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Numerical simulation of cavitating ow using the upstreamnite element method
Tomomi Uchiyama 1
School of Informatics and Sciences, Nagoya University, Furo-cho, Chikusa-ku, Nagoya 464-8601, Japan
Received 5 November 1996; received in revised form 12 January 1998; accepted 3 March 1998
Abstract
A nite element method is proposed to predict cavitating ows in arbitrarily shaped channels. An upwind scheme,
based on the PetrovGalerkin method using an exponential weighting function, is employed to eliminate the numerical
instability due to the advection term. The solution algorithm is parallel to a fractional step method. The calculation
domain is divided into quadrilateral elements. The pressure is dened at the centroid of the element and assumed to
be constant within the element. The other variables, such as the velocity and void fraction, are dened on the nodes.
Cavitating ows around a circular cylinder are simulated by the present nite element method. The cavitation occur-
rence relates closely to the vortex motion of the water in the sheared layer in accordance with experimental observa-
tions, and the cavitation regions almost coincide with the regions where cavitation bubbles are observed frequently
in experiments. This indicates that the present method is indeed applicable to the prediction of cavitating
ows. 1998 Elsevier Science Inc. All rights reserved.
Keywords: Computational uid dynamics; Cavitation; Upstream nite element method; Bubbly ow; Vortex
shedding
1. Introduction
Cavitation is one of the phenomena that must be taken into account when designing and op-
erating hydraulic machinery. Since cavitation in hydraulic machinery results not only in poor per-
formance but also noise, vibration and erosion, much attention has been devoted to methods for
predicting cavitating ow, especially numerical methods.
Based on the assumption that the ow is inviscid, various numerical methods have been thusfar proposed to simulate cavitating ows; the conformal mapping method [1,2], the singularity
method [35], and the panel method [6]. The ow around hydrofoil [1,4] and within a centrifugal
impeller [2,5] could be calculated using these inviscid ow models. Experimental observations
have revealed that the cavitation appearance relates closely to the viscous phenomena of the liq-
uid-phase, such as the boundary layer and the vortex motion. Recently, viscous ow models,
which regard the cavitating ow as the bubbly ow containing spherical bubbles, were introduced
Applied Mathematical Modelling 22 (1998) 235250
1 Fax: 81 52 789 5187; e-mail: [email protected].
0307-904X/98/$19.00 1998 Elsevier Science Inc. All rights reserved.
PII: S 0 3 0 7 - 9 0 4 X ( 9 8 ) 1 0 0 0 3 - 3
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to provide highly accurate calculations. In the viscous ow models, the NavierStokes equationincluding cavitation bubble is solved in conjunction with Rayleigh's equation governing the
change in the bubble radius. Kubota et al. [7] analyzed the ows around a hydrofoil by the nite
dierence method, and Shimada et al. [8] calculated the ow in a fuel injection pump for dieselengines by the control volume method. The predominating regions of high volumetric fraction
of bubbles obtained by these methods agree well with the cavitation regions observed experimen-
tally.
On the other hand, the analyses of ows in arbitrarily shaped channels are frequently nec-
essary to solve practical problems in many engineering elds. There is a growing tendency for
the nite element method to be employed in such analysis [9,10]. This is because the method
can represent precisely the geometry of the calculation domain and one can construct locally
ner computational meshes. The nite element method promises to analyze successfully cavita-
ting ows in an arbitrarily shaped channel, but it has been rarely applied to cavitating ow
analysis.
In this paper, a nite element method for cavitating ows is proposed. The analytical model,which was used for the nite dierence analysis of the bubbly ows in a rotating straight channel
in a previous paper [11], is modied and applied in the present method. This model largely cor-
responds to the aforementioned viscous ow model. The governing equations are solved by a -
nite element method based on a fractional step method [9]. An upwind scheme using an
exponential weighting function is employed in the nite element formulation to eliminate the nu-
merical instability due to the advection term. The cavitating ow around a circular cylinder is also
calculated by the present method. The appearance of cavitation relates closely to the vortex mo-
tion of the liquid in accordance with experimental observations [12], and the cavitation regions
calculated almost coincide with those observed in the experiment. Thus, the method is found
to be indeed applicable to the prediction of cavitating ows.
2. Basic equations
2.1. Assumptions
In a previous paper [11], the bubbly ows in a rotating straight channel were analyzed by the
nite dierence method using an analytical model proposed by Matsumoto et al. [13]. In the pre-
sent study, the model is modied and applied to the nite element analysis of cavitating ow. The
assumptions employed are as follows:
1. Cavitating ow is a bubbly ow, in which cavitation bubbles disperse uniformly and there is noslip velocity between the bubble and the liquid. This no slip assumption yields an appropriate
approximation when the bubbles are suciently small.2. The mass and momentum of the bubble are very small and negligible compared with those of
the liquid.
3. The liquid is incompressible. This assumption is parallel to that of the Kubota's study [7].
4. The gases inside the bubble are composed of a vapor and a non-condensable gas. The bubbles
change isothermally in volume, so the pressure of the vapor is constant. The non-condensable
gas obeys the perfect gas law, and the mass is conserved. These assumptions mean that the
liquid and the bubbles ow isothermally without phase change.
5. The bubbles maintain their spherical shape. This assumption is appropriate when the bubbles
are small.
6. Neither fragmentation nor coalescence of the bubble occurs.
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2.2. Governing equations
The conservation equations for the mass and momentum of the cavitating ow are expressed
by the following under assumptions (1)(3).
o
ot1 a
o
oi1 ai 0Y 1
oi
ot j
oi
oj
1
1 aq
o
oi
1
q
osij
ojY 2
where
sij loi
ojoj
oi
2
3dij
om
om
X
Here the void fraction a is dened with the use of a bubble radius r and a number density of bub-
ble nb,
a 4a3pr3nbY 3
where nb is constant all over the ow eld under assumptions (1) and (6).
The relationship between the bubble radius r and the static pressure of bubble is expressed by
the following equation when neglecting the eects of surface tension and viscous damping for sim-
plicity from the same viewpoint as Kubota's study [7] under assumptions Eqs. (3)(5).
rD2r
Dt2
3
2
Dr
Dt
2
1
qv
r0
r
3g0
!Y 4
D
Dt
o
ot j
o
ojY
where r0 and g0 are the bubble radius and the pressure of non-condensable gas inside the bubble
on the boundary upstream of the calculation domain . The calculations with considering the ef-
fects of surface tension and viscous damping were also carried out. The numerical results, such as
the void fraction distributions, were almost the same as those obtained by neglecting the eects.
The boundary of is postulated to consist of the inlet g0, the wall g1 and the outlet g2.The boundary conditions are assumed to be given as:
u "u on g0 and g1Ycjdij sij 0 on g2Y
5
where the overbar denotes a known value, and cj is the direction cosine of the unit vector normal
to the boundary with respect to the j axis.
3. Numerical method
3.1. Time-integration method
The governing equations, except for the algebraic equation (3), are solved by a nite element
method. In this section, the dierence equations are shown to outline the time-integration method.
The conservation equation of mass, Eq. (1):
1 an1 1 an
Dt
o
oi1 ann1i 0X 6
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The conservation equation of momentum, Eq. (2):
n1i ni Dt
nj
oni
oj
1
1 anq
on1
oi
1
q
osnij
oj !X 7
The equation governing the change in the bubble radius, Eq. (4):
rnfn1 fn
Dt nj
ofn
oj
3
2fn
2
1
qv
r0
rn
3g0
n1
!Y 8
where
fn1 rn1 rn
Dt nj
orn
ojX 9
The void fraction a is obtained from the following equation
an1 4a3prn13
nbX 10
When the ow at a time step t nDt is known, the solution at the next time step t n 1Dtcan be calculated by solving Eqs. (6)(10) simultaneously. For the simultaneous calculation ofEqs. (6) and (7), the following two-step procedure based on a fractional step method [9] is em-ployed.
In the rst step, the predicted velocity ~i is estimated by the following
~i ni Dt
nj
onioj
1
q
osnij
oj
X 11
When Eq. (11) is subtracted from Eq. (7), the following equation is obtained:
n1i ~i 1
1 anq
o/
oiY 12
where / is a function satisfyingn1 /aDtX 13
In order to calculate /, the following Poisson equation is derived by substituting Eq. (12) into
Eq. (6):
o
oi
o/
oi
q
an an1
Dt
o
oi1 an~i
& 'Y 14
where the boundary conditions for Eq. (14) are given by the following equations derived fromEq. (5):
o/aoc 0 on g0 and g1Y/ 0 on g2X
15
In the second step, n1i and n1 are calculated by substituting / obtained from Eq. (14) intoEqs. (12) and (13), respectively.
3.2. Finite element equations
The calculations in this study correspond to a two-dimensional ow eld. The calculation do-
main S is divided into quadrilateral elements. Fig. 1 shows an element. The pressure p is dened
at the center of each element and assumed to be constant within the element. The other variables
are dened on the vertices (nodes) of the element, and their values in the element are interpolated
using the shape function xb b 1 $ 4X xb is expressed in local coordinates ni i 1Y 2 as shownin Fig. 1 as follows:
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xb 1 n1n1b1 n2n2ba4 b 1Y 2Y 3Y 4Y 16where ni is dened in a region 1T niT 1Y and nib b 1 $ 4 denotes the ni coordinate of a nodebX
When applying the Galerkin method to the dierence equations (Eqs. (8), (9), (12)(14)), the
following nite element equations for each element are obtained:
wabfn1b wabf
nb p
n1aDtY 17
wabrn1b wabr
nb p
n2aDtY 18
wabn1ib wab~ib p
n3iaY 19
n1 a/aaeDtY 20
uab/b pn
4aY 21where
pn1a gabcjn
jbfnc wab
3fnb 2
2rnb
1
q
v
rnb
r30g0
rnb4
n1
rnb
2 34 5Y
pn2a gabcjn
jbrnc wabf
n1b Y p
n3ia gabci
/c
1 anbqY
pn4a wabanb a
n1b qaDt abi1 a
nbq~ibY
wab
xaxb dY a
xa dY gabcj
xaxb
oxc
ojdY uab
oxa
oj
oxb
ojdX
Here the void fraction at the node bY ab is calculated by the following:
ab 4a3prn1b
3nbX 22
The nite element equation for Eq. (11) is derived with the use of an upwind scheme of the
PetrovGalerkin type to eliminate the numerical instability due to the advection term. The up-
wind scheme using the exponential weighting function W proposed by Kakuda and Tosaka
[14] is employed in this study. The function W is expressed by
b e1n1n1b2n2n2bxbY 23
where 1 and 2 are given by the following, with constants j1 and j2,
1 j1n1ajujY 2 j2n2ajujX 24
Fig. 1. Quadrilateral element and local coordinates.
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The nite element equation for Eq. (11) in each element is expressed as:
qab~ib qabnib p
n5iaDtY 25
where
pn5ia eabcjn
jbnic
1
ql hab
nib h
iabj
njb
2
3h
jabi
nib
abt
nib
!Y
qab
axb dY eabcj
axb
oxc
ojdY hab
oa
oj
oxb
ojdY
hiabj
oa
oj
oxb
oidY ab
axb dgY t
nib cjs
nijbX
The void fraction an1 and the pressure n1 are obtained from Eqs. (10) and (20), respectively.
The other variables are calculated by the following equations, which are derived by assembling
the nite element equations for each element over the whole domain:
Mfn1 Mfn Fn1DtY 26
Mrn1 Mrn Fn2DtY 27
Mun1i M~ui Fn3iY 28
K/ Fn4Y 29
G~ui Guni F
n5iDtY 30
where
M
wabY K
uabY G
qabY
Fn1 pn
1aY Fn2 p
n2aY F
n3i p
n3iaY F
n4 p
n4aY F
n5i p
n5iaX
Here
denotes the assembly over the whole domain.
3.3. Numerical procedure
The numerical procedure is as follows:
1. Suppose the pressure at the time step n 1Yn1, to be equal to that at the step nYn.2. Calculate the bubble radius rn1 from Eqs. (26) and (27) with use of n1.
3. Calculate the void fraction an1 from Eq. (10) with use of rn1.
4. Calculate the predicted velocity of the liquid ~u from Eq. (30) with use of un.
5. Calculate the function / from Eq. (29) with use of an1 and ~u.
6. Calculate n1 and the liquid velocity un1 from Eqs. (20) and (28), respectively, with use of/.
7. Calculate the bubble radius ~rn1
from Eqs. (26) and (27) with use of n1
.8. When a condition rn1 ~rn1 is achieved in all elements, the ow properties at the time step
n 1 have been obtained by the above-mentioned calculations. If this condition is not attained,the estimated pressure n1 is increased in the element ifrn1 b ~rn1 or decreased in the elementif rn1 ` ~rn1. Then, the calculations from (1) to (7) are iterated until the condition rn1 ~rn1
is achieved in all elements. The criterion of convergence is taken as
jrn1 ~rn1arn1jT 0X1 102.The matrices in the nite element equations, such as wab and gabcj, are calculated by Gaussian
quadrature, where 2 2 Gauss points are used. The matrices wab and qab are lumped into diag-onal ones in order to save computer memory [15]. An LU decomposition method is used to solve
Eq. (29).
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4. Numerical results and discussion
4.1. Calculation condition
The cavitating ows around a circular cylinder, which were experimentally observed by Sato
[12], are used for the present calculations. Two kinds of cylinders with diameters D of 5 and
10 mm are used for the ows of Re 1X52 104 and 2X87 104, respectively, where Re is theReynolds number dened as q0hal, and 0 is the velocity of water upstream of the cylinder.
Fig. 2 shows the calculation domain and the nite elements. The width of the domain is set
10D, and the inlet and outlet boundaries are located 5D upstream and 13D downstream of the
cylinder, respectively. The number of elements is 3528, and the radial dimension of the elements
on the cylinder surface is 0.005D. The dimensionless time increment 0Dtah is 2X5 104, and the
constants j1 and j2 in Eq. (24) are set to be 0.4.
The boundary condition is summarized in Table 1. It is parallel to that used by Kakuda
and Tosaka [14] for their calculations of the water ow around a circular cylinder. At the inlet
Fig. 2. Calculation domain and nite elements.
Table 1
Boundary condition
Inlet boundary Uniform ow u1 u0, u2 0, r r0, d//dc 0Outlet boundary Traction free cj(dijp A sij) 0, / 0Cylinder surface No slip u1 u2 0, d//dc 0Channel lateral wall Full slip u2 0, d//dc 0
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boundary, an uniform ow is postulated in due consideration of the experimental condition. Atthe outlet, the uid traction is assumed zero, as mentioned in a previous chapter. A no slip con-
dition is prescribed on the cylinder surface, whereas a full slip condition is assumed on the lateral
boundaries of the calculation domain. The distributions of the number density and size of bubblenuclei in the experiment are not claried, but it is assumed that the initial bubble radius r0 is
30 106 m and that the number density of bubbles nb is 4X5 1010 in this calculation.
In order to examine the eect of the location of the computational domain's boundaries on the
numerical results, the calculation using a broader domain was also performed, where the width of
the domain is 15D and the outlet boundary is 20D downstream of the cylinder. The numerical
results, such as the void fraction distributions, were almost the same as those obtained by using
the domain shown in Fig. 2. This suggests that the domain in Fig. 2 is appropriate for the present
computation.
4.2. Results for non-cavitating conditions
Before cavitating ows were calculated, the numerical accuracy of the present nite elementmethod was evaluated under non-cavitating conditions. Fig. 3 shows the distributions of the
water velocity u for Re 1X52 104 and 2X87 104 at a time when the ows are suciently deve-loped under the non-cavitating condition. The ows separated from the cylinder surface generate
vortices behind the cylinder. The vortices ow downstream of the cylinder. The pressure distribu-
tions are also indicated in Fig. 3 by the contour lines of the pressure coecient gp. The vortices
yield low-pressure regions at their centers. The Strouhal number fha0 estimated from the vortexshedding frequency f is 0.24 for both Reynolds numbers, which is slightly larger than the mea-
sured one (.0.2).
Fig. 3. Distributions of velocity and pressure in water under non-cavitating conditions (interval between contour lines of
Cp is 0.2). (a) Re 1.52 104, (b) Re 2.87 104.
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The generation and shedding of the vortices make the ow around the cylinder unsteady, so thedrag coecient gD and the lift coecient gL of the cylinder change as functions of time tas shownin Fig. 4. The abscissa is the dimensionless time t 0tah. The time when the fully developedow is obtained is set to be t 0. The frequency ofgL coincides with that of the vortex sheddingfor both Reynolds numbers.
Fig. 5 shows the relationship between the time-averaged value of gD and Re. The present re-
sults at Re 1X52 104 and 2X87 104 are slightly larger than the measured ones. But, they canbe considered to be satisfactory when compared to the results obtained with a nite dierence
method [16] and a nite element method [14]. This indicates that the value for j1 and j2Y 0.4, usedin the present upwind scheme is appropriate.
The distributions of the time-averaged values ofgp on the cylinder surface at Re 1X52 104
and 2X87 104 are indicated in Fig. 6, where h is the azimuthal angle measured from the frontstagnation point of the cylinder. The relation gp 1 is satised at h 0Y and gp decreases mo-notonously with an increment in hX gp reaches a minimum at h 74 and remains almost unal-
tered in range of hP 90 due to the ow separation for both Reynolds numbers. The changein gp against h agrees approximately with the measured result Re 1X33 10
4 indicated bythe broken line in Fig. 6, though the calculated values are slightly lower than the measured ones
except near the front stagnation point.
4.3. Results for cavitating conditions
When the pressure upstream of the cylinder, 0Y and hence the cavitation number, rY aredecreased at a constant Reynolds number, Re, a region of high void fraction, aY that is a cavity,
Fig. 4. CD and CL under non-cavitating conditions.
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appears locally. The ow oscillates with almost a constant period under such cavitating condi-
tions.
Fig. 7 shows the distributions of the void fraction a at four times in the oscillation period, forRe 1X52 104 and r 3X6. The ow eld at t 0 corresponds to the fully developed one undernon-cavitating conditions. In this study, the cavity is dened as a region where a is more than 0.01
and indicated by the contour lines ofa. The interval between the contours is 0.02. Cavities appearon the cylinder surface as shown in Fig. 7(a). In Fig. 7(b), one of them grows on the cylinder sur-
face, and the others move away from the cylinder while their a values decrease. A cavity is ob-
served just behind the cylinder as shown in Fig. 7(c). Part of it grows abruptly into a very
large-scale cavity (darkened area) as seen in Fig. 7(d), where the maximum value ofa is 0.81.
Fig. 8 shows the distributions of water velocity at each of the four times shown in Fig. 7. The
ows separated from the cylinder surface generate vortices behind the cylinder. The cavitation re-
gions shown in Fig. 7 almost coincide with the regions in which the vortices occur. This is because
Fig. 6. Distribution of Cp on cylinder surface under non-cavitating conditions.
Fig. 5. Relationship between time-averaged CD and Re under non-cavitating conditions.
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the bubble volume expands in the center of the vortex, where the pressure reaches a minimumvalue. It is found that the aforementioned advection of the cavity is caused by the motion of
the vortices. The present numerical result that the appearance of the cavitation relates closely
to the vortex motion of the water in the sheared layer is in good agreement with experimental ob-
servations [12].
The time-averaged distribution of a for the above-mentioned cavitating ow
Re 1X52 104Y r 3X6 is shown in Fig. 9(a), where only the upper half region around the cyl-inder is displayed utilizing the symmetrical distribution. A cavity region ofaP 0.01 appears near
the separation point on the cylinder surface and behind the cylinder. The maximum value ofa is
0.067.
Fig. 9(b) shows the distribution of cavitation bubbles observed by Sato [12] using a CCD video
camera (30 frames/s) synchronized with a stroboscopic light (ash period 4 ls), where Re is thesame as in Fig. 9(a) and 3.06TrT 3.61. The value of x is the total number of pictures taken by
the camera, and n denotes the number of pictures in which the bubbles exist. Bubbles are observed
in the cavitation region calculated in Fig. 9(a). They are also observed downstream of this region,
suggesting that the observed cavitation region is larger than the calculated one. This discrepancy
may be due to the fact that the value ofr in the calculation, r 3X6, corresponds to the upperboundary ofr for the observation (3.06TrT 3.61), and also because the distributions of the ini-
tial radius, r0, and number density, nb, of the bubble are disregarded. It should also be mentioned
that the bubble deformation, fragmentation and coalescence occur behind the cylinder in the Sa-
to's experiment. Thus, it is necessary to take account of such bubble behaviour in the recirculation
zone in order to improve the computational accuracy.
Fig. 7. Distribution of a (Re 1.52 104, r 3.6, interval between contour lines is 0.02).
Fig. 8. Velocity distribution in water (Re 1.52 104, r 3.6).
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Fig. 10 shows the distributions of a at Re 2X87 104 and r 3X7. In Figs. 10(a) and (b),cavities appear in the vicinity of the cylinder surface. A large-scale cavity with a high value of
a is observed behind the cylinder in Fig. 10(c). The maximum value ofa is 0.72. In Fig. 10(d), thiscavity ows downstream with a rapid decrease in a.
The water velocity distributions for Fig. 10 are shown in Fig. 11. The cavitation regions in
Fig. 10 almost coincide with the areas in which vortices occur, just as in Figs. 7 and 8.
Fig. 12(a) shows the time-averaged distribution ofa for the above-mentioned cavitating ow
Re 2X87 104Y r 3X7. A cavity region calculated behind the cylinder almost coincides with
Fig. 10. Distribution ofa (Re 2.87 104, r 3.7, interval between contour lines is 0.02).
Fig. 9. Distribution of time-averaged a (Re 1.52 104). (a) Present calculation (r 3.6), (b) Experimental observation(3.06TrT 3.61).
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the observed region of 2 T n T 6 shown in Fig. 12(b), where the observation was conducted at
Re 2X87 104 and 3X62 T r T 4X11.When the value ofr is decreased from 3.7 to 3.4 at the same Reynolds number as in Fig. 12, the
time-averaged value ofa is as shown in Fig. 13(a). In comparison with Fig. 12(a), the cavitation
region expands and the value of a increases. The maximum value of a is 0.089. This cavitation
region behind the cylinder is in good agreement with the region where the value ofn is quite large
11 T n T 25 shown in Fig. 13(b).
Fig. 11. Velocity distribution in water (Re 2.87 104, r 3.7).
Fig. 12. Distribution of time-averaged a (Re 2.87 104). (a) Present calculation (r 3.7), (b) Experimental observa-tion (3.62TrT 4.11).
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Nomenclature
g boundary of
gD drag coecient of circular cylinder pDaq20ha2gL lift coecient of circular cylinder pLaq
20ha2
gp pressure coecient 0aq20a2
h diameter of circular cylinder
pD drag force acting on circular cylinder
pL lift force acting on circular cylinder
xb shape function
nb number density of bubbles
pressure
v saturated vapor pressure
r radius of bubble
Re Reynolds number q0hal calculation domain
t time
t dimensionless time 0tahu velocity of liquid-phase
x orthogonal coordinates
a void fraction
h azimuthal angle from front stagnation point of circular cylinder
l viscosity of liquid-phase
n local coordinates
q density of liquid-phase
r cavitation number 0 vaq20a2
/ function
Subscripts0 upstream boundary
i, j component in direction of i or j
Superscript
n time step
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[7] A. Kubota, H. Kato, H. Yamaguchi, A new modelling of cavitating ows: A numerical study of unsteady
cavitation on a hydrofoil section, J. Fluid Mech. 240 (1992) 5996.
[8] M. Shimada, T. Kobayashi, Y. Matsumoto, Numerical analysis of the ow in the fuel injection pump for diesel
engine, Proceedings of the Cavitation and Multiphase Flow Forum, FED-210, ASME, 1995, pp. 111114.[9] J. Donea, S. Giuliani, H. Laval, L. Quartapelle, Finite element solution of the unsteady NavierStokes equations
by a fractional step method, Comp. Meth. Appl. Mech. Eng. 30 (1982) 5373.
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