comparative study on thermal performance of twisted tape and wire coil inserts in turbulent flow...
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Accepted Manuscript
Comparative study on thermal performance of twisted tape and wire coil inserts
in turbulent flow using CuO/water nanofluid
M.T. Naik, Syed Sha Fahad, L. Syam Sundar, Manoj K. Singh
PII: S0894-1777(14)00094-6
DOI: http://dx.doi.org/10.1016/j.expthermflusci.2014.04.006
Reference: ETF 8197
To appear in: Experimental Thermal and Fluid Science
Received Date: 13 November 2013
Revised Date: 28 March 2014
Accepted Date: 2 April 2014
Please cite this article as: M.T. Naik, S.S. Fahad, L. Syam Sundar, M.K. Singh, Comparative study on thermal
performance of twisted tape and wire coil inserts in turbulent flow using CuO/water nanofluid, Experimental
Thermal and Fluid Science (2014), doi: http://dx.doi.org/10.1016/j.expthermflusci.2014.04.006
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Comparative study on thermal performance of twisted tape and wire coil inserts in
turbulent flow using CuO/water nanofluid
M.T. Naik1,*, Syed Sha Fahad2, L. Syam Sundar3,*, Manoj K. Singh3 1Centre for Energy Studies, JNTU College of Engineering, Kukatpally, Hyderabad, India 2Muffakhamjah College of Engineering and Technology, Banjara Hills, Hyderabad. India 3Centre for Mechanical Technology and Automation (TEMA-UA), Department of Mechanical
Engineering, University of Aveiro, 3810-193 Aveiro, Portugal
*Authors: [email protected] (M.T. Naik), [email protected] (L.S. Sundar)
Abstract
Heat transfer and friction factor analysis of CuO/water nanofluid flowing through a tube
under turbulent flow conditions and with twisted tape (TT) and wire coil (WC) inserts were
presented in this paper. The experimental investigations were performed in the Reynolds
number range from 4000 to 20000, volume concentrations of 0.1% and 0.3%, twisted tape
inserts of and wire coil inserts of . The experimental
results indicated that under same operating conditions and flow rates, heat transfer
coefficient, friction factor and thermal performance factor associated with nanofluid in a tube
with wire coil inserts are higher than those with the twisted tape inserts. The Nusselt number
enhancement for 0.3% nanofluid in a tube without inserts is 17.62%, 0.3% nanofluid in a tube
with TT-2 is 31.88% and 0.3% nanofluid in a tube with WC-2 is 44.45% at a Reynolds
number of 20000 compared to water. Whereas, the friction factor enhancement for 0.3%
nanofluid in a tube without inserts is 1.149-times, 0.3% nanofluid in a tube with TT-2 is
1.179-times and 0.3% nanofluid in a tube with WC-2 is 1.198-times at a Reynolds number of
20000 compared to water. The thermal performance factor of 0.3% nanofluid in tube with
twisted tape and wire coil inserts are 1.24 and 1.36 compared against water data respectively.
Keywords: CuO nanofluid, twisted tape, wire coil, heat transfer, friction factor.
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1. Introduction
Conventional single phase fluids such as water, engine oil, ethylene glycol and propylene
glycol and transformer oil etc., plays an important role in thermal management of industries
such as process industries, chemical plants, thermal power plants, but they have poor thermal
characteristics, in particular thermal conductivity. To reach the industrial requirements heat
transfer intensification of the fluids is very essential. Since solid materials posses higher
thermal conductivities compared to conventional fluids. Many studies have been carried out
on thermal properties of suspension of solid particles in conventional heat transfer fluids.
Ahuja [1] and Liu et al. [2] have studied experimentally on heat transfer intensification of
fluids by dispersing of millimeter or micrometer sized particles. They observed heat transfer
enhancement but suffered from sedimentation of the particles in the fluids.
Nanotechnology provides to manufacture solid particles down to millimetre or
micrometer size to nanometer meter size. Fluids containing dispersion of nanometer sized
particles are called nanofluids (Choi [3]). The heat transfer performance of these fluids is
superior to suspended millimeter or micrometer particles in fluid and also other potential
benefits such as large relative surface area, higher heat conduction, excellent stability and
minimal clogging. Many researchers have explained thermal conductivity enhancement of
nanofluids with influence of particle concentrations and temperatures [4-6]. The applicability
of nanofluids in industrial sector can be analyzed by its convective heat transfer coefficient.
Pak and Cho [7] experimentally studied the convective heat transfer of Al2O3/water and
TiO2/water nanofluid in a tube under turbulent flow conditions and obtained approximately
75% heat transfer enhancement with 2.78% volume concentration of Al2O3 nanofluid. Sundar
et al. [8] estimated the convective heat transfer of Fe3O4/water nanofluid and obtained
Nusselt number and friction factor enhancements of 30.96% and 10.01% at 0.6% volume
concentration compared to water at similar operating conditions. Ding et al. [9] observed
3
350% heat transfer enhancement with carbon nanotubes (CNT’s)/water flowing in a
horizontal tube at 0.5% weight concentration at Reynolds number is 800. Chandraprabu [10]
experimentally investigated the convective heat transfer of CuO/water nanofluid in the
condensing unit of an air conditioner with particle concentrations of 1%, 2%, 3%, and 4 vol.
% and they found heat transfer rate of CuO nanofluid improved up to 35%. Asirvatham [11]
experimentally investigated the heat transfer of CuO/water nanofluid with low volume
fraction of 0.003% in a copper tube with mass flow rate range from 0.0113 kg/s to 0.0139
kg/s and in the inlet temperatures of 10oC and 17oC and found that 8% heat transfer
enhancement. Suresh et al. [12] experimentally investigated convective heat transfer of
CuO/water nanofluids with particle concentrations of 0.1%, 0.2% and 0.3% and found that
Nusselt number enhancements of 6%, 9.9% and 12.6%, respectively, compared to water.
Hashemi and Akhavan-Behabadi [13] prepared nanofluids with different particle weight
concentrations of 0.5%, 1% and 2% and observed highest heat transfer enhancement with
helically coiled tube instead of straight tube. Kannadasan et al. [14] experiments were
conducted in the turbulent flow for 0.1% and 0.2% CuO nanofluid in horizontal and vertical
arrangements and observed the higher heat transfer rates for helically coiled heat exchanger.
Suresh et al. [15] have conducted experiments by using helically dimpled tube with
CuO/water nanofluid of 0.1%, 0.2% and 0.3% volume concentrations and the Nusselt number
with dimpled tube and nanofluids under turbulent flow is about 19%, 27% and 39% higher
than the Nusselt number obtained with plain tube and water. Most of the researchers have
obtained enhancement in heat transfer with the use nanofluids flowing in a tube.
Another passive technique to enhance the convective heat transfer of fluid flowing in
a tube by inserting inserts. Generally used inserts such as twisted tape, wire coil, longitudinal
strip and helical screw tape inserts etc. The rate of heat transfer enhancement is depending on
flow conditions and geometry of the insert. Single phase fluids flowing in a tube with twisted
4
tape inserts have been analyzed by Smithberg and Landis [16], Lopina and Bergles [17],
Manglik and Bergles [18]. Sarma et al. [19,20] also reported heat transfer enhancements of
single phase fluids flowing in a tube with twisted tape inserts. In the similar way single phase
fluid in a tube with wire coil inserts have been analyzed by Uttarwar and Rao [21], Vicente et
al. [22,23], Wang et al. [24], Garcia et al. [25] and Akhavan-Behabadi et al. [26]. Most of the
researchers have obtained enhancement in heat transfer for single phase fluid flowing in a
tube with inserts. This indicates that, the similar passive technique may also be helpful to
further heat transfer enhancement of nanofluids flowing in a tube.
Nanofluid flowing in a tube with twisted tape inserts has been analyzed by Sundar and
Sharma [27]. They conducted experiments with Al2O3/water nanofluid flowing in a tube and
with twisted tape inserts and obtained 33.51% enhancement with twist ratio of at
0.5% volume concentration and proposed Nusselt number and friction factor correlations. In
the another study of Sundar and Sharma [28], they used Al2O3/water nanofluid flowing in a
tube with longitudinal strip inserts and obtained 55.73% heat transfer enhancement at
longitudinal strip insert of AR = 1 for 0.5% volume concentration. Wongcharee and Eiamsa-
ard [29] observed Nusselt number increase of 12.8 and 7.2-times with CuO/water nanofluid
in a tube with modified twisted tape and alternative twisted tape inserts under laminar flow.
Wongcharee and Eiamsa-ard [30] also observed 1.57-times thermal performance factor for
0.7% of CuO/water nanofluid in a corrugated tube with twisted tape inserts. Eiamsa-ard and
Wongcharee [31] studied the combined effects of nanofluids, dual twisted tapes and micro fin
tube on the heat transfer rate, friction factor and thermal performance factor characteristics
for 0.3% and 1.0% by volume in the Reynolds number between 5650 and 17000. Suresh et al.
[32, 33] found maximum enhancement of 166.8% for Al2O3/water nanofluid and 179.8% for
CuO/water nanofluid at helical screw tape ratio, under the same flow conditions
by using 0.1% volume concentration.
5
Nanofluid in a tube with wire coil inserts has been analyzed by Chandrasekar et al.
[34]. They considered 0.1% of Al2O3/water nanofluid in a tube under fully developed laminar
flow with wire coil inserts and observed 21.5% heat transfer enhancement with wire coiled
insert pitch of 3 and also developed Nusselt number correlation. Naik and Sundar [35]
developed Nusselt number and friction factor correlations for propylene glycol and water
based CuO nanofluid flowing in a tube with helical coil inserts. Saeedinia et al. [36] have
prepared heat transfer experiments with CuO/base oil nanofluid in a tube with wire coil
inserts. They considered particle concentrations from 0.07%-0.3% and five wire coil pitches
of 25-35 mm and wire diameters of 0.9-1.5 mm and obtained 45% heat transfer enhancement
with 63% penalty in pressure drop at high wire diameter coil inserts. Kahani et al. [37]
investigated heat transfer behavior of Al2O3/water and TiO2/water nanofluid flowing in a tube
with helical coil inserts in the volume concentrations from 0.25%-1.0% in the Reynolds
number of 500 to 4500. Sundar and Singh [38] have provided the available correlations for
nanofluid flowing in a tube with different kind of inserts in their review paper. The authors
individually obtained further heat transfer enhancement for nanofluids flowing in a tube with
inserts without any penalty in pumping power.
Performance analysis between various inserted inserts in a tube for nanofluid flow is
very essential. Till now, there is no such analysis is available in the literature. In this regard,
the present work focuses on the estimation of convective heat transfer and friction factor of
CuO/water nanofluid flowing in a tube with twisted tape and wire coil inserts under turbulent
flow conditions. Thermal performance between twisted tape and wire coil inserts in a tube
together with CuO/water nanofluid has been analyzed. Nusselt number and friction factor
correlations were proposed based on the experimental data.
6
2. Preparation of CuO nanofluid
In this study, nanofluids were prepared by dispersing CuO nanoparticles in distilled water.
The physical properties of CuO nanoparticles and the equations for the estimation of thermal
conductivity, density, specific heat and viscosity of distilled water were shown in Table 1.
The nanofluids of 0.1% and 0.3% volume concentrations were prepared. Fig. 1a shows the
transmission electron microscopy image of CuO nanoparticles dispersed in water and reveals
that nanoparticles are in spherical shape. Sample nanofluid and bulk nanofluid preparations
were represented in Fig. 1b and Fig. 1c. There are several procedures to prepare stable
nanofluids, which include using dispersant, a stabilizer, a surface activator and an ultrasonic
vibrator. Among these methods, surface modification method attracts more attention because
of its unique, less cost and technological advantages [40]. Nanofluids could be stable a
maximum of 30 min without using suitable surfactants. A surfactant can improve the stability
of nanofluid dramatically. In this study, Cetyltrimethyl Ammonium Bromide (C-TAB) was
used as surfactant for CuO nanoparticles. The required quantity of nanoparticles for given
volume concentration was estimated from Eq. (1). The amount of surfactant is nearly equal to
1/10th of weight of nanoparticles for particular concentration was mixed with distilled water
and stirred by high speed stirrer. The sonication was done continuously by ultrasonic
processor (Hielscher, Germany) for at least 60 min to obtain a stable nanofluid. No settlement
of nanoparticles was observed after 45 days.
Volume concentration, (1)
Where is the percentage of volume concentration, = 6300 kg/m3, = 998.5
kg/m3, = 100 g and is the weight of the nanoparticles. The thermophysical
properties of prepared nanofluids were estimated from the properties of water (Table 1) and
7
properties of CuO nanoparticles at bulk temperature of fluid using the below equations for
density, specific heat and viscosity [41-43].
(2)
Where and are the particle volume concentration and viscosity and the subscripts
and refer to particle, base fluid and nanofluid. The above equation is valid for
a very low particle volume concentration .
(3)
(4)
The theoretical model to predict the thermal conductivity of solid liquid mixture, Maxwell
[44] model can be described as follows:
(5)
3. Experimental setup and procedure
The schematic representation of experimental setup was shown in Fig. 2. The test section
contains copper tube with 1750 mm long, 14 mm inner diameter (ID) and 16 mm outer
diameter (OD). The other parts involved in the experimental setup are chiller, collecting tank,
storage tank, variable pump and by-pass valve arrangement. Constant heat flux boundary
condition was maintained by winding the nichrome heater with a gauge of 20 mm, resistance
of 53.3Ω/m and a maximum capacity of 1000 W on outer surface of the copper tube. The test
section was placed in a straight square duct in order to maintain horizontal position. The gap
between the test tube and square duct was filled with rock wool insulation to reduce the heat
loss to atmosphere. Seven PT-100 resistance temperature detector (RTD) sensors are
provided; in which two were used to record the inlet and outlet temperatures, five were
brazed on the outer surface of the test tube at distances of 187.5, 375, 750, 1125 and 1312
8
mm from the inlet of the test section to measure the wall temperatures of the tube. The
resolution of all the thermocouples was ±0.1oC and they are calibrated before fixing at the
specified locations. The aspect ratio, of the test section was sufficiently large for
the flow to be hydrodynamically developed. The working fluid is circulated through the test
section with an aid of pump; the suction side is connected to a storage tank. In order to
measure the mass flow rate of working fluid a flow meter was used and it is connected
between the pump and the test section. The storage tank is made of stainless steel of 30 liters
capacity. The liquid which is heated in the test section is allowed to cool by passing it
through a chiller. The liquid then flows to the storage tank by gravity. The provision of chiller
helped in achieving steady state condition faster.
The photographic representation of twisted tape (TT) and wire coil (WC) inserts were
shown in Fig. 3. The twisted tape inserts were made in the laboratory from 1mm thick and 13
mm width of aluminum strip and the dimensions of twisted tape were shown in Table 2. A
gap of 1 mm is provided between inner diameter of the tube and the width of the twisted tape
for smooth insertion of inserts into a test section. The two ends of the aluminum strip were
inserted into lathe; one end at the headstock and the other end at the tail stock, by rotating the
head stock manually, the helix lengths of 70 mm and 140 mm were achieved. The twist ratios
of twisted tape inserts such as TT-2 ( and TT-1 ( were obtained. The
twisted tapes are snug fit into the test tube and the tube fin effect is neglected. The convective
heat transfer between twisted tape material and the adjacent fluid was neglected. The mass
flow rate of nanofluid flowing through a tube with twisted tape inserts were estimated based
on the inner diameter of the tube. The hydraulic diameter of tube with twisted tape inserts
was considered as inner diameter of the tube, because the twisted tape has very negligible
thickness i.e. 1 mm.
9
The wire coil inserts were made by winding uniformly aluminium wire of 2 mm
diameter over copper core rod of 8 mm diameter with a length of 1750 mm. The aluminium
wire is tightly wound on the copper core rod. The convective heat transfer between wire coil
material and the adjacent fluid was neglected. The mass flow rate of nanofluid flowing in a
tube with wire coil inserts were calculated based on the hydraulic diameter (Eq. (6)). The
dimensions of the wire coil inserts WC-2 and WC-1 were listed
in Table 3. In this table, is wire coil pitch, is wire diameter, and are inside and
hydraulic diameters of test tube, respectively. The hydraulic diameter is defined as given
below [36]:
(6)
Where is a wire coil diameter. The friction factor of nanofluid in a tube with twisted tape
and wire coil inserts were estimated based on the pressure drop across the test tube. The
pressure drop was measured by placing the U-tube manometer between two ends of the test
tube. For this purpose, two 4 mm holes were drilled at two ends of the test tube and U-tube
manometer was connected with flexible tube. The manometer fluid was used as carbon
tetrachloride and its equivalent height is recorded at different mass flow rates. Initial
experiments were conducted with base fluid, after that different volume concentration of CuO
nanofluid was considered one after the other. The flow rate of base fluid and nanofluid was
measured with high precision flow meter supplied by Chambal Magnects, Ltd, India with an
accuracy of ±0.1 liters/sec. The tube is cleaned with pure water between the experiments
conducted with different concentrations of nanofluids. After reaching the steady state the
inlet, outlet and wall temperatures are notes and the properties of the working is evaluated at
bulk temperature of fluid. Similar procedure and data is collected for nanofluids flowing in a
tube with twisted and wire coil inserts. The convective heat transfer coefficient was estimated
based on the Newton’s law of cooling.
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4. Data reduction
4.1. Experimental Nusselt number
The amount of heat supplied to the test section and heat gained by the working fluid was
estimated from Eq. (7) and Eq. (8) and found a maximum difference of ±2.5%. This indicates
that negligible amount of heat loss takes place from test section to atmosphere. Experimental
heat transfer coefficient and Nusselt number was estimated based on the given expressions:
(Energy supplied) (7)
(Energy absorbed) (8)
(9)
Where , ,
(10)
The correlations for estimation of Nusselt number for single phase fluid are given below:
(i) Gnielinski [45] correlation for turbulent flow
(11)
, ,
(ii) Notter-Rouse [46] equation for turbulent flow
(12)
4.2. Experimental friction factor
The experimental friction was estimated by considering the pressure drop across the test
section and the equation is given below:
11
(13)
The friction factor correlations for single phase fluid were given below:
(i) Blasius [47] equation for turbulent region
(14)
(ii) P
etukov [48] equation for turbulent region
(15)
The available correlations for Nusselt number and friction factor of nanofluids flowing in a
tube with twisted tape and wire coil inserts were presented in Tables 4 & 5.
5. Results and discussion
5.1. Nusselt number
5.1.1. Nanofluid in a plain tube
Heat transfer and friction factor experiments were initially conducted with water as working
fluid. The experimental heat transfer coefficient and experimental Nusselt number was
estimated from Eq. (9) and Eq. (10). Thermal conductivity of water and nanofluid was used
for the estimation of experimental Nusselt number. The estimated Nusselt number from Eq.
(10) was shown in Fig. 4 in comparison with the data obtained from Eq. (11) of Gnielinski
[45] and Eq. (12) of Notter-Rouse [46]. The difference between experimental and theoretical
Nusselt number for water was obtained a maximum of ±3%. Nanofluids of different
concentrations were introduced into test section one by one for the estimation of heat transfer
12
coefficient. The Eq. (9) is used to analyze the experimental heat transfer coefficient of CuO
nanofluid in a tube. Thermal conductivity of nanofluid estimated from Eq. (5); which is used
to estimate the experimental Nusselt number of CuO nanofluid (Eq. (10)).
The estimated Nusselt number for CuO nanofluid from Eq. (10) was represented in
Fig. 5 along with base fluid data. Under similar operating parameters, the Nusselt number of
nanofluid is higher than that of the base fluid (water), as the presence of nanoparticles
directly results in an increase of thermal conductivity. Besides, the heat transfer improvement
is also associated by the collision among nanoparticles and also that between the
nanoparticles and tube wall, leading to an increase in the energy exchange rate. Nusselt
number increases with increasing Reynolds number due the intensification of the nanofluid
mixing fluctuation. In concentration range studied, Nusselt number slightly increases with the
increase of nanoparticle concentration. In general, the increase of nanoparticle concentration
in base fluid results the increases of thermal conductivity and collision of nanoparticles which
are favourite factors for heat transfer enhancement and an increase of fluid viscosity which
diminishes the fluid movement and thus heat transfer rate. The obtained result implies that for
the present range, the effect of the increase in thermal conductivity and the collision of
nanoparticles are more prominent than the increase of the fluid viscosity. According to the
experimental results the Nusselt number of CuO nanofluid increases with increase of particle
concentration. At 0.1% volume concentration, the enhancement in Nusselt number is 11.87%
and 14.47% in the Reynolds number of 4000 and 20000. In the similar way, at 0.3% volume
concentration, the enhancement in Nusselt number is 15.70% and 17.62% in the Reynolds
number of 4000 and 20000 respectively. The enhancement is more in high Reynolds number
compare to low Reynolds number, because of the effective mixing of fluid in fully developed
flow condition.
13
5.1.2. Nanofluid in a plain tube with twisted tape inserts
Further heat transfer and friction factor experiments were conducted with nanofluids flowing
in a tube with different ratios of twisted tape inserts. The experimental Nusselt number for
nanofluid in a tube with twisted tape inserts are estimated from Eq. (10) and the data was
represented in Fig. 6. Compared to the same concentration of 0.3% nanofluid in a tube with
TT-1, the Nusselt number enhancement is 7% and 8.7% in the Reynolds number of 4000 and
20000, respectively. In the similar fashion, compared to same concentration of 0.3%
nanofluid in a tube with TT-2, the Nusselt number enhancement is 10.57% and 12.21% in the
Reynolds number of 4000 and 20000, respectively. Compared to the plain tube, the tubes
with twisted tapes exhibit higher Nusselt number, because the tape inserts generate swirl flow
offering a longer flowing path of fluid flow through the tube and also better fluid mixing,
resulting in a thinner thermal boundary layer along the tube wall and thus superior convective
heat transfer. Compared to water in a tube and 0.3% nanofluid in a tube with TT-1, the
Nusselt number enhancement is 23.85% and 27.89% in the Reynolds number of 4000 and
20000, respectively. In the same way, compared to water in a tube and 0.3% nanofluid in a
tube with TT-2, the Nusselt number enhancement is 27.94% and 31.88% in the Reynolds
number of 4000 and 20000, respectively. The same trend has been observed by Sundar et al.
[50] by using Fe3O4/water nanofluid in a tube with twisted tape inserts and Wongcharee and
Eiamsa-ard [29] by using CuO/water nanofluid in a tube with twisted tape inserts. The
experimental Nusselt number of CuO/water nanofluid in a tube with twisted tape inserts was
shown in Fig. 7 in comparison with the data of Sundar et al. [50] for Fe3O4/water nanofluid in
a tube with twisted tape inserts.
5.1.3. Nanofluid in a plain tube with wire coil inserts
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Heat transfer and friction factor experiments were conducted with nanofluid in a tube
together with wire coil inserts. The Eq. (10) is used to estimate the experimental Nusselt
number and the data was represented in Fig. 8. From the figure, it was observed that the
contribution of wire coil insert to the enhancement of Nusselt number is larger than the
enhancement produced by CuO/water nanofluids. The convective heat transfer enhancement
of nanofluids may be because of several factors such as improved effective thermal
conductivity of the nanofluid over the base fluid (water), Brownian motion of nanoparticles,
and particle migration as reported in literature [28,29]. The reason for heat transfer
enhancement is due to the wire coil inserts which increase the irregular and random
movement of the particles and the energy exchange rates in the nanofluid. The higher
turbulence intensity of the fluid close to the tube wall and the wire coil insert is responsible
promote thorough mixing of nanofluid and an efficient redevelopment of the thermal or
hydrodynamic boundary layer which consequently results in the improvement of convective
heat transfer. Compared to the same concentration of 0.3% nanofluid in a tube with WC-1,
the Nusselt number enhancement is 11.47% and 16.26% in the Reynolds number of 4000 and
20000, respectively. In the similar manner, compared to same concentration of 0.3%
nanofluid in a tube with WC-2, the Nusselt number enhancement is 14.33% and 22.81% in
the Reynolds number of 4000 and 20000, respectively. Compared to water in a tube and 0.3%
nanofluid in a tube with WC-1, the Nusselt number enhancement is 28.99% and 37.07% in
the Reynolds number of 4000 and 20000, respectively. Same manner, compared to water in a
tube and 0.3% nanofluid in a tube with WC-2, the Nusselt number enhancement is 32.28%
and 44.45% in the Reynolds number of 4000 and 20000, respectively. Compared to wire coil
and twisted tape inserts under same flow and volume concentrations, the heat transfer
augmentation is caused with wire coil inserts because of secondary flow. Therefore, the
Nusselt number effect of nanofluids in wire coil inserted tubes is more noticeable.
15
5.2. Friction factor
5.2.1. Nanofluid in a plain tube
Friction factor experiments for water were conducted initially and the values are estimated
from Eq. (16). Fig. 9 representing the experimental friction factor of water is in comparison
with the data obtained from Eq. (17) Blasius [47] and Eq. (18) of Petukov [48] and found to
be a maximum of ±2.5% deviation. Experimental friction factor of different volume
concentrations of CuO nanofluid was estimated from Eq. (16) and the data was indicted in
Fig. 10. The friction factor of CuO nanofluid increases with increase of Reynolds number and
particle concentration. The viscosity of CuO nanofluid is also one of the major parameters for
friction factor enhancement. Based on the Eq. (2), the viscosity enhancement for 0.1% and
0.3% volume concentrations of nanofluid are 2.5% and 7.5% respectively over the water. The
friction factor of the nanofluid depends on the flow rate and viscosity of nanofluids. The
friction factor enhancement for 0.1% volume concentration of CuO nanofluid is about 1.10-
times and 1.11-times at a Reynolds number of 4000 and 20000, respectively compared to
water under same flow conditions. Similarly, the friction factor enhancement for 0.3%
volume concentration of CuO nanofluid is about 1.10-times and 1.15-times at a Reynolds
number of 4000 and 20000, respectively compared to water under the same flow conditions.
5.2.2. Nanofluid in a plain tube with twisted tape inserts
Experimental friction factor of different volume concentrations of CuO nanofluid in a tube
with different twisted tape inserts were calculated based on Eq. (16) and the data was
16
presented in Fig. 11. It observed that friction factor increases with increase of Reynolds
number, volume concentration and decreases with decrease of twist ratio. It is clear that the
use of twisted tape inserts results in a very high friction factor than that of plain tube. The
friction factor of 0.3% nanofluid flowing in a tube with TT-2 enhances 1.139-times at a
Reynolds number of 4000 and 1.026-times at a Reynolds number of 20000 compared to same
concentration fluid without twisted tape insert. Compared to water flowing in a tube, the
enhancement in heat transfer coefficient is about 1.26-times and 1.179-times under the same
Reynolds number.
5.2.3. Nanofluid in a plain tube with wire coil inserts
Experimental friction factor of CuO nanofluid flowing in a tube together with wire coil
inserts were calculated from Eq. (16) and the data was shown in Fig. 12. It indicates that, the
friction factor increases with increase of Reynolds number, particle concentrations and
decrease of wire coil pitch. It is also observed that, under same range of Reynolds numbers,
the effect of decreasing the pitch of wire coil insert is more prominent in friction factor
enhancement. Therefore, the highest friction factor is obtained for the wire coil with the
decreased pitch (WC-2). The trend of change in friction factor is in coherence with that for
the plain tube at low Reynolds number, but with rising Reynolds number, the friction factor
of wire coil inserted tubes is more increased compared to that of plain tube. It is also found
that the increase of friction factor for 0.3% volume concentration of CuO nanofluid at higher
Reynolds number is more. In fact, with the increase of Reynolds number, the coiled wire
induces a secondary flow, which in turn, promotes turbulence that leads in friction factor
increase [30]. The friction factor of 0.3% nanofluid flowing in a tube with WC-2 is enhances
1.196-times at a Reynolds number of 4000 and 1.042-times at a Reynolds number of 20000
compared to same concentration fluid without twisted tape insert. Compared to water flowing
17
in a tube, the enhancement in heat transfer coefficient is about 1.324-times and 1.198-times
under the same Reynolds number. Compared to heat transfer coefficient, the magnitude of
nanofluid friction factor with wire coil inserts is negligible and this will not affect any penalty
on the pumping of nanofluid into the test section. The percentage enhancement in Nusselt
number and friction factor of different volume concentrations of CuO/water nanofluid in a
tube with twisted and wire coil inserts were summarized in Table 6.
5.3. Correlation for Nusselt number and friction factor
The experimental Nusselt number of water, nanofluid, nanofluid with twisted and nanofluid
with wire coil inserts (135 data points) are fit into general equation with an average deviation
of 5% and standard deviation of 6% and the equation is given below:
(16)
, ,
,
In the similar way, the experimental friction factor of water, nanofluid, nanofluid with twisted
and nanofluid with wire coil inserts (135 data points) are fit into general equation with an
average deviation of 5.12% and standard deviation of 6.33% and the equation is given below:
(17)
,
The data obtained from Eq. (16) and Eq. (17) is shown in Fig. 13 and Fig. 14 along with the
experimental data.
5.4. Thermal performance factor
18
The thermal performance of twisted tape and wire coil inserts in turbulent flow of CuO/water
nanofluids is evaluated in terms of thermal performance factor for constant pumping power
condition. The thermal performance factor (η) can be defined as the ratio of the heat transfer
coefficient (or Nusselt number) ratio to the friction factor (or pressure drop) ratio at the same
pumping power:
(18)
Where is the index. The larger the values of the thermal performance factor, the more
suitable the enhancement heat transfer technique. The index is experienced different
values in previous literatures. In the laminar flow condition, Usui et al. [51] and Suresh et al.
[33] have considered = 0.1666 and Hashemi and Akhavan-Behabadi [13] have taken
. In the turbulent flow condition, Wongcharee et al. [30] and Abbasian-Arani and
Amani [52] have considered, . In order to investigate the influence of both twisted
tape and wire coil inserts and nanofluid techniques on thermal performance of the
equipments, the following equation was used in this study:
(19)
The variation of thermal performance factor with Reynolds number for 0.1% and 0.3%
nanofluid through twisted tape and wire coil inserts is illustrated in Fig. 15 and Fig. 16. The
thermal performance factor for all twisted and wire coil inserts are greater than unity. It
means that using both of the heat transfer enhancement techniques studied in this
investigation is a good choice in practical application. Also, WC-2 shows the best thermal
performance among other twisted tape and wire coil tubes. For example, at the highest
Reynolds number the thermal performance factor for nanofluids with TT-2 is 1.24-times and
19
for WC-2 is 1.36 respectively. So, under same particle loading and flow rates, the thermal
performance factor for wire coil inserts are more compared to twisted tape inserts.
6. Conclusions
The present work focuses on the estimation of heat transfer and friction factor CuO/water
nanofluid flowing in a plain tube with twisted tape and wire coil inserts. With the use of
nanoparticles in base fluid, the heat transfer coefficient is increases. A maximum of 17.62%
enhancement is obtained at 0.3% nanofluid at a Reynolds number of 20000. The heat transfer
coefficient is further enhances for nanofluid in a tube with twisted tape insert. The
enhancement is also depends on the twisted tape twist ratio. Higher heat transfer rates are
obtained with decrease in twist ratio. It is noticed that, with the use of TT-2, a maximum of
31.88% enhancement at 0.3% nanofluid in Reynolds number of 20000. The heat transfer
coefficient is also further enhances for nanofluid in a tube with wire coil inserts. A maximum
of 44.45% heat transfer enhancement for 0.3% nanofluid in a tube with WC-2 at a Reynolds
number of 20000 is observed. Nanofluid (0.3%) in a tube with twisted tape and wire coil
inserts causes higher friction factors in the order of 1.17-times and 1.19-times compared to
water flowing in a tube at Re = 20000. Compared to heat transfer enhancement, the
enhancement in friction factor is negligible. The thermal performance factor for nanofluids
with wire coil inserts is more effective than twisted tape inserts under same particle loading
and flow rate.
20
Nomenclature
Area,
Specific heat,
Inner diameter of the tube,
Friction factor
Twist tape pitch,
Heat transfer coefficient,
Current,
Thermal conductivity,
Length of the tube,
Mass flow rate,
Nusselt number,
Power,
Prandtl number,
Heat flow,
Heat flux,
Reynolds number,
Temperature, o
Thickness of the tape,
Voltage,
Velocity,
Greek symbols
21
Uncertainty
Pressure drop
Volume concentration of nanoparticles, %
Dynamic viscosity,
Density,
Subscripts
Bulk temperature
Experimental
Inlet
Outlet
Regression
Wall temperature
Appendix
Uncertainties associated with various parameters such as Reynolds number, heat flux, heat
transfer coefficient, Nusselt number and friction factor is estimated based on the procedure of
Beckwith et al. [49]. Uncertainties of various instruments are shown in Table 7.
Reynolds number, (A1)
Heat flux,
(A2)
22
Heat transfer coefficient, (A3)
Nusselt number, (A4)
Friction factor, (A5)
Acknowledgment
The authors would like to acknowledge the Portuguese Foundation of Science and
Technology (FCT) and J N T University-Hyderabad for performing the research work and the
author (L.S.S.) would like to thank FCT for his Post-Doctoral research grant
(SFRH/BPD/79104/2011).
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Figure captions
Fig. 1 (a) TEM image of CuO nanoparticles (b) sample preparation (c) bulk CuO nanofluid
preparation.
Fig. 2 Schematic representation of experimental setup.
Fig. 3 Images of inserts (a) twisted tape (b) wire coil.
29
Fig. 4 Experimental Nusselt number of water is compared with the data of Gnielinski [45]
and Notter-Rouse [46].
Fig. 5 Experimental Nusselt number of nanofluid with effect of Reynolds number and particle
concentration.
Fig. 6 Experimental Nusselt number of nanofluid in a tube together with twisted tape inserts.
Fig. 7 Experimental Nusselt number of nanofluid in a tube with TT-1 and TT-2
is in comparison with Sundar et al. [27] for Fe3O4 nanofluid in a tube with twisted
tape insert.
Fig. 8 Experimental Nusselt number of nanofluid in a tube together with wire coil inserts.
Fig. 9 Experimental friction factor of water compared with Blasius [47] and Petukov [48].
Fig. 10 Experimental friction factor of CuO nanofluid with effect of Reynolds number and
particle concentration.
Fig. 11 Experimental friction factor of nanofluid in a tube together with twisted tape inserts.
Fig. 12 Experimental friction factor of nanofluid in a tube together with wire coil inserts.
Fig. 13 Experimental Nusselt number is in compared with values from Eq. (16).
Fig. 14 Experimental friction factor is in compared with values from Eq. (17).
Fig. 15 Variation of thermal performance factor with Reynolds number for 0.1% and 0.3%
concentration of nanofluid flows inside twisted tape tubes.
Fig. 16 Variation of thermal performance factor with Reynolds number for 0.1% and 0.3%
concentration of nanofluid flows inside wire coil tubes.
Table captions
Table 1 Thermophysical properties of CuO nanoparticles and base fluid.
Table 2 Dimensions of twisted tape inserts.
Table 3 Dimensions of wire coil inserts.
30
Table 4 Various proposed correlations for the estimation of Nusselt number for nanofluid.
flowing in a tube with twisted and wire coil inserts.
Table 5 Various proposed correlations for the estimation of friction factor for nanofluid.
flowing in a tube with twisted and wire coil inserts.
Table 6 Percentage of Nusselt number and friction factor enhancements.
Table 7 Uncertainties of instruments and properties.
Table 1 Thermophysical properties of CuO nanoparticles and base fluid.
Particle/Base fluid Diameter
(nm)
Purity (%)
(kg/m3)
Surface area to
mass, (m2/g)
(J/kg K)
(W/m K)
CuO <50 nm 99 6310 29 525 17.65
Distilled water*
*All temperatures are in degrees Celsius [39].
Table 2 Dimensions of twisted tape inserts
Tube set (mm) (mm)
TT-0 (Plain tube) 14 Plain tube (Without inserts)
TT-1 14 140 10
31
TT-2 14 70 5
Table 3 Dimensions of wire coil inserts
Tube set (mm) (mm) (mm) (mm)
WC-0 (Plain tube) 14 -- -- Plain tube (Without insert)
WC-1 14 41.4 12.158 2 2.95 0.1428
WC-2 14 27.6 11.389 2 1.97 0.1428
32
Table 4 Various proposed correlations for the estimation of Nusselt number for nanofluid
flowing in a tube with twisted and wire coil inserts
Nanofluid/(
Insert) Expression Range Ref.
Al2O3-water (Twisted tape)
10000 < Re < 22000 0-0.5%, 4.50 < Pr < 5.5 0 < H/D < 83
Sundar and Sharma [27]
CuO-water (Twisted tape)
830 < Re < 1990 0.3% - 0.7%, H/D = 3
Wongcharee and Eiamsa-ard [29]
CuO-70:30% W/PG (Twisted tape)
1000 < Re < 10000 0-0.5%, 4.50 < Pr < 5.5 0 < H/D < 83
Naik et al. [38]
Fe3O4-water (Twisted tape)
3000 < Re < 22000 0-0.6%, 3.19 < Pr < 6.5 0 < H/D < 15
Sundar et al. [50]
TiO2-water Al2O3-water (Wire coil)
500 < Re < 4500 0.25% and 0.1% 5.89 < Pr < 8.95 115.3 < He<1311.4
Kahani et al. [37]
CuO-Base oil (Wire coil)
20 < Re < 120 0-0.3% p/d = 1.79, 2.14 and 2.50
Saeedinia et al. [36]
Al2O3-water (Wire coil)
Re < 2300 =0.1%, 2 < p/d < 3
Chandrasekar et al. [34]
33
Table 5 Various proposed correlations for the estimation of friction factor for nanofluid
flowing in a tube with twisted and wire coil inserts
Nanofluid/
(Insert)
Expression Range Ref.
Al2O3-water (Twisted tape)
10000 < Re < 22000 0-0.5%, 4.50 < Pr < 5.5 0 < H/D < 83
Sundar and Sharma [27]
CuO-water (Twisted tape)
830 < Re < 1990 0.3% - 0.7%, H/D = 3
Wongcharee and Eiamsa-ard [29]
CuO-70:30% W/PG (Twisted tape)
1000 < Re < 10000 0-0.5%, 4.50 < Pr < 5.5 0 < H/D < 83
Naik et al. [38]
Fe3O4-water (Twisted tape)
3000 < Re < 22000 0-0.6%, 3.19 < Pr < 6.5 0 < H/D < 15
Sundar et al. [50]
TiO2-water Al2O3-water (Wire coil)
500 < Re < 4500 0.25% and 0.1% 5.89 < Pr < 8.95 115.3 < He<1311.4
Kahani et al. [37]
CuO-Base oil (Wire coil)
20 < Re < 120 0-0.3% p/d = 1.79, 2.14 and 2.50
Saeedinia et al. [36]
Al2O3-water (Wire coil)
Re < 2300 =0.1%, 2 < p/d < 3
Chandrasekar et al. [34]
34
Table 6 Percentage of Nusselt number and friction factor enhancements
Nanofluid
Insert Nusselt number, Nu Friction factor, f
Re = 4000 Re = 20000 Re = 4000 Re = 20000
0.3%
TT-0
(Plain tube)
15.70% 17.62% 1.10-times 1.15-times
TT-1 23.85% 27.89% 1.13-times 1.08-times
TT-2 27.94% 31.88% 1.12-times 1.17-times
WC-1 28.99% 37.07% 1.20-times 1.11-times
WC-2 32.28% 44.45% 1.32-times 1.19-times
Table 7 Uncertainties of instruments and properties
Instrument name Instrument range
Measured variable
Least division in measuring instrument
Min. and Max. values measured in experiment
Uncertainty,
Thermocouple, oC 0-120oC Wall temperature,
0.1oC 45.66-72.96 0.13706
Thermocouple, oC 0-120oC Bulk temperature,
0.1oC 31.25-42.9 0.23310
Voltage, V 0-220 V Voltage, 0.1 V 0-220 0.04545
Current, I 0-20 I Current , 0.01 I 0-20 0.05
Resistance, R 0-53.3 R Resistance, 0.1 R 0-53.3 0.1876
U-tube manometer, cm
0-50 cm Height of the CCl4 1 mm 2.0-38.3 cm 0.003
Totalizer, liters 0-9999 liters.
Mass flow rate, kg/sec
1 liters 1-15 liters 0.00001
Properties Thermal conductivity, density, specific heat, viscosity 0.1
35
Fig. 1 (a) TEM image of CuO nanoparticles (b) sample preparation (c) bulk CuO nanofluid
preparation.
36
Fig. 2 Schematic representation of experimental setup.
37
Fig. 3 Images of inserts (a) twisted tape (b) wire coil.
38
Fig. 4 Experimental Nusselt number of water is compared with the data of Gnielinski [45]
and Notter-Rouse [46].
39
Fig. 5 Experimental Nusselt number of nanofluid with effect of Reynolds number and particle
concentration.
40
Fig. 6 Experimental Nusselt number of nanofluid in a tube together with twisted tape inserts.
41
Fig. 7 Experimental Nusselt number of nanofluid in a tube with TT-1 and TT-2
is in comparison with Sundar et al. [27] for Fe3O4 nanofluid in a tube with twisted
tape insert.
42
Fig. 8 Experimental Nusselt number of nanofluid in a tube together with wire coil inserts.
43
Fig. 9 Experimental friction factor of water compared with Blasius [47] and Petukov [48].
44
Fig. 10 Experimental friction factor of CuO nanofluid with effect of Reynolds number and
particle concentration.
45
Fig. 11 Experimental friction factor of nanofluid in a tube together with twisted tape inserts.
46
Fig. 12 Experimental friction factor of nanofluid in a tube together with wire coil inserts.
47
Fig. 13 Experimental Nusselt number is in compared with values from Eq. (16).
48
Fig. 14 Experimental friction factor is in compared with values from Eq. (17).
49
Fig. 15 Variation of thermal performance factor with Reynolds number for 0.1% and 0.3%
concentration of nanofluid flows inside twisted tape tubes.
50
Fig. 16 Variation of thermal performance factor with Reynolds number for 0.1% and 0.3%
concentration of nanofluid flows inside wire coil tubes.
51
Highlights
Heat transfer and friction factor characteristics of nanofluid flowing in a tube with
inserts are studied experimentally.
Increasing nanofluid volume concentration enhances the heat transfer and friction
factor.
Further heat transfer and friction factor enhancements for nanofluid in a tube with
twisted tape and wire coil inserts.
Maximum increase in Nusselt number of 45% for 0.3% nanofluid in a tube with wire
coil insert-2 under turbulent flow.
Two empirical correlations are developed to predict Nusselt number and friction
factor.