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COUPLING OF LINEAR AND ANGULAR MOMENTUM
IN CONCENTRATED SUSPENSIONS OF SPHERES
by
SHIHAI FENG, B.S., M.S.
A DISSERTATION
IN
CHEMICAL ENGINEERING
Submitted to the Graduate Faculty
of Texas Tech University in Partial Fulfillment of the Requirements for
the Degree of
DOCTOR OF PHILOSOPHY
Approved
Chairperson of the Committee
Accepted
Dean of the Graduate School
August, 2003
ACKNOWLEDGEMENTS
I would like to thank my family for their support and understanding.
I would like to thank my advisor and mentor. Professor Alan L. Graham, for
his guidance, help, patience and understanding during my study. I am indebted to
Professor James R. Abbott and Professor Howard Brenner for their guidance and
help throughout my study. I would also like to thank Professor David Chaffin and
Dr. Samuel R. Subia for their help in numerical modeling presented in this work.
I would like to thank the students, faculty, and staff at the Department of Chemical
Engineering, Texas Tech University, for the enriching years they provided me. I would
also like to thank the High Performance Computing Center at Texas Tech University
for its support in numerical modeling in this work.
I would like to thank Professor Marc S. Ingber, Dr. Lisa A. Mondy, Professor
Richard Christian, Professor Jeremy W. Leggoe and Professor Philip W. Smith for
their help and thoughtful discussions. I would also like to thank Dr. Pat T. Rear-
don and Dr. Wenxian Lin for their assistance with the manuscript preparation. I
gratefully acknowledge support for this work from the U.S Department of Energy,
Division of Chemical Sciences, Geosciences and Biosciences, Office of Basic Energy
Science, U.S. Department of Energy, Environmental Projects Division, National En
ergy Technology Laboratory and the Advanced Research Program from Texas Higher
Education Coordinating Board.
CONTENTS
ACKNOWLEDGEMENTS ii
ABSTRACT v
LIST OF FIGURES vii
I INTRODUCTION 1
II NUMERICAL METHOD OVERVIEW 5
HI VORTEX VISCOSITY IN SUSPENSIONS 14
3.1 Introduction 14
3.2 General Theory 16
3.2.1 Internal Angular Momentum Equation 16
3.2.2 Linear Flow 19
3.2.3 Parabolic Flow 24
3.3 Numerical Experiments and Results 27
3.4 Conclusions 36
IV SPIN VISCOSITY IN SUSPENSIONS 38
4.1 Introduction 38
4.2 General Theory 39
4.3 Numerical Experiments and Results 43
4.4 Conclusions 50
V ENERGY DISSIPATION IN SUSPENSIONS 52
5.1 Introduction 52
5.2 General Theory 54
5.2.1 Equation of Energy Dissipation Rate 55
5.2.2 Velocity Flow Fields Examined 59
5.2.3 Linear Velocity Flow 59
5.2.4 Parabolic Velocity Flow 61
5.2.5 Cubic Velocity Flow 65
5.3 Numerical Experiments and Results 68
iii
VI CONCLUSIONS 76
BIBLIOGRAPHY 78
IV
ABSTRACT
In Newtonian fluids, the proportionality constant that relates the flux of linear
momentum to gradients in the velocity is the shear viscosity. Similarly, the flux
of angular momentum is related to gradients in the spin field by the spin viscosity
for simple fluids. In fluids in which external torque per unit volume is applied, the
equations of linear and angular momentum are coupled. In simple fluids, the equations
are coupled through the vortex viscosity, which relates the transfer of angular to linear
momentum to the difference in the local spin rate and one-half of the vorticity of the
fluid. Apparent viscosity is normally measured, for example, in a pressure driven flow
experiment, as a proportionality constant that relates the force acted on system and
the volume flow rate of the system. The purpose of this study is to evaluate shear
viscosity, vortex viscosity, and spin viscosity in suspensions by solving the coupled
momentum equations and study their relationships to the apparent viscosity and
energy dissipation.
In this study, we investigated the influence of particle spin imposed by external
torque on the apparent viscosity of non-colloidal suspension by using a simulation
based on the boundary element method (BEM). The numerical results reveal that
particles spin has a pronounced effect on apparent viscosity of the suspension. For
example, in suspension subjected to a pressure gradient in a tube, vary the spin
gradient from positive to negative by exerting external torque on the particles, the
apparent viscosity changes from close to zero to infinite with asymptotic change to
apparent negative viscosity. Apparent "negative" viscosity is due to torque driven flow
through vortex viscosity that is the proportionality constant between the transfer of
the Hnear to angular momentum flux and the difference between the spin rate and
the one-half local vorticity. Measurements of vortex viscosities from the numerical
experiments agreed the theoretical prediction of vortex viscosity of dilute suspensions
and extended the results to concentrated suspensions. The energy efficiency of torque
driven flow is compared to the energy efficiency of force driven flow.
External torques are applied to neutrally buoyant particles in boundary element
simulations to generate a cubic velocity profile in a suspension confined in a rectan
gular channel. The quantitative values of spin viscosity are determined as a function
of solids fraction by calculating the volume averaged stress and kinematics of these
flows and combining these results with a theoretical analysis of the coupled equations
describing the conservation of linear and angular momentum. Many configurations
of particles at each concentration are generated and analyzed until reproducible av
erages of the spin viscosity at each solids fraction are determined. The scaling of
the spin viscosity with the square of the particle size predicted in earHer theoretical
studies is verified in this investigation.
The conservation equation describing the rate of energy dissipation in suspensions
is derived, and the contributions due to spin viscosity are included. The energy
dissipation rate is shown to consist of the linear combination of terms that include the
shear viscosity, vortex viscosity and spin viscosity. Predictions from these equations
using the coefficients determined in the this work are compared with the energy
dissipation rates obtained from a macroscopic balance using the force and velocity on
the boundaries of the suspension in numerical simulations of a number of different
flow fields. Over the range of our data, these independent predictions are shown to
be in excellent agreement for both dilute and concentrated suspensions.
VI
LIST OF FIGURES
2.1 Mesh for cubic box 9
2.2 Mesh for tube 10
2.3 Error in T for cubic box 11
2.4 Error in T for tube 12
2.5 Error for two spheres 13
3.1 Torque driven linear flow 29
3.2 Torque driven parabolic flow 30
3.3 Pressure and torque driven flow 31
3.4 Apparent viscosity 33
3.5 Vortex viscosity 34
3.6 Shear viscosity 35
3.7 Efficiency of torque driven flow 36
4.1 Torque driven cubic flow 45
4.2 Vortex viscosity in cubic flow 46
4.3 Antisymmetric stress tensor in cubic flow 47
4.4 Spin viscosity is proportional to a^ 48
4.5 The relative contribution from ^g in angular momentum equation . . 50
4.6 Spin viscosity increases with (f) 51
5.1 Linear velocity flow can be induced by constant spin field 60
5.2 Parabolic velocity fiow can be induced by linearly spin field 63
5.3 Cubic velocity flow was induced by particles whose 0^ = a{y'^ — H^). 66
5.4 Viscosities are functions of cj) 69
5.5 The ratio of E^^ to El is a function of R/a 72
5.6 The relative contribution of energy dissipation rate from JJLS-, jJ-v and // 73
5.7 JE^ is equal to El at steady state 75
vi i
CHAPTER I
INTRODUCTION
The equations for the conservation of linear and angular momentum are decoupled
in fluids and suspensions in which the molecules and suspended particles are free
from external body couples. Small, neutrally buoyant spheres in dilute suspensions
rotate with one-half the local vorticity, w = V x v, of the average macroscopic flow
field [1]. Here v is the velocity of the fluid. One consequence of decoupling the
equations of the linear and angular momentum is that the resulting stress tensor, TT,
is symmetric [2, 3]. In Newtonian fluids, gradients in the velocity are proportional to
the flux of linear momentum where the proportionality constant is the shear viscosity,
/i. Dahler proposed a similar constitutive relationship [5, 6] for simple liquids in
the angular momentum conservation equation. Here, the proportionality constant
between gradients in the spin fields and the flux of angular momentum is spin viscosity,
The equations for conservation of linear and angular momentum are coupled and
the stress tensor is asymmetric in fiuids and suspensions in which the molecules and
suspended particles can be acted upon by external body couples. In these dipolar
fluids in which external torques act on the fluid, there is an inter-conversion of bulk
and internal angular momentum and these forms of angular momentum are not con
served separately [8]. In these simple fluids, linear and angular momentum equations
are coupled through the vortex viscosity, /jLy, that is the proportionality constant
between the transfer of the linear to angular momentum flux and the difference be
tween the spin rate and the one-half w. The resulting stress tensor is asymmetric
[9, 10, 11, 13, 14, 15, 16, 17, 18]. By balancing the hydrodynamic and external cou
ples on a single particle [10] in dilute suspensions, Brenner predicted ^y = l.5(f)^o.
Here /XQ is the pure fluid shear viscosity, and (f) volume fraction of the particles.
Free rotation is possible only when no external couples act on the individual
particles. However, this condition is not always met. For example, if the center of
mass of each particle is displaced from its geometric center owing to inhomogeneities
in the internal mass distribution, couples will arise from the action of gravity whenever
the embedded gravity dipole does not lie parallel to the direction of gravitational field
[11, 10].
An external torque may promote the particles to rotate faster or slower than | w ,
or even rotate in opposite |u; . Particle spin can be induced by external torque. A
spatially inhomogeneous spin field can induce fluid flow in fluids that would otherwise
be quiescent [6, 26]. For example, magnetic or electric dipoles embedded within the
suspended particles will give rise to couple in the presence of external magnetic or
electric fields [19, 20, 21]. Magnetic fluids (MF) are colloidal solutions of magnetic
nano-particles in a fluid carrier [21]. Since the properties and location of this fluids
can be easily influenced by an external magnetic field, they have recently attracted
much scientific and technological interest [22, 23, 24, 25, 26, 27, 28, 29]. Some of
the studies [22, 23, 24, 26, 30] observed a reduction of apparent viscosity, r], of MF
in alternating magnetic field. This is so called apparent "negative" viscosity. One
possible explanation [24] is: The alternating magnetic field forces the particles in the
MF to rotate faster than |u; . The magnetic energy is partially transformed into the
angular momentum of the particles, which in turn is converted into a hydrodynamics
motion of the fiuid.
The first objective of this study is to use BEM simulations to study the interre
lationship of r), /J, and fiy in dipolar suspensions. We intend to verify the theoretical
predictions for fj,y in dilute suspensions [10] and extend the results to the higher
concentration suspensions. Furthermore, we are interested in comparing the energy
efficiency of torque driven flows to that of force driven flows such as pressure drive
flow and flow generated by moving boundary.
The second objective of this study is to evaluate ^g in suspensions in which the
suspended particles are subjected to external torque. There are no quantitative values
reported for /i^ in dipolar fluids or in dilute or concentrated suspensions. As will be
discussed in greater detail later, this analysis requires a flow field in which there is a
gradient in the spin gradient on the particles. The simplest such rectilinear field is
a cubic velocity field generated by a quadratic spin field. By measuring the velocity
profile resulting from the quadratic spin field one can determine u and //„ from the
coupled set of equations describing the conservation of linear and angular momentum.
The last objective of this study was to investigate the role of fiy and yu in the
conservation of energy and test the consistency of dissipation rates derived by us
ing the results of viscosities obtained by using volume averaged stress with those
obtained using energy dissipation rates determined by using forces and velocities on
the boundaries. Most text books do not include the fj.s in the energy equations. We
find that gradients in spin contribute to the overall energy dissipation rate in flow
fields in which the spin rate is not constant. The energy dissipation rate equations
derived here include these effects. The intent is to parallel the derivations using en
ergy dissipation rate method [38] and by volume average stress tensor, TT, [7] that
led independently to identical predictions of the apparent suspension viscosity as a
function of solid fraction, (j). Einstein initially predicted the suspension viscosity, /x,
as a function of cj) by equating the energy dissipation rates. El, in suspensions to that
of a hypothetical one phase fluid in the same average flow field.
In Chapter II, the BEM codes used for the particle-level simulations are described.
The domain meshes and error analysis associated with the simulations performed in
this study are described. In Chapter III and Chapter IV the theoretical basis to
obtained fXy and fig for the data reduction is developed respectively. Then a series of
numerical simulations are conducted and the simulation results are analyzed by using
the equations obtained from the theoretical analysis to obtain jj,y and fig respectively.
In Chapter V, equations that describe the rate of dissipation of energy in suspensions
are derived. These equations include the contributions due to fiy and (Xg- A series
of numerical simulations were conducted on different flow fields in suspensions where
external torques were applied to the particles. The simulation results were analyzed
by using the energy dissipation rate equations obtained from the theoretical analysis
and Hy, and fig obtained in Chapter III and Chapter IV. The final chapter discusses
the major findings and presents the conclusions.
CHAPTER II
NUMERICAL METHOD OVERVIEW
Boundary element method (BEM) simulations are used in this study to model the
flow of neutrally buoyant suspensions of uniform spheres in Newtonian fluids. A basic
feature of the method is that the object needs to be discretized into elements only
along the boundaries. These are line contours for a two-dimensional flows and the
containing surfaces for three-dimensional flows. The basic governing equations of the
problem are solved for the whole domain but written in a manner that the unknowns
involved are the values of the parameters (such as velocity, traction) at nodes located
on the boundary only. Because no nodes exist in the interior of the object, the
unknowns of the problem are reduced significantly. This reduction decreases the
number of equations that must be solved. However, the resulting matrix is fully
dense. Having determined the nodal parameters on the boundary, the governing
equations can be used again to derive simple algebraic relations to obtain values at
the interior points with reference to parameters along the boundary nodes [32].
The governing equations for quasi-static creeping flow of particles are the Stokes
equations:
V - V = 0 , X G K (2.1)
V-7r = 0 , x G y , (2.2)
where V is the region exterior to the particles containing the fluid whose boundary
can be decomposed as N
S = Sj + Y^S„ (2.3)
where Sj represents the fixed portion of the boundary and Si represents the surface
of the zth particle and A' is the total number of particles.
In Newtonian fluids, the total stress field n is given by
7r^p5- ^( Vv + Vv^) - - £ . TT,, X G V, (2.4)
here (J is a unit tensor.
Equations (2.1) and (2.4) can be recast into integral form by considering a weighted
residual reformulation of the governing equations with weighting functions given by
the fundamental solutions of the Stokes equations [31, 35]. The fundamental solution
for the velocity field, V* ., and the associated fundamental solution for the stress field,
n-jfc, are given by
K^(x ,y ) = - ^ i 5 . , + S,S,), (2.5)
n^-.(-'y) = - i f ^ - (2-6)
Here 5ij is the Dirac delta function. Si is a unit vector in the ith direction, r is the
distance between the field point x and the source point y, Vfi^{x,y) represents the
fundamental solution of the ith velocity component at x point due to a force in the
A;th direction, F^, applied at y point, n*j^(x,y) represents the fundamental solution
of the components of TT at x point due to a force in the kth. direction applied at y
point. The relationship between fundamental solutions and velocity and traction can
be written as:
V * - F = v, (2.7)
n* • F = TT. (2.8)
The resulting boundary integral equation (BIE) can be written as:
cik{x)v,{x)+ / Illkix,y)vJ{y)S^{y)dS
^-jvUx,y)7r.{x)dS, (2.9)
where S represents the boundary of the exterior domain V, TT,- are the components
of the traction along the surface S and 5^ are the components of the unit outward
normal vector to the boundary S.
The velocity on the surface of each sphere can be related to the six components
of the sphere centroid velocity (three Hnear and three angular) through
v = v ' + fi' X ( r - r ' ) , (2.10)
where v ' and ft' are, respectively, the centroidal translational velocity and the angular
velocity of the ith sphere, r is the position vector of a point on the surface, and r' is
the position vector of the ith. sphere centroid. In this way, the number of unknowns
to be determined is dramatically reduced.
The surface of each sphere is discretized into A ; triangular and quadrilateral
boundary elements. For the super-parametric treatment used in this study, the
stresses and velocities are assumed constant within each element, but quadratic shape
functions are used to define the surface geometry. By evaluating the surface tractions
or velocities at the center of an element, an equation is generated that relates the
unknown surface velocities or tractions for the elements. The discretized equation for
the mth element takes the following form
Cik{x)v^{x)
+ J ] / Ul,{x,y)vJ^iy)N^{y)5.{y)dS^ m=l "^^"^
NB .
= - E / ^Ux,y)K{y)N-{y)dSrn, (2.11) m = l •^^"'
where Cik = ll25ij, v" represents the value of ith components of velocity at the
nth element, u]" and TT™ represent the values of the j t h components of velocity and
ith components of tractions respectively at the mth element, Nm{y) are the shape
functions, and NE is the total number of elements on all the surfaces of the spheres.
The algebraic system of equations is closed in the quasi-static analysis by enforc
ing the force and torque balance. That is, for rigid spheres suspended in a Newtonian
fluid, the resultant forces and moments on the spheres generated by the surface trac-
tions, body forces and torques are zero. Or,
n-ndS + g' = O, (2.12) L I
'Si
(v - r') X {n • 7r)dS + T' = O. (2.13) I Si
Here g' is the body force acting on the ith sphere, which in the present study is zero
as the spheres are neutrally buoyant. Here T ' is the external torque acting on the ith
sphere.
In this method, the fundamental singular solutions of the governing differential
equations are continuously distributed over the boundaries of the problem, and the
boundary conditions then lead to integral equations for the densities of the fundamen
tal solution. Thus, the solution of a differential equation in n dimensions is reduced
to the solution of an integral equation in n — 1 dimensions. In addition to reducing
the dimensions of the problem, this method is attractive for Stokes' problems since
it is a very general approach independent of the body geometry and the form of the
external flow field. The analytical solution of the integral equations is, in general,
not possible, but they can be solved numerically. A more detailed description of the
BEM can be found elsewhere [33, 32].
A cylindrical tube and a cubic box are used to represent the domains studied in
this study. The meshes of the two domains and the error analysis for these domains
are shown below in Fig. 2.1.
In a Newtonian fluid, if a rigid spherical particle with angular velocity Q, is im
mersed in an unbounded fluid which velocity at is zero, the torque, Ttheory, on the
sphere can be described as [36]:
Ttheory = STTfXa^n. (2 .14)
Here /j, is the fluid viscosity, a is the radius of the sphere.
We use this theory as a benchmark to check the BEM accuracy by comparing
the torque on the particle obtained from simulation to the theoretical result. As
8
Figure 2.1: A three-dimensional BEM mesh of spherical particles in a parallel channel. Note the front wall mesh has been cut in order to view the particles clearly. The length of the meshed box is 2H x 2H x 2H. In this example, particle radius is 0.15i/. There are 60 particles in this simulation and <;/> = 11 %. There are 720 elements on the cubic box boundary. The number of elements on each particle is 48. Note the figure is generated by Tecplot^^ that uses lines to connect the nodes. In our simulation, we used super-parametric element with quadratic curves to connect the nodes. In order to smooth the geometry of the ball in this Tecplot^^ figure which is more representative of the actual geometry in the our simulation, we used a 200 element ball mesh in this figure.
shown in Fig. 2.3 and Fig. 2.4, comparison with analytical results of a Newtonian fluid
containing one small particle shows that the results converge monotonically with mesh
T - T theory T , heory
, in the densification on the particle. There is less than 1 % error, error =
T with 50 mesh elements on the particle and 1520 elements on the container in our
simulation. The simulations in this study were performed with 50 mesh elements on
each particle, 1520 elements on the tube container and elements on the box container.
The hydrodynamic force experienced by either of two identical spheres approach
ing each other, at low Reynolds number, with the same velocity along their lines of
Figure 2.2: A three-dimensional BEM mesh of spherical particles in a tube. Note the wall mesh has been cut in order to view the particles clearly. The length of the tube is 4H and the radius of the tube is IH. There are 160 particles in this simulation and (f) = 10 %. There are 1600 elements on the cylinder boundaries. The number of elements on the particle is 48.
center can be calculated as [36]:
Sn/xayP (2.15)
here /? is the required correction due to the presence of the opposing sphere. It has
an exact solution[36] as:
10