD updating terms SVD updating terms SVD updating documentSVD updating document
52
[ ] d R LC U U (SVD updating document)Find spurious eigenvalue
Chen et al., 2003, Proc. Royal Soc. London Ser. A
53
Eccentric membrane Eccentric membrane (SVD updating for (SVD updating for truetrue eigenvalues) eigenvalues)
Dirichelet case
Neumann case T M
UL
54
Eccentric membrane Eccentric membrane (SVD updating for (SVD updating for spuriousspurious eigenvalues) eigenvalues)
U T
L M
55
Eccentric plate Eccentric plate
R1
R2
eo1 o2
Case 1: Geometric data:R1=1m
R2=0.4m
e=0.0~ 0.5mthickness=0.002mBoundary condition:Inner circle : clampedOuter circle: clamped
Figure 1. A clamped-clamped annular-like plate with one circular hole of radius 0.4 m
56
Eigenvalue versus eccentricity Eigenvalue versus eccentricity
0 0.1 0.2 0.3 0.4 0.54
5
6
7
8
9
10
Eccentricity
Fre
qu
en
cy p
ara
me
ter
First mode
Second mode
Third mode
Fourth mode
Spurious mode
Figure 2. Effect of the eccentricity e on the natural frequency parameter for the clamped- clamped annular-like plate (R1=1.0, R2 = 0.4)
57
True boundary eigenmode True boundary eigenmode
0 17 34 51-0.5
0
0.5
1
Re
al
0 17 34 51-5
0
5
10x 10
-6
Ima
gin
e
Fourier coefficients
Outer boundary
Outer boundary
Inner boundary
Inner boundary
T
Figure 5. Real and imagine part of Fourier coefficients for first true boundary mode
( T =6.1716, e = 0.2, R2 = 0.4m)
R1
R2
eo1 o2
R1
R2
eo1 o2
58
Spurious boundary eigenmode Spurious boundary eigenmode
0 17 34 51-1
-0.5
0
0.5
Re
al
0 17 34 51-4
-2
0
2x 10
-4
Ima
gin
e
Fourier coefficients
Inner boundary
Inner boundary
Outer boundary
Outer boundary
Figure 6. Real and imagine part of Fourier coefficients for first spurious boundary mode ( =7.9906, e = 0.2, R2 = 0.4m) T
R1
R2
eo1 o2
R1
R2
eo1 o2
59
OutlinesOutlines
Motivation and literature reviewMotivation and literature review Mathematical formulationMathematical formulation
Expansions of fundamental solutionExpansions of fundamental solution and boundary densityand boundary density
Adaptive observer systemAdaptive observer system Vector decomposition techniqueVector decomposition technique Linear algebraic equationLinear algebraic equation
Numerical examplesNumerical examples ConclusionsConclusions
60
ConclusionsConclusions
A systematic approach using A systematic approach using degenerdegenerate kernelsate kernels, , Fourier seriesFourier series and and null-fielnull-field integral equationd integral equation has been successf has been successfully proposed to solve boundary valuully proposed to solve boundary value problems with circular boundaries.e problems with circular boundaries.
Numerical results Numerical results agree wellagree well with avai with available exact solutions and FEM (ABAQUlable exact solutions and FEM (ABAQUS) for S) for only few terms of Fourier seriesonly few terms of Fourier series..
SpuriousSpurious eigenvalues are examined. eigenvalues are examined.
61
ConclusionsConclusions
Free of boundary-layer effectFree of boundary-layer effect Free of singular integralsFree of singular integrals Well posedWell posed Exponetial convergenceExponetial convergence Mesh-free approachMesh-free approach
62
The EndThe End
Thanks for your kind attentions.Thanks for your kind attentions.Your comments will be highly apprYour comments will be highly appr
eciated.eciated.
URL: URL: http://http://msvlab.hre.ntou.edu.twmsvlab.hre.ntou.edu.tw//
63
64