A A kk--!! LOW REYNOLDS NUMBER TURBULENCE LOW REYNOLDS NUMBER TURBULENCE
MODEL FOR TURBULENT CHANNEL FLOW OFMODEL FOR TURBULENT CHANNEL FLOW OF
FENE-P FLUIDSFENE-P FLUIDS
P. R. ResendeCentro de Estudos de Fenómenos de Transporte, Universidade do Porto, Portugal
F. T. PinhoCentro de Estudos de Fenómenos de Transporte, Universidade do Porto, Portugal
B. A. YounisDep. Civil and Environmental Engineering, University of California, Davis, USA
K. KimDep. Mechanical Engineering,Hanbat National University, Daejeon, South Korea
R. SureshkumarDep. Biomedical and Chemical Engineering, Syracyse University, Syracuse, NY, USA
VIth Annual European Rheology Conference
7th-9th April 2010
Göteborg, Sweden
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden
Drag reduction: motivation
2
Drag reduction in fully-developed channel flow
Can a k-! model improve on k-" ?
0
5
10
15
20
25
30
1 10 100
014 9.319.2 15.625.0 19.742.4 27.663.5 33.5100 39153 43.8222 50.5
u+
y+
We!0
DR [%]
u+
= 2.5 ln y+
+ 5.5
u+
= 11.7 ln y+
-17.0
u+
= y+
Existing models (1st order)
k-": Pinho et al, JNNFM 154 (2008) 89
k-" improved:Pinho et al (2010) in prep
k-"-v2-f: Iaccarino et al,165(2010)376
Advantages:Valid across all BL (no damping)Better in BL with adverse pres. grad.
Disadvantages:Too sensitive to ! in free stream
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden
DNS cases: channel flow
2hu
1,x
2,y
Fully-developed channel flow
3
We!="u
!
2
#0
Re!=hu
!
"0
Re! = 395," = 0.9,L2= 900
We!= 25,DR = 18%
Low Drag Reduction High Drag Reduction
We!= 100,DR = 37%
DNS test/calibration cases
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 4
Closuresrequired
! ij , p ="p
#f Ckk( )Cij $ f L( )% ij&' () +
"p
#f Ckk + ckk( )cij
Cij
!
+ uk"cij"xk
# ckj"ui"xk
+ cik"u j
"xk
$
%&
'
() = #
* ij ,p+p
Rheological constitutive equation: FENE-P
Mij CTij NLT
ij
RACE
! ij = 2"sSij + ! ij ,p
!Ui
!xi
= 0Continuity:
Momentum balance:
!"Ui
"t+ !Uk
"Ui
"xk= #
"p
"xi+$s
"2Ui
"xk"xk#
"
"xk!uiuk( ) +
"% ik,p"xk
Reynolds decomposition:Overbar & upper-case: time-averaged quantitiesLower-case: fluctuating quantities
B = B+ b '
New model: Governing Equations
Independent of turbulence model
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 5
Conformation (RACE) equation
!Cij
"
+ ! uk#cij#xk
$ ckj#ui#xk
+ cik#u j
#xk
%
&'
(
)*
+
,--
.
/00= $ f Ckk( )Cij $ f L( )1 ij+, ./ $ f Ckk + ckk( )cij
CTijMij
NLTij
Model for NLTij essentially identical to that for k-", except in some coefficients/ functions
f Cmm( )NLTij
!=f Cmm( )
!fN1Cij
f Cmm( )!
" fN2 Ckj
#Ui
#xk+ Cik
#Uj
#xk
$
%&
'
()
*+,
-,
./,
0,
+ fN3Ckn
102SpqSpq
uium#Uj
#xk
#Um
#xn+ ujum
#Ui
#xk
#Um
#xn
$
%&
'
() +
1
102SpqSpq
#Uk
#xn
#Um
#xkCjnuium + Cinu jum( )
$
%&
'
()
$
%&&
'
())
" fN4 Cjn
#Uk
#xn
#Ui
#xk+ Cin
#Uk
#xn
#Uj
#xk+ Ckn
#Uj
#xn
#Ui
#xk+#Ui
#xn
#Uj
#xk
234
567
$
%&
'
() + fN5
4
15
8 N
91 s
Cmm: ij
fNi= f (We
!0, y
+)
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden
The specific dissipation rate: !
! !k32
l
1) Estimate of dissipation (large scale)
µT! !
k2
"
Chou (1945)![ ] =length
2
time3
!"uiu j = 2µT Sij !2
3"k# ij
µT= ! kl
How to determine l ? Generally difficult ! Various alternatives
k Transport equation
Prandtl- Kolmogorov closure for Reynolds Stress
6
Kolmogorov (1942)
! !"
k2) Specific dissipation rate:
µT! !
k
"
![ ] =1
time! is better behaved near walls,
but more sensitive far from walls
! "2#
Ck$ y2
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 7
Reynolds stress closure: eddy viscosity model (k-" & k-!)
!uiu j = 2"T Sij !2
3k#ij
Prandtl-Kolmogorov model
!TN= fµ
k
"N
!TP= fµCµ
PfµPCkk
k
"N
!N=
"N
Ckk
New model with Note: C
k= C
µ
Pinho et al (2010): k-"
!TN= Cµ fµ
k2
!"N
!T= !
T
N"!
T
P
!TP= Cµ fµCµ
PfµPCkk
k2
!"N
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 8
Transport equation for k
DV=!p
"#
#xkCik f Cmm + cmm( )ui + cik f Cmm + cmm( )ui$%
&'
(!p
"#
#xkf Cmm( )
Cik FU( )i+ CU( )
ijk
2
$
%)
&
'*
Cik FU( )i! fFUCkn
uiui
!xn
fFU = fFU We( ) f Cmm( )CUijk
!= " f#
1
uium$Ckj
$xm+ u jum
$Cik
$xm
%
&'(
)*"f#
7
f Cmm( )!
± u j
2Cik ± ui
2Cjk
+,-
./0
f!1 , f!7 = f! We( )
Essentially unchangedCoefficients & functions
!Dk
Dt= "!uiuk
#Ui
#xk" !ui
#k '
dxi"#p 'ui#xi
+$s
#2k
#xi#xi"$s
#ui#xk
#ui#xk
+#% ik , p
'ui
#xk" % ik , p
' #ui#xk
DV
!"V#"$D
ND
TPk
0
exact exactUnchanged(Newtonian)
PreviousModel
PreviousModel
!"N= !C
kk#
N
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 9
Viscoelastic stress work: "V
!V "1
#$ ik , p' %ui
%xk&'p
#(cik f Cmm + cmm( )
%ui%xk
)
*+
,
-.
f 'c 'ik!ui
!xk" f
#V $ f Cmm( )cik
!ui
!xk NLTii
f!V = f
!V We( )
Same model as in k-"
Unchanged
!V = f!V
"p
#$f Cmm( )
NLTii
2
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden
0 =d
dy!p +!s +
" fT#T$ k
%&'
()*dk
dy
+
,-
.
/0 + Pk 1 "Ck2
Nk +
!p
3d
dyf Cmm( )
Cnk FU( )n+CUnny
2
+
,-
.
/0 1!p
f Cmm( )3
NLTnn
2
Based on Newtonian model of Nagano & Hishida (1984)
!k= 1.1
fT = 1+ 3.5exp ! RT 150( )2"
#$%
Variable Prandtl numbers: Nagano & Shimada (1993), Park and Sung (1995)
10
Transport equation of k: final modeled form
New form
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 11
Specific rate of deformation: transport equation
!N=
"N
Cµk
D!N
Dt=1
Cµk
D"N
Dt#!
N
k
Dk
Dt
D!N
Dt= P
!N " #
!N +$
!N + D
!N
T+ D
!N
N+ E
!N
V
!D" N
Dt= C"
1
"kPk +
##xi
$s +$p + !%T&'
(
)*+
,-#" N
#xi
.
/0
1
23 4 C"
2
!" 2+ !
C"
k
$s
!+ %T
()*
+,-#k#xi
#"#xi
+ E" N
V
Viscous cross-diffusion (Bredberg et al. 2002)
D!N
Dt= P
!N " #
!N +$
!N + D
!N
T+ D
!N
N+ E
!N
V
Dk
Dt= P
k! "
N+#
k+ D
k
T+ D
k
N+ D
k
V! "
V
Production
Destruction
Redistribution
Turbulentdiffusion
Moleculardiffusion
Viscoelasticinteraction
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 12
Viscoelastic contribution to !: model
Definition
and model
E!N
V=1
CµkE
"N
V#!
kD
k
V+!
k"V
Slide 10Slide 9
E!NV " 2#s
#p
$ L2 % 3( )
&ui&xm
&
&xk
&
&xmf Cnn( ) f Cpp( )cqq' Cik
'(
)*
+,-
./0
Model of
E!NV " # fDR
! ! N2
kC!F1
!V
! NL2 # 3( )
2
+ C!F2 Cii f Ckk( )$% &'2$
%(
&
')
improved version relative to k-", it also incorporates effects of % & L2
fDR!= fDR
!We
0,",L2( )
E!N
V
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 13
Mean velocity 1: Re"0= 395; %=0.9, L2=900
0
5
10
15
20
25
30
100
101
102
We= 0
We= 25
We= 100
DNS- We= 25
DNS- We= 100
We= 0
We= 25
We= 100
u+
y+
u+
= 2.5 ln y+
+ 5.5
u+
= 11.7 ln y+
- 17.0
u+
= y+
k-!
k-"}
}
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 14
Turbulent kinetic energy: Re"0= 395; %=0.9, L2=900
0
1
2
3
4
5
6
7
1 10 100
DNS- Mansour (We= 0)DNS- We= 25DNS- We= 100We= 0We= 25We= 100We= 0We= 25We= 100
k+
y+
k-!
k-"}}
!T = Cµ fµk2
!"N1# Cµ
PfµPCkk( )
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden
Dissipation of k by solvent: Re"0= 395; %=0.9, L2=900
15
0
0.05
0.1
0.15
0.2
0.25
1 10 100
DNS- Mansour (We=0)DNS- We= 25DNS- We= 100We= 0We= 25We= 100We= 0We= 25We= 100
!+
y+
k-!
k-"}}
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden 16
NLTii: Re"0= 395; %=0.9, L2=900
-1000
0
1000
2000
3000
4000
5000
1 10 100
DNS- We= 25
DNS- We= 100
We= 0
We= 25
We= 100
We= 0
We= 25
We= 100
NLTii
*
y+
k-!
k-"}}
k-! low Re turbulence model for FENE-P fluids Resende, Pinho, Younis, Kim and Sureshkumar
CEFT-FEUP Centro de Estudos de Fenómenos de Transporte AERC 2010, Göteborg, Sweden
Conclusions, Future Work and Acknowledgments
- k-! model developed, it works well at Low DR and High DR (50%)
- Closure for elastic terms: similar to corresponding in k-"
- Slightly better than k-"
- More stable (easier convergence)
- Need for 2nd order Reynolds stress closures
- Need to extend models to Maximum DR, & % & L2
17
Acknowledgments - FundingFundação para a Ciência e TecnologiaProject PTDC/EQU-FTT/70727/2006