s
C
g
um
f T
sed
ate
Abstract
1. Introduction
placed on the focal plane of concentrator absorbed the con-
centrated solar irradiation and transferred to the heat
transfer media (Shuai et al., 2008). Due to the high heat
transfer surface, good gas to solid contact, accommodation
porous media as open volumetric receiver under concen-
trated solar irradiation, the influences of thermo-physical
properties of porous media on the performance of volumet-
ric porous media receiver were investigated by Fend et al.
(2004). Agrafiotis et al. (2007) had tested the porous struc-
ture and thermo-mechanical properties of porous media
⇑ Corresponding authors. Tel.: +86 532 8698 1767.
E-mail addresses: W_fuqiang@yahoo.com.cn (F. Wang), Shuaiyong@
hit.edu.cn (Y. Shuai).
Available online at www.sciencedirect.com
Solar Energy 93 (2013
Concentrating solar energy techniques can provide low-
cost energy generation which would become the leading
source of renewable energy for future power generation
(Nithyanandam and Pitchumani, 2011). Due to the advan-
tages of no cosine effect lost and high concentration ratio,
parabolic dish concentrator system has extensive applica-
tion prospects for high temperature thermal utilization
(David et al., 2011), such as: H2 production by solar ther-
mochemical reactions (Chueh et al., 2010; Ernst et al.,
2009; Lu et al., 2011), solar dynamic space power system
(Alessandro et al., 2011) and thermal electric power sys-
tems (Manzolini et al., 2011). The volumetric receiver
of high gas flow rates combined with low pressure drop and
good mass transfer performance, the utilization of porous
media as volumetric receiver has attracted much attention
to research and development (Mahmoudi and Maerefat,
2011; Fend, 2010; Wang et al., 2012; Beckera et al., 2006).
Pitz-Paal et al. (1997) had conducted heat transfer per-
formance analyses of volumetric porous media receiver
with the consideration of three-dimensional solar irradia-
tion distribution and its influence on fluid flow, the numer-
ical results indicated that solar irradiation distribution had
significant impact on temperature distribution of volumet-
ric porous media receiver. With the objective of applying
In this paper, Monte Carlo Ray Tracing (MCRT) and Finite Volume Method (FVM) coupling method is adopted to solve the radi-
ation, conduction and convection coupled heat transfer problems of porous media receiver with multi-dish collector. The MCRT method
is used to obtain the concentrated heat flux distribution on the fluid inlet surface of porous media receiver. The local thermal non-equi-
librium (LTNE) model with concentrated solar irradiation on the fluid inlet surface is used for energy equations. FVM software FLU-
ENT with User Defined Functions (UDFs) is used to solve the fluid phase and solid phase heat transfer problems. The effects of solar
irradiance, air inlet velocity, average particle diameter, receiver radius and air properties on the temperature distribution are investigated.
� 2013 Elsevier Ltd. All rights reserved.
Keywords: Porous media; Receiver; Monte Carlo; Finite Volume Method; Multi-dish collector
Heat transfer analyses of porou
collector by coupling M
Fuqiang Wang a,⇑, Yong Shuai b,⇑, Hepin
aCollege of Pipeline and Civil Engineering, China University of Petrole
bSchool of Energy Science and Engineering, Harbin Institute o
Received 16 December 2012; received in revi
Communicated by: Associ
0038-092X/$ - see front matter � 2013 Elsevier Ltd. All rights reserved.
http://dx.doi.org/10.1016/j.solener.2013.04.004
media receiver with multi-dish
RT and FVM method
Tan b, Xiaofeng Zhang b, Qianjun Mao b
(Huadong), 66, West Changjiang Street, Qingdao 266580, PR China
echnology, 92, West Dazhi Street, Harbin 150001, PR China
form 24 March 2013; accepted 5 April 2013
Editor Ranga Pitchumani
www.elsevier.com/locate/solener
) 158–168
ner
Nomenclature
cp specific heat, J/(kg K)
CR concentration ratio
d diameter, m
dp average particle diameter, m
Esun solar irradiance, W/m
2
F inertia coefficient
hv heat transfer coefficient, W/(m
2 K)
H height of receiver, m
k conductivity, W/(m K)
K permeability coefficient
L length of receiver, m
M mass flow rate, kg/s
N number of sunlight rays
p pressure, Pa
q heat flux, W/m2
Qen energy carried by sunlight, W
Pr Prandtl number
Re Reynolds number
S area, m2
T temperature, K
u velocity in x direction, m/s
F. Wang et al. / Solar E
before and after long duration operation under concen-
trated solar irradiation. The thermal performance of silicon
carbide (SiC) porous media receiver was investigated
numerically by Bai (2010) using one dimensional physical
model. These studies indicated that using porous media
as solar volumetric receiver could be an effective way to
enhance the heat transfer performance. In this study, SiC
porous media is considered as the material of volumetric
receiver. SiC porous media demonstrates superior thermal
properties due to its naturally black color coupled with
high thermal conductivity, which enables the effective col-
lection of solar irradiation and heating of air inside the por-
ous media (Fend et al., 2004). The heated air can then be
directed to a steam turbine for the generation of steam
and subsequent production of energy in an integrated solar
thermal power plant (Nithyanandam and Pitchumani,
2013). This concept of volumetric solar thermal collec-
tors/receivers was initially put forward in the project SOL-
AIR (Agrafiotis et al., 2007).
Besides, Becker et al. (2006) had studied the heat trans-
fer performance and flow stability of different types of vol-
umetric porous media receivers under non-homogeneous
solar irradiation. Vilafa´n-Vidales had adopted a Gaussian
flux density distribution with 1.4 kW peak power as the
boundary condition for the thermal performance analysis
v velocity in y direction, m/s
x, y, z axis in coordinate system
Greek symbols
q density, kg/m3
/ porosity
l dynamic viscosity, kg/(m s)
ai normal cosine of imaginary emission surface,
i = 1, 2, 3
asf surface area per unit volume, 1/m
bi direction cosine of sunlight, i = 1, 2, 3
ba absorption coefficient
be extinction coefficient
bs scattering coefficient
e emissivity of wall
ep emissivity of porous media
r Stefan–Bolzmann constant
h angle, �
Subscripts
A ambient
eff effective
f fluid
in inner
MC Monte Carlo
out outer
gy 93 (2013) 158–168 159
of a 1 kW thermochemical porous foam receiver (Villa-
fa´n-Vidales et al., 2011). The numerical heat and mass
transfer analyses of porous media receiver with preferable
volume convection heat transfer coefficient were conducted
by Xu et al. (2011). During the analyses, concentrated solar
irradiation heat flux distribution on the receiver surface
was assumed to be a function of temperature gradient.
Wu et al. (2011) had simulated the temperature distribution
of porous media receiver using LTNE model with a Gauss-
ian heat flux distribution boundary condition. Natural con-
vection boundary layer flow analyses of porous media
receiver due to collimated beam solar irradiation were
investigated by Chamkha et al. (2002). Heat transfer anal-
yses of composite-wall solar collector system with porous
media receiver under uniform solar irradiation condition
were conducted by Chen and Liu (2004). Cheng et al.
(2013) had investigated the coupled heat transfer and syn-
thetical performance of a pressurized volumetric porous
media receiver with local thermal equilibrium (LTE) model
by using MCRT and FVM coupled method, in which the
solid phase temperature was assumed to be equal to the
fluid phase temperature.
Up to now, some papers were published on the heat
transfer analyses of tube receiver under the realistic con-
centrated heat flux distribution boundary conditions (He
p particle
r radiation
s solid
et al., 2011; Tao et al., 2013; Cheng et al., 2013, 2012; Wang
et al., 2010, 2012), but few papers focused on the heat
transfer analyses of porous media receiver with LTNE
model under the realistic concentrated heat flux distribu-
tion boundary conditions. In this study, heat transfer anal-
yses of porous media receiver with multi-dish collector set
up in Harbin Institute of Technology (HIT) are conducted
by MCRT and FVM coupling method. The LTNE model
with concentrated solar irradiation boundary condition is
used for energy equations to obtain the fluid phase and
solid phase temperature distribution. The effects of solar
irradiance, air inlet velocity, average particle diameter,
receiver radius and fluid properties on the temperature dis-
tribution of porous media receiver are investigated, which
(angles are hx, hy and hz respectively), the axis vector
matrixes of the new coordinate system after rotation can
be calculated from the product of following rotation
matrixes.
Concentrated solar irradiation
Air flow
Porous media receiver
Air flow
x
O
R
H
160 F. Wang et al. / Solar Energy 93 (2013) 158–168
can provide theoretical guidance to the design of porous
media receiver for HIT.
2. Model description
The porous media receiver is placed vertically on the
focal plane of multi-dish collector which is installed in
HIT. The schematic diagram of the multi-dish collector is
shown in Fig. 1. The multi-dish collector concentrates the
incoming solar irradiation on the fluid inlet surface of por-
ous media receiver. The fluid inlet surface of porous media
receiver absorbs the highly concentrated solar irradiation
by radiation and then the heat is transferred to porous
media receiver along the flow direction by conduction.
When fluid passes through the porous media receiver, heat
is transferred from the porous media to fluid by convec-
tion. During numerical analyses, the complex three dimen-
sional equations for the flow and heat transfer can be
simplified to two dimensional equations (Villafa´n-Vidales
et al., 2011; Xu et al., 2011). The heat transfer process of
porous media receiver is illustrated in Fig. 2.
Based on the demand of low manufacturing cost, ease of
operation and maintenance, the dish type concentrator sys-
tem set up in HIT adopts multi-dish collector system. As
shown in Fig. 1, the multi-dish collector system is com-
posed by 16 dish type parabolic reflectors, and the equiva-
Fig. 1. Schematic diagram of the mu
lent aperture radius of the multi-dish collector system is
2.5 m, the peak collected solar power by the multi-dish col-
lector system is larger than 10 kW. The focal length of each
parabolic reflector is 3.25 m, and the diameter of each par-
abolic reflector is 1.05 m. The ideal reflectivity of each
strip type mirror is no less than 0.90, and the tracking error
is no higher than 2 mrad. The center point coordinates of
the 16 parabolic reflectors and normal deflection angles
of the 16 center points are illustrated in Table 1.
In this paper, mathematical model of each parabolic
reflector is described by local coordinate system. The origin
of local coordinate system of each parabolic reflector is the
coordinate of the center of each parabolic reflector in the
global coordinate system. The angles between axes of local
coordinate system and axes of global coordinate system
can be obtained by coordinate matrix transformation. If
the coordinate system rotates around its three axes in series
Fig. 2. Schematic of flow and heat transfer process in porous media
receiver.
lti-dish collector installed in HIT.
x
�
�
�
�
�
16 1012.977 �2117.400 �
ner
Rotation matrix of x axis:
RxðhxÞ ¼
1 0 0
0 cos hx sin hx
0 � sin hx cos hx
2
64
3
75 ð1Þ
Rotation matrix of y axis:
RyðhyÞ ¼
cos hy 0 � sin hy
0 1 0
sin hy 0 cos hy
2
64
3
75 ð2Þ
Rotation matrix of z axis:
RzðhzÞ ¼
cos hz sin hz 0
� sin hz cos hz 0
2
64
3
75 ð3Þ
Table 1
Design parameters of the multi-dish collector system.
Item Center coordinate (mm)
z axis y axis
1 302.242 1196.373
2 302.242 1196.373
3 302.242 0.000
4 302.242 �1196.370
5 302.242 �1196.370
6 784.045 1087.228
7 784.045 2174.455
8 784.045 1087.228
9 784.045 �1087.230
10 784.045 �2174.460
11 784.045 �1087.230
12 1012.977 2117.397
13 1012.977 2117.397
14 1012.977 0.000
15 1012.977 �2117.400
F. Wang et al. / Solar E
0 0 1
3. Simulation method
The mathematical model assumes that (1) lateral walls
of porous media receiver are well insulated (adiabatic),
(2) constant and homogeneous properties of the porous
media, (3) the porous media is considered as a gray, opti-
cally thick, absorbing, emitting and isotropic scattering
media, (4) the air flow is steady. The discrete concentrated
heat flux distribution calculated by MCRT method is
adopted as the secondary type boundary condition for heat
transfer analysis. The mathematical model assumes that
porous media is homogenous, isotropic, consolidated and
saturated within the fluid. The momentum exchange in
porous media receiver is modeled by the Brink–Forchhei-
mer Extended Darcy equation. The governing equation
for the energy conservation is a volume-averaged equation.
Due to the substantial temperature difference between the
solid phase and fluid phase at the flow inlet region, the
LTNE model is adopted in this study to provide more tem-
perature information of the fluid phase and solid phase.
The LTNE model assumes that the solid phase temperature
is different from fluid phase temperature. Two separate
energy equations are adopted to describe the heat transfer
within porous media receiver, and each energy equation
requires a boundary condition.
3.1. Mechanism of MCRT
The mechanism of solving solar energy gathering and
transmission problems by MCRT method is: the Sun is
regarded as massive and independent sunlight, each sun-
light carries the same energy to guarantee the uniformity
of sunlight distribution, the transmission process of each
sunlight is composed by a series of independent sub-pro-
Normal deflection (rad)
axis Rotation: z to y Rotation: z to x
690.726 �0.1862 0.1083
690.726 �0.1862 �0.1083
1381.452 0.0000 �0.2142
690.726 0.1862 �0.1083
690.726 0.1862 0.1083
1883.130 �0.1757 0.2983
0.000 �0.3411 0.0000
1883.133 �0.1757 �0.2983
1883.133 0.1757 �0.2983
0.000 0.3411 0.0000
1883.130 0.1757 0.2983
1222.480 �0.3381 0.2003
1222.480 �0.3381 �0.2003
2444.960 0.0000 �0.3856
1222.480 0.3381 �0.2003
1222.480 0.3381 0.2003
gy 93 (2013) 158–168 161
cess (emission, reflection, transmission and absorption),
and each independent sub-process follows a specific proba-
bility model (Shuai et al., 2008; Wang et al., 2010, 2012,
2013).
An enclosed space comprised by an imaginary emission
surface and multiple environmental surfaces embodies the
solar collector system and receiver, within which the sun-
light transferred till to be absorbed. In order to overcome
the disadvantage of sunlight heterogeneity and guarantee
the uniformity of sunlight distribution, the equal numerical
density of sunlight is adopted, and the imaginary emission
surface which is perpendicular to the direction of sunlight
is supposed to emit the same number of sunlight per square
area (N). The total magnitude of sunlight emitted by the
imaginary emission surface element j (the area of imaginary
emission surface is Sj, and the emissivity is e) can be
expressed as follows
N tot ¼ Sjða1b1 þ a2b2 þ a3b3ÞeN ð4Þ
where a1, a2, a3 are the normal cosine of imaginary emis-
sion surface element, and b1, b2, b3 are the direction cosine
of sunlight.
ner
The computational codes will record the number of sun-
light received by each surface element and calculate the
radiative heat flux of each surface element qi through the
following equation:
qi ¼ NiQen ð5Þ
where the quantity Ni denotes the number of sunlight re-
ceived by the ith surface element, and the symbol Qen des-
ignates the energy carried by each ray of sunlight.
The non-parallelism angle of sunlight used in this paper
is 160, the sun shape is taken to be a distribution with a cir-
cumsolar-ratio of 0.05 and a limb darkening parameter of
0.8 (Shuai et al., 2008). For more details about MCRT
method, please refers to Shuai et al. (2008) and Wang
et al. (2010, 2012, 2013).
3.2. Governing equations for FVM
3.2.1. Continuity equation
qf
@u
@x
þ qf
@v
@y
¼ 0 ð6Þ
where qf is the fluid density, u and v are velocities in the
streamwise direction and cross-stream direction.
3.2.2. Momentum equation
The momentum exchange in porous media receiver is
assumed to follow the Brink–Forchheimer Extended Darcy
equation (Jiang and Ren, 2001; Alkam and Nimr, 1998):
qf
/
u
@u
@x
þ v @u
@y
� �
¼ � @P
@x
þ lf ;eff
@2u
@x2
þ @
2u
@y2
� �
� lf
K
þ qfF/ffiffiffiffi
K
p u
� �
u ð7Þ
qf
/
u
@v
@x
þ v @v
@y
� �
¼ � @P
@y
þ lf ;eff
@2v
@x2
þ @
2v
@y2
� �
� lf
K
þ qfF/ffiffiffiffi
K
p v
� �
v ð8Þ
In the above two equations, / represents the porosity of
porous media receiver, lf,eff is the effective dynamic viscos-
ity of the fluid (lf,eff = lf/). The permeability of porous
media K and the geometric function F can be represented
as:
K ¼ d2p/3
.
150ð1� /Þ2
� �
ð9Þ
F ¼ d2p/3
. ffiffiffiffiffiffiffiffi
150
p
/3=2
� �
ð10Þ
where dp is the average particle diameter of porous media
receiver.
Prescribed flow is given at the fluid inlet surface of por-
ous media receiver, and zero pressure boundary condition
is set at the outlet of porous media receiver.
162 F. Wang et al. / Solar E
Inlet: u = u0, v = 0 at y = 0;
Outlet: p = 0 at y = H.
3.2.3. Energy equation
For the fluid phase
ðqcpÞf u
@T f
@x
þ v @T f
@y
� �
¼ kf;eff @
2T f
@x2
þ @
2T f
@y2
� �
þ hvðT s � T fÞ ð11Þ
For the solid phase
ks;eff
@2T s
@x2
þ @
2T s
@y2
� �
¼ hvðT s � T fÞ þ r � qr ð12Þ
In the above two equations, Tf and Ts are the fluid phase
and solid phase temperature respectively, hv is the volumet-
ric convection heat transfer coefficient between the fluid
phase and the solid phase, kf,eff and ks,eff are the effective
thermal conductivity of the fluid and solid phase respec-
tively, kf,eff = /kf and ks,eff = (1 � /)kf. The volumetric
convection heat transfer coefficient hv can be calculated
from the following equation:
hv ¼ hsfasf ð13Þ
where hsf is the heat transfer coefficient between the fluid
phase and solid phase in [W/m2�K] and asf is the specific
surface area of per unit volume in [1/m]. According to
the heat transfer models for porous media developed by
Amiri and Vafai (1994) and Amiri et al. (1995), the formu-
las of hsf and asf are expressed as:
hsf ¼ ðkf=dpÞð2þ 1:1Pr1=3Re0:6d Þ ð14Þ
asf ¼ 6ð1� /Þ=dp ð15Þ
where Pr is the fluid Prandtl number and Red = qfudp/lf.
In Eq. (12), $ � qr is the volumetric heat source term due
to radiation. By using Rosseland approximation (Modest,
2003) we take
qr ¼ �kr
dT
dx
¼ � 16rn
2T 3
3be
dT
dx
ð16Þ
where be is the extinction coefficient of porous media,
be = ba + bs. The symbol n is the refractive index and r
is the Stefan–Boltzmann constant. The term kr can be con-
sidered as the ‘irradiative conductivity’ (Alazmi and Vafai,
2000).
In this study, the absorption coefficient ba and the scat-
tering coefficient bs were computed by assuming that the
geometrical optics approximation holds (Vafai, 2005):
ba ¼
3epð1� /Þ
2dp
ð17Þ
bs ¼
3ð2� epÞð1� /Þ
2dp
ð18Þ
be ¼ ba þ bs ¼
3ð1� /Þ
dp
ð19Þ
The lateral walls of porous media receiver are consid-
gy 93 (2013) 158–168
ered as absolutely adiabatic without any heat loss. Besides,
the fluid outlet of porous media receiver is also considered
as no heat loss. Therefore, the mainly heat loss of porous
media receiver is dissipated by the fluid inlet surface where
concentrated solar energy is absorbed. Thermodynamic
considerations show that the net radiant exchange between
heating region of porous media receiver and surroundings
will be proportional to the difference in absolute tempera-
tures to the fourth power:
The properties of porous media used in this study are
listed in Table 2, which are the same as those used in Villa-
fa´n-Vidales et al. (2011). Because of the high working tem-
perature of porous media receiver, the air properties are
defined as variables. As the specific heat of air has very lit-
tle change with temperature, this study will emphasis on
the conduct