Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction
description
Transcript of Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction
![Page 1: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/1.jpg)
Towards an Integrated NEM-Model Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Reduction Lagrangian Strategy in
Fluid Structure Interaction Fluid Structure Interaction
F. Chinesta, D. Ryckelynck, F. Chinesta, D. Ryckelynck,
E. Cueto, D. GonzalezE. Cueto, D. Gonzalez
P. VillonP. Villon
LMSP UMR CNRS-ENSAM Paris (France)LMSP UMR CNRS-ENSAM Paris (France)I3A Universidad de Zaragoza (Spain)I3A Universidad de Zaragoza (Spain)
Laboratoire Roberval, UTC Compiegne (France)Laboratoire Roberval, UTC Compiegne (France)
![Page 2: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/2.jpg)
hh
1
1
km Hm
k
H
h uh
Cuu
When the element is too distorted: When the element is too distorted:
0 , h mH
h uu
![Page 3: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/3.jpg)
The Natural Element MethodThe Natural Element Method
Ix
Delaunay triangulation and Voronoï DiagramDelaunay triangulation and Voronoï Diagram
Empty circumcircle Empty circumcircle criterioncriterion
![Page 4: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/4.jpg)
Properties:Properties: Linear interpolation on the boundary Linear interpolation on the boundary ((-NEM / C-NEM)-NEM / C-NEM)
Linear consistencyLinear consistency
Partition of UnityPartition of Unity
Better accuracy than linear FEMBetter accuracy than linear FEM Meshless character: no sensibility to the distorsion Meshless character: no sensibility to the distorsion
of the of the Delaunay Delaunay triangles triangles The shape functions are CThe shape functions are C1 1 everywhere except at everywhere except at
the nodes positions.the nodes positions. If one proceeds in an updated Lagrangian If one proceeds in an updated Lagrangian
framework and the internal variables are defined at framework and the internal variables are defined at the nodes, remeshing, stabilization and field the nodes, remeshing, stabilization and field projections will be no more required.projections will be no more required.
i
ii xxxN )(
iiiii bNaNu i
i xN 1)(
![Page 5: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/5.jpg)
Generalized NewtonianGeneralized Newtonian FlowsFlows
EquationTranferHeat
dpvDiv
dDDTDIdp
t
t
f
f
0
0:),(2
)(
*
)(
*
)(
1
)(
1
)(
1)(
)()(
xNi
i
in
xNi
ii
Sibsoni
n
n
pxN
xp
vxNxv
LBB? No, but no LBB? No, but no locking !locking !The LBB problematic will be addressed later The LBB problematic will be addressed later
Power lawPower law
![Page 6: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/6.jpg)
iiiii bNaNu
![Page 7: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/7.jpg)
Vicoplasticity with Vicoplasticity with thermal couplingthermal coupling
![Page 8: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/8.jpg)
Themo-Elasto-Plasticity in Large Transformations Themo-Elasto-Plasticity in Large Transformations involving localization and refinementsinvolving localization and refinements
Z-ZZ-Z
![Page 9: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/9.jpg)
Interface TrackingInterface Tracking
![Page 10: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/10.jpg)
![Page 11: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/11.jpg)
1.0t 7.0t4.0t
1t
Vicsoelastic and two-phases flowsVicsoelastic and two-phases flows
![Page 12: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/12.jpg)
DD
YY
NN
AA
MM
II
CC
SS
![Page 13: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/13.jpg)
![Page 14: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/14.jpg)
![Page 15: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/15.jpg)
NEM-Hermite or NEM-Bubbles: NEM-Hermite or NEM-Bubbles:
A proper way to verify general LBB A proper way to verify general LBB conditions in mixed formulations.conditions in mixed formulations.
![Page 16: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/16.jpg)
Hermite approximationHermite approximation
++
NEM-Hermite: Mixed formulationsNEM-Hermite: Mixed formulations
Diffuse -MLSDiffuse -MLS NEM shape function
![Page 17: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/17.jpg)
22 ,,,,,1 yxyxyxp
![Page 18: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/18.jpg)
![Page 19: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/19.jpg)
NEM-Bubbles: Mixed formulationsNEM-Bubbles: Mixed formulations
b1 - NEM b2 - NEM
![Page 20: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/20.jpg)
NEM or Bubble-NEM shape function
b1 – NEM+
xyyxp ,,,1
b2 – NEM+
22 ,,,,,1 yxyxyxp
![Page 21: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/21.jpg)
![Page 22: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/22.jpg)
About Model ReductionAbout Model Reduction
« To represent a linear function « To represent a linear function 1000000 degrees of freedom 1000000 degrees of freedom
seem to be too much !! »seem to be too much !! »
![Page 23: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/23.jpg)
txu , ),( pi txu
ComputeCompute the best representation of the best representation of
x xu p
Ni
i
i
Pp
p
Ni
i
ip
i
x
xux
1
2
1
2
1
max
1u
2u
3u
4u
,0 ,0 ,, 11nn11 NNnn
ni
i
p
i
pi
p BU1
1 pp FUA
11 pppp FBAFUA 1 pTpT FBBAB
NxNNxN nxnnxnnx1nx1Nx1Nx1 nx1nx1
The Karhunen-Loève DecompositionThe Karhunen-Loève Decomposition
![Page 24: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/24.jpg)
0
)(
1)0,(
10300
,1
,0
2
2
tx
tx
x
T
tqx
T
txT
, , x, tx
T
t
T
A Numerical ExampleA Numerical Example
)(tq
t
00 1010 3030
11
*
2
2**
T
dx
TTd
t
TT
01.0
![Page 25: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/25.jpg)
0*1
0
*1
02
2*
dx
x
T
x
T
x
TTdx
x
TT
Taking into account the boundary condition at x=1Taking into account the boundary condition at x=1
0 **
0
**
0
*1
02
2* Tdx
x
T
x
TqTdx
x
T
x
T
x
TTdx
x
TT
xx
*
2
2**
T
dx
TTd
t
TT
*
0
**
* )(
T
tqTdx
T
x
Td
t
TT
x
iii-1i-1 i+1i+1 NN11
hh
)1(
101 ;1
1
ihx
NN
h
i
QTMTKM nnn 1
![Page 26: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/26.jpg)
QTMTKM nnn 1
,, 2010 tt TT
st 1.0
![Page 27: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/27.jpg)
tN
tN
tN
ttt
ttt
uuu
uuu
uuu
Q
3002010
3002
202
102
3001
201
101
TQQk
k
, ... , 11 NN
1
84
3
2
1
10
15.0
15.1
1790
)(
)(
)(
)(
03
2
1
xT
x
x
x
![Page 28: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/28.jpg)
k
)(
)(
)(
)(
03
2
1
xT
x
x
x
![Page 29: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/29.jpg)
NNNN xxxxT
xxxxT
xxxxT
B
3210
23222120
13121110
BT
Nx1Nx1
4x14x1
More than a significant More than a significant reduction !!reduction !!
![Page 30: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/30.jpg)
QBBMBBKMB nTnTnT 1
44 !!fo d ...4
![Page 31: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/31.jpg)
Solving « a similar » problemSolving « a similar » problem)(tq
t
00 1010 2020
11
3030
with the reduced with the reduced order approximation order approximation basis computed from basis computed from
the solution of the the solution of the previous problemprevious problem
)(tq
t
00 1010 3030
11
NNNN xxxxT
xxxxT
xxxxT
B
3210
23222120
13121110
![Page 32: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/32.jpg)
QTMTKM nnn 1
QBBMBBKMB nTnTnT 1 dof 4
dof 101
![Page 33: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/33.jpg)
Evaluating accuracy and Evaluating accuracy and enriching the approximation enriching the approximation
basisbasis)(tq
t
00 1010 2020
11
3030
-2-2
![Page 34: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/34.jpg)
QTMTKM nnn 1
![Page 35: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/35.jpg)
QTMTKM nnn 1
QBBMBBKMB nTnTnT 1 dof 4
dof 101
![Page 36: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/36.jpg)
QBBMBBKMB nTnTnT 1
QBMBKMR nnn 1 5106.2 R
R
RR
nT 1nT
![Page 37: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/37.jpg)
)(
)(
)(
3210
223222120
113121110
NNNNN xRxxxxT
xRxxxxT
xRxxxxT
B
QBBMBBKMB nTnTnT 1
QBMBKMR nnn 1* RR *
dof 5
nT 1nT
![Page 38: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/38.jpg)
Enrichment Based on the use of the Enrichment Based on the use of the Krylov’s Subspaces: an “a priori” StrategyKrylov’s Subspaces: an “a priori” Strategy
controlt
IFIF R IFIF R continuecontinue
1)0()0(1 nn BBKM MR
1)0( )0()0(1 )0( nTnTBBBKM MB
RBB ,)0()1( 1.000.000 dof 1.000.000 dof ~10 rdof~10 rdof
![Page 39: Towards an Integrated NEM-Model Reduction Lagrangian Strategy in Fluid Structure Interaction](https://reader035.fdocuments.in/reader035/viewer/2022062809/568159a3550346895dc6fa15/html5/thumbnails/39.jpg)
PerpectivesPerpectives
Reduction and LBB ???Reduction and LBB ???