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78
5
The Fundamentals of Rate Processes
Table 5.1 The similarity between heat, momentum and mass transfer
Flux
Diffusivity
Gradient
Heat (W m−2 )
Thermal (m2 s−1 )
Momentum (kg m−1 s−2 )
(= shear stress, Pa)
Molar (kmol m−2 s−1 )
Kinematic (m2 s−1 )
Heat per unit volume per unit length
(J m−4 )
Momentum per unit volume per unit
length (N s m−4 )
Molar mass per unit volume per unit
length (kmol m−4 )
(= Molar concentration per unit length)
(Mass) diffusivity (m2 s−1 )
developed to stress the profound similarity between the three rate equations which form the basis of
the study of fluid behaviour in food process engineering.
Further Reading
Bird, R. B., Stewart, W. E., and Lightfoot, E. N. 2007. Transport phenomena. New York, NY: Wiley.
Geankoplis, C. J. 1993. Transport processes and unit operations. Engelwood Cliffs, NJ: Prentice Hall.
Kay, J. M. and Nedderman, R. M. 1985. Fluid mechanics and transfer processes. Cambridge: Cambridge University
Press.
Welty, J. R., Wicks, C. E., and Wilson, R. E. 1984. Fundamentals of momentum, heat, and mass transfer. New York,
NY: Wiley.
Chapter 6
The Flow of Food Fluids
Nomenclature
A
Ao
cf
CD
C1
C2
C3
d
de
di
do
De
e
g
G
h
hF
hm
h
k1 , k2 , k3
K
l
L
m
n
N
NPSH
p
P
r
ra
R
R0
RY
Re
t
Cross-sectional area
Cross-sectional area of orifice or venturi throat
Friction factor
Discharge coefficient
Parameter in Ellis model
Parameter in Ellis model
Parameter in Casson model
Diameter
Hydraulic mean diameter
Inner diameter of annulus
Outer diameter of annulus
Deborah number
Magnitude of surface roughness
Acceleration due to gravity
Shear modulus
Head loss
Head loss due to friction
Manometer height difference
Height
Coefficients in power series
Consistency coefficient
Separation of layers in simple shear
Length; characteristic length
Mass flow rate
Flow behaviour index
Parameter in Ellis model
Net positive suction head
Pure component vapour pressure
Pressure
Radius
Arithmetic mean radius
Shear stress
Initial shear stress
Yield stress
Reynolds number
Time
P.G. Smith, Introduction to Food Process Engineering, Food Science Texts Series,
DOI 10.1007/978-1-4419-7662-8_6, C Springer Science+Business Media, LLC 2011
79
80
u
ur
ut
V
Z
6 The Flow of Food Fluids
Mean velocity
Velocity at a radius r
Terminal falling velocity
Volumetric flow rate
Height above datum
Greek Symbols
γ
γ
˙
γwall
˙
ΔP
Δh
θ
μ
μa
μp
ρ
ρav
υ
τ
Displacement angle in simple shear
Shear rate
Wall shear rate
Pressure drop
Total head
Cone angle
Viscosity
Apparent viscosity
Plastic viscosity
Density
Average density
Specific volume
Torque; time constant
Angular velocity
Subscripts
A
B
i
o
s
Fluid A
Fluid B
Inner
Outer
Solid
6.1 Introduction
This chapter develops the concept of momentum transfer into a treatment of the flow of fluids over
surfaces and in pipes and ducts. A later chapter will deal with the behaviour of food particles in a fluid
stream. Many foods are of course liquid and the study of fluid flow, or fluid mechanics, is necessary to
understand how fluids are transported, how they can be pumped, mixed and so on. The high viscosity
of many liquid foods means that laminar flow is particularly important. However, very many foodstuffs
are non-Newtonian and later sections of this chapter cover a wide variety of rheological models; these
are treated as mathematical descriptions of physical behaviour with the objective of enabling the
reader to apply models to experimental data in order to determine whether or not they can be used
predictively.
6.2 Fundamental Principles
6.2.1 Velocity and Flow Rate
As we saw in Section 5.3, when a viscous fluid flows under the influence of a shear stress a velocity
gradient develops across the flow channel. However, it is convenient to use a mean velocity u which
is equal to the volumetric flow rate V divided by the cross-sectional area of the conduit A. Thus
6.2
Fundamental Principles
81
V=uA
(6.1)
The mean velocity is often referred to as the superficial velocity.
Example 6.1
A cylindrical vessel, 2 m in diameter, is to be filled to a depth of 1.5 m. The liquid discharges through
a 2.5 cm diameter pipe with a velocity of 3.0 m s−1 . How long will it take to fill the vessel? If the
outlet valve is accidentally left partially open, and the velocity in the outlet pipe of 2.5 cm diameter is
1 m s−1 , determine the new time required to fill the vessel.
The volume of liquid required is the volume of a cylinder 2 m in diameter and 1.5 m deep, i.e.
2
the volume is 1.5 π (2.0) or 4.71 m2 . The volumetric flow rate through the pipe V is the product of the
4
superficial or mean velocity and the pipe cross-sectional area, therefore
V = 3.0
π (0.025)2 3 −1
m s
4
or
V = 1.47 × 10−3 m3 s−1
The time to fill the vessel t is then equal to the volume divided by flow rate. Thus
t=
4.71
1.47 × 10−3
s
or
t = 3200 s
Now, because the diameter of the outlet pipe is the same as that of the inlet, the effective net inlet
velocity is reduced to (3.0 – 1.0) = 2.0 m s−1 and the time to fill the vessel will be greater by a factor
of 1.5. Hence
t=
3
× 3200 s
2
or
t = 4800 s
6.2.2 Reynolds’ Experiment
Figure 6.1 illustrates Reynolds’ classic experiment which demonstrated the nature of fluid flow.
A glass tube contains a continuous flow of water and a second very narrow tube enters through the
wall and is positioned along the centre line of the larger tube. This second tube is fed with a dye from
a reservoir such that the flow is negligible relative to the flow of water. Two broad types of flow are
observable: in laminar flow (Fig. 6.1a) the trace of dye remains on the centre line indicating that layers
of water flow over one another and do not mix. Individual elements or packets of fluid move only in
the direction of flow and their components of velocity in other directions are negligible. However,
under certain conditions turbulent flow is observed and the trace moves from side to side and eventually breaks up with the dye being dispersed throughout the water. In turbulent flow (Fig. 6.1b) there
82
6 The Flow of Food Fluids
Fig. 6.1 Reynolds experiment: (a) laminar flow, (b) turbulent flow
is a significant component of velocity in a direction at right angles to the direction of flow and rapid
fluctuations in velocity and pressure. Where temperature gradients exist there will be rapid fluctuations in temperature also. Thus turbulent flow promotes mixing, heat transfer and mass transfer but
there is a disadvantage to this general improvement. The pressure drop in laminar flow along a given
length of pipe is proportional to the flow rate of the fluid, whereas in turbulent flow the pressure drop
increases more rapidly with flow rate and follows an approximately squared relationship.
These differences are reflected in the velocity profiles illustrated in Fig. 6.2. In pipe flow the maximum velocity in the direction of flow is along the centre line of the pipe; at the wall the fluid velocity
is zero. For laminar flow the velocity profile adopts a parabolic shape with the mean velocity equal to
about one half of the maximum; however, when the flow is turbulent a much flatter profile develops
and the mean velocity is approximately 82% of the maximum. The region of more slowly moving
fluid close to the wall is known as a boundary layer. The edge of this layer is sometimes defined as the
point where the velocity is 99% of the maximum velocity. However, the structure of a flowing fluid is
complex and this definition is not absolute.
Reynolds showed that turbulent flow could be obtained by increasing the mean velocity u, the
density ρ and the diameter of the tube d and by decreasing the viscosity μ. Thus the dimensionless
group known as the Reynolds number is used to indicate the degree of turbulence
Re =
ρuL
μ
(6.2)
where L is a length characteristic of the geometry. For pipe flow the characteristic length is the pipe
diameter d and
Re =
Fig. 6.2 Velocity profiles in pipe flow
ρud
μ
(6.3)
6.2
Fundamental Principles
83
In pipe flow the transition between laminar and turbulent flow occurs at a Reynolds number of
about 2000. However, there is not always a sharp boundary between the two and a transition region is
often referred to in the range 2000
Example 6.2
Calculate the Reynolds number for a vegetable oil of viscosity 0.03 Pa s and density 850 kg m−3
flowing in a 50 mm bore pipe at a mean velocity of 0.75 m s−1 .
Taking care to ensure that all quantities are in SI units, the Reynolds number is
Re =
850 × 0.75 × 0.050
0.03
or
Re = 1062.5
The flow is therefore laminar.
It is often convenient to express the Reynolds number in terms of a mass flow rate m (which is
more easily measurable) than as a function of velocity. Thus the mean velocity is
u=
4m
ρπd 2
(6.4)
4m
μπ d
(6.5)
and the Reynolds number becomes
Re =
Whilst it is clear that the characteristic length should be the diameter of a pipe or sphere, for annular
flow the hydraulic mean diameter de should be used. This is defined as
de =
4 × cross-sectional area of annulus
wetted perimeter
(6.6)
If do is the outer diameter of the annular channel (i.e. the inner diameter of the outer pipe) and di
is the inner diameter of the annular channel (i.e. the outer diameter of the inner pipe), then
2
πdo
4
4
de =
−
πdi2
4
πdo + πdi
(6.7)
which simplifies to
2
do − di2
do + d i
(6.8)
(do − di ) (do + di )
do + d i
(6.9)
de =
and
de =
84
6 The Flow of Food Fluids
and finally to
de = do − di
(6.10)
Example 6.3
Calculate the Reynolds number for water at 50◦ C flowing at a rate of 12 L min−1 through an annulus
between two concentric pipes. The outer diameter of the inner pipe is 10 mm and the inner diameter of
the outer pipe is 20 mm. For water at 50◦ C: density = 988 kg m−3 and viscosity = 5.44 × 10−4 Pa s.
The mass flow rate of water m can be found readily from the volumetric flow rate and the density,
so that
m=
988 × 12 × 10−3
kg s−1
60
or
m = 0.1976 kg s−1
The hydraulic mean diameter [Eq. (6.10)] is the difference between the outer diameter of the inner
cylinder and the inner diameter of the outer cylinder, i.e.
de = 0.02 − 0.01 m
or
de = 0.01 m
Substituting into Eq. (6.5) the Reynolds number becomes
Re =
4 × 0.1976
5.44 × 10−4 π 0.01
or
Re = 46249
Consequently the flow is clearly turbulent.
6.2.3 Principle of Continuity
The analysis of fluid flow is complex. However, considerable understanding can be gained by considering an ideal fluid and applying mass and energy balances, respectively. An ideal, or inviscid, fluid is
one which has no viscosity and for which the velocity is uniform across a given cross-section of the
flow channel. Referring to Fig. 6.3 and equating the mass flow rate at points 1 and 2 gives
ρ1 u 1 A 1 = ρ 2 u 2 A 2 +
d(ρav V)
dt
(6.11)
where A is the cross-section and ρ and u are the density and velocity of the fluid, respectively, ρav being
the average density, and V is the volume of the flow channel between points 1 and 2. The differential
6.2
Fundamental Principles
85
2
1
Fig. 6.3 Principle of continuity
term represents the accumulation of mass. This result is known as the principle of continuity. At steady
state there is no accumulation of mass and Eq. (6.11) becomes
ρ1 u1 A1 = ρ2 u2 A2
(6.12)
A distinction must now be made between liquids and gases. The density of most liquids remains
reasonably constant with pressure, certainly within the pressure ranges encountered in most food
processes. A liquid thus approximates to an incompressible fluid where ρ1 = ρ2 and Eq. (6.12) can
now be written as
u1 A1 = u2 A2
(6.13)
Clearly gases are compressible and the gas laws must be used to find the relationship between
ρ 1 and ρ 2 .
Example 6.4
Two pipelines of 20 and 30 mm internal diameter, respectively, merge into a single line of 50 mm
diameter. The same liquid flows in each branch at mean velocities of 1.2 and 0.8 m s−1 , respectively.
Determine the fluid velocity downstream of the junction.
This problem can be solved using the principle of continuity. Expanding Eq. (6.13), the sum of the
product of velocity and area for the 20 and 30 mm pipelines must equal the product of velocity and
area for the merged pipe, in which the velocity is u. Thus, again taking care to use SI units throughout
π
π
1.2(0.02)2 + 0.80(0.03)2 = u (0.05)2
4
4
which can be solved to give
u = 0.48 m s−1
86
6 The Flow of Food Fluids
6.2.4 Conservation of Energy
The conservation of energy relationship for a flowing fluid is known as Bernoulli’s equation. In
Chapter 4 the steady-flow energy equation was derived for a general process involving the addition
or removal of heat and work to a fluid. If there is no transfer of heat and no work done on or by the
fluid then the temperature and the internal energy of the fluid remain constant. Equation (4.10) then
becomes
mu2
mu2
1
2
+ mZ1 g + mP1υ1 =
+ mZ2 g + mP2υ2
2
2
(6.14)
Dividing through by the constant mass flow rate m and by the acceleration due to gravity and
replacing the specific volume of the fluid υ with density ρ gives
u2
u2
P1
P2
1
+ Z1 +
= 2 + Z2 +
2g
ρ1g
2g
ρ2 g
(6.15)
which is the usual form of Bernoulli’s equation. It should be stressed that the velocity u is the average
velocity and that as written above Bernoulli’s equation is valid only for the flat velocity profile found
in turbulent flow. Each term in Eq. (6.15) has units of metres and represents an energy loss in terms
of a head of the fluid. The terms on each side of the equation are referred to as the velocity head,
the potential head and the pressure head, respectively. For example, water flowing along a pipe with
a mean velocity of 3 m s−1 corresponds to a velocity head of 0.459 m of water. The corresponding
pressure is then
0.459 × 1000 × 9.81 = 4500 Pa.
Particularly for higher velocities, a loss term should be included in Eq. (6.15) as energy is dissipated
between points 1 and 2. This frictional loss is called the head loss due to friction and here is given the
symbol hF . An expression for the frictional loss in straight pipe sections will be derived in Section 6.4
but in addition there are standard values which can be used for the losses through valves, bends and
other pipe fittings. Bernoulli’s equation may now be written as
u2
u2
P1
P2
1
+ Z1 +
= 2 + Z2 +
+ hF
2g
ρ1g
2g
ρ2g
(6.16)
Example 6.5
Water flows through a horizontal pipe. At a particular cross-section X the velocity of the water is
1.5 m s−1 and the pressure is 175 kPa. The pipe tapers gradually from 150 mm at X to 75 mm at a
section Y. Determine the pressure at Y, assuming that the frictional losses are negligible. What must
be the diameter at Y for the pressure there to be reduced to 55 kPa?
This problem concerns a horizontal pipe, there is no change in height above the datum and therefore
Z1 = Z2 . In addition there are no frictional losses and thus Bernoulli’s equation reduces to
u2
u2
P1
P2
1
+
= 2 +
2g ρ1g
2g ρ2g
6.3
Laminar Flow in a Pipeline
87
Using the principle of continuity [Eq. (6.12)], the velocity at cross-section Y, u2 , is
150
75
u2 = 1.5 ×
2
m s−1
or
u2 = 6.0 m s−1
Now multiplying through by the acceleration due to gravity and re-arranging Bernoulli’s equation
explicitly for the pressure at Y gives
P2 = P1 +
ρ 2
u − u2
2
2 1
and therefore
P2 = 1.75 × 105 +
and
1000
1.52 − 6.02 Pa
2
P2 = 158.1 kPa
Now re-arranging Bernoulli’s equation to give the velocity at Y yields
u 2 = u2 +
1
2
(P1 − P2 )
ρ
0.5
Hence, for a pressure at Y of 55 kPa,
u2 = (1.5)2 +
2
(175 − 55) 103
1000
0.5
m s−1
or
u2 = 15.6 m s−1
Again, using the principle of continuity,
2
d2 =
1.5
(0.15)2 m
15.6
where d2 is the diameter at Y and thus
d2 = 0.0465 m
6.3 Laminar Flow in a Pipeline
The most useful relationship concerned with the transport of fluids in pipelines is that between the flow
rate and the pressure gradient responsible for flow. Many food liquids have a high dynamic viscosity
and consequently laminar flow is commonly observed. For the particular case of laminar flow it is
possible to derive an exact relationship between flow rate and pressure.
88
6 The Flow of Food Fluids
dr
r1
r
ΔP, L
Fig. 6.4 Laminar flow in a pipe
Figure 6.4 represents a cylindrical element of fluid, of general radius r, within a circular pipe of
radius r1 , length L and over which the pressure drop due to friction between the fluid and the pipe
wall is ΔP. The pressure gradient along the pipe is assumed to be uniform and therefore equal to LP .
If the momentum of the fluid is constant then the net force acting on the fluid must be zero. In other
words the shear force acting on the curved surface of the element must equal the difference between
the forces acting on the respective ends of the cylinder. This latter force is simply the product of the
pressure difference ΔP and the cross-sectional area π r 2 . Thus
2πrLR = π r2 P
(6.17)
where R is the shear stress at a radius r and 2π rL represents the curved surface of the element.
Consequently
R=
r P
2 L
(6.18)
but from Eq. (5.3) the shear stress equates to the product of viscosity and velocity gradient, in this
case dur where ur is the velocity in the direction of flow, at a radius r. Hence
dr
dur
r P
= −μ
2 L
dr
(6.19)
Separating the variables and integrating between r = r1 (the pipe wall), where the fluid is
stationary, and r = r, where the velocity is ur , gives
ur
μ
r
P
dur = −
2L
0
rdr
(6.20)
r1
and the result
ur =
P 2
(r − r2 )
4Lμ 1
(6.21)