1 s2.0 S0378778815301675 Main
1 s2.0 S0378778815301675 Main
a r t i c l e i n f o a b s t r a c t
Article history: In this paper, a new simplified model to calculate surface temperature and heat transfer of radiant floor
Received 16 January 2015 heating and cooling system was proposed and established using the conduction shape factor. Measured
Received in revised form 9 July 2015 data from references were used to validate the proposed model. The results showed that the maximum
Accepted 20 July 2015
differences between the calculated surface temperature and heat transfer using the proposed model
Available online 29 July 2015
and the measured data were 0.8 ◦ C and 8.1 W/m2 for radiant floor heating system when average water
temperature between 40 ◦ C and 60 ◦ C. For the corresponding values were 0.3 ◦ C and 2.0 W/m2 for radiant
Keywords:
floor cooling systems when average water temperature between 10 ◦ C and 20 ◦ C. Numerically simulated
Radiant floor heating system
Radiant floor cooling system
data in this study were also used to validate the proposed model. The results showed that the surface
Surface temperature temperature and heat transfer of radiant floor calculated by the proposed model agreed very well with
Heat transfer the numerically simulated data when average water temperature changing from 25 ◦ C to 45 ◦ C for radiant
Conduction shape factor floor heating systems and from 10 ◦ C to 20 ◦ C for radiant floor cooling systems. Hence, the proposed model
was validated to be applicable and was believed to be potentially beneficial for the design and control of
radiant floor heating and cooling systems.
© 2015 Elsevier B.V. All rights reserved.
http://dx.doi.org/10.1016/j.enbuild.2015.07.056
0378-7788/© 2015 Elsevier B.V. All rights reserved.
286 X. Wu et al. / Energy and Buildings 105 (2015) 285–293
where qu is the heat exchange rate between the upwards partial The inputs for the proposed model include the pipe space,
surface of radiant floor and indoor environment, tw is the aver- inner/outer diameter of water pipe, thermal conductivity of floor
age water temperature, top is the indoor operative temperature, ˛u covering layer, thickness of floor covering layer, thermal conductiv-
is the total heat exchange coefficient between the upwards par- ity of screed layer, thickness of screed layer, thermal conductivity
tial surface of radiant floor and indoor environment and can be of thermal insulation layer, thickness of thermal insulation layer,
calculated by Eq. (7) [28] and ˛w is the convective heat exchange thermal conductivity of concrete layer, thickness of concrete layer
coefficient between inside surface of pipe and water and can be and thermal conductivity of water pipe as well as average water
calculated by Eq. (8) [29]. flow rate and temperature. When these motioned parameters are
known, we can calculate the surface temperature and heat trans-
7.67(tu − top )0.1 tu > top
˛u = (7) fer of radiant floor heating and cooling system using the proposed
5.7 tu < top model.
where tu is the upwards partial surface temperature of radiant floor. 3.1. Parameters of radiant floor heating and cooling systems
Table 1
Parameters of the radiant floor heating systems in literatures [12,21,30].
Cases co (W/(mk)) ıco (mm) scr (W/(mk)) ıscr (mm) ins (W/(mk)) ıins (mm) con (W/(mk)) ıcon (mm) M (mm) Do (mm)
Table 2
Parameters of the radiant floor cooling systems in literatures [15,23].
Cases co (W/(mk)) ıco (mm) scr (W/(mk)) ıscr (mm) ins (W/(mk)) ıins (mm) con (W/(mk)) ıcon (mm) M (mm) Do (mm)
In this study, we used the first method to validate the proposed As shown in Table 3, the maximum differences between the
model and the average water temperature was determined from calculated surface temperature and heat transfer of radiant
the measurement, as shown in Tables 3 and 4. floor heating systems using the proposed model and the cor-
Substituting the parameters of radiant floor (as shown in responding measured values are 0.8 ◦ C and 8.1 W/m2 when
Tables 1 and 2) as well as indoor operative temperature and aver- average water temperature changing from 40 ◦ C to 60 ◦ C. The
age water flow rate and temperature (as shown in Tables 3 and 4) difference between the calculated surface temperature and
into the proposed model, the surface temperature and heat transfer heat transfer of radiant floor heating systems and the corre-
of radian floor can be obtained, as shown in Tables 3 and 4. sponding measured data in references [12,21,30] is slightly
large. The reason for this may be due to the measured aver-
age water temperature in references [12,21,30] were greatly
(1) Radiant floor heating systems larger than the indoor operative temperature (see Table 3). This
Comparison of the calculated surface temperature and heat would contribute to a non-uniform distribution of surface tem-
transfer of radiant floor heating systems with the measured perature of screed layer and differ from the assumption in the
data can be seen in Table 3. proposed model.
Table 3
Comparison of the calculated surface temperature and heat transfer of radiant floor heating systems with the measured data in literatures [12,21,30].
Cases tw (◦ C) top (◦ C) Measured td (◦ C) Calculated td (◦ C) Error td (◦ C) Measured qd (W/m2 ) Calculated qd (W/m2 ) Error qd (W/m2 )
a
1 56.0 18.0 38.0 38.1 0.0 192.0 192.5 0.5
2a 57.0 22.1 35.3 34.9 −0.4 126.7 122.5 −4.2
3a 57.0 19.0 39.1 38.3 −0.8 193.0 184.9 −8.1
4a 59.0 18.0 33.2 32.5 −0.7 145.9 139.5 −6.4
5a 58.0 25.2 40.3 40.6 0.3 145.0 147.8 2.9
6a 56.0 24.0 34.8 34.7 −0.1 103.7 102.7 −1.0
7a 57.0 25.2 44.0 44.8 0.8 180.5 188.1 7.6
8a 57.0 22.4 42.6 42.6 0.0 193.9 194.2 0.3
9a 59.0 26.2 44.8 44.4 −0.4 178.6 174.5 −4.0
10a 50.5 23.3 35.5 35.0 −0.5 117.1 112.3 −4.8
11a 59.5 26.0 40.6 40.8 0.2 140.2 141.7 1.5
12a 58.0 24.2 38.4 39.0 0.6 136.3 142.0 5.7
13a 59.9 23.2 37.7 38.3 0.6 139.2 144.8 5.6
14b 40.0 21.0 26.1 26.1 0.1 55.2 54.6 0.5
Table 4
Comparison of the calculated surface temperature and heat transfer of radiant floor cooling systems with the measured data in literatures [15,23].
Cases tw (◦ C) top (◦ C) Measured td (◦ C) Calculated td (◦ C) Error td (◦ C) Measured qd (W/m2 ) Calculated qd (W/m2 ) Error qd (W/m2 )
Nowadays, many energy efficient building technologies such (2) The average temperature of supply and return water is consid-
as increased thermal insulation and air tightness have been ered as a typical reference temperature for calculation due to
extensively applied in the modern buildings. Theses energy the small water temperature change.
efficient building technologies will contribute to small build- (3) Resistance between water and inner pipe can be ignored when
ing heat loss and low energy demand in winter and also small the thermal conductivity of pipes is more than 100 W/(mK) [15].
average water temperature in the radiant floor heating systems. Otherwise, the resistance must be considered.
Hence, taking account of the practical conditions for the mod-
ern buildings, small average water temperature for radiant floor
heating systems should be used to validate the proposed model
and this work will be done in the next section.
(2) Radiant floor cooling systems
Comparison of the calculated surface temperature and heat
transfer of radiant floor cooling systems with the measured data
can be seen in Table 4.
As shown in Table 4, the maximum differences between the
calculated surface temperature and heat transfer of radiant
floor cooling systems using the proposed model and the cor-
responding measured values are 0.3 ◦ C and 2.0 W/m2 when
average water temperature changing from 10 ◦ C to 20 ◦ C. The
difference between the calculated surface temperature and
heat transfer of radiant floor cooling systems and the mea-
sured data in references [15,23] is small. This may be due to
that the measured average water temperatures in references
[15,23] were close to the indoor operative temperature, which
contribute to a uniform distribution of surface temperature of
screed layer and coincide with the assumption in the proposed
model.
Fig. 5. Relation between surface temperature and heat transfer of radiant floor and pipe space when ıscr = 65 mm, tw = 35 ◦ C.
(4) Heat conduction along pipe axis is ignored and the heat con- by using the finite difference method (FDM). The program is vali-
duction inside floor is two-dimensional steady state. dated against the standard EN ISO 10211 and EN ISO 10077-2 and
(5) Symmetric distribution of water pipelines. adopted as the test program for thermal performance calculation
of radiant floor in the standard ISO 11855 [25].
Based on the above assumptions, the numerical simulation In the HEAT2 program, there is an integrated pre-processor
model of radiant floor can be seen in Fig. 4. which is a CAD-like drawing program that makes it even simpler
Two-dimensional heat conduction differential equation which to generate input for a wide range of heat transfer problems. The
describes the heat transfer of radiant floor can be expressed as geometry is built using rectangles of different materials that may
following, overlap each other, and then a suitable input mesh will automat-
ically be generated when the pre-processor is used [31]. It is also
∂2 t ∂2 t
+ 2 =0 (16) possible to give the input for a problem numerically without using
∂2 x ∂ y the pre-processor [31]. In this study, since the shape of radiant
Four boundary conditions are needed to solve the above differ- floor is rectangle, the pre-processor was used and input mesh will
ential equation. automatically be generated.
∂t
=0 (17)
∂x 4.2. Comparison of the calculated data with the numerically
x=± M
2
simulated data
∂t
−scr = ˛u (tu − top ) (18)
∂y D Since the changes of parameters for the radiant floor except
y=ıco +ıscr − 2o
the pipe space, thickness of screed layer and average water tem-
∂t perature were relatively small in practice, typical parameters of
−con = ˛d (tds − top ) (19) the radiant floor heating and cooling systems in the standard ISO
∂y D
y= 2o +ıins +ıcon
11855 [25] were used as the inputs for the proposed model and the
The temperature fields of radiant floor are calculated by solving numerically simulated model, as shown in Table 5. Indoor opera-
the partial differential equation (as shown in Eq. (16)) using HEAT2 tive temperature was set as 20 ◦ C for the heating case and 26 ◦ C for
program [31], and then the heat transfer of radiant floor can be cal- the cooling case. When the pipe space, average water temperature
culated. HEAT2 is a PC-program for two-dimensional transient and and thickness of screed layer are given, the surface temperature
steady-state heat conduction within objects that can be described and heat transfer of radiant floor can be calculated by using the
in a rectangular grid. HEAT2 solves the heat conduction equation proposed model and the numerically simulated model.
Fig. 6. Relation between surface temperature and heat transfer of radiant floor and average water temperature when M = 150 mm, ıscr = 65 mm.
X. Wu et al. / Energy and Buildings 105 (2015) 285–293 291
Fig. 7. Relation between surface temperature and heat transfer of radiant floor and thickness of the screed layer when M = 150 mm, tw = 35 ◦ C.
Table 5
Parameters of the radiant floor heating and cooling systems in ISO 11855.
co (W/(mk)) ıco (mm) scr (W/(mk)) ins (W/(mk)) ıins (mm) con (W/(mk)) ıcon (mm) Di (mm) Do (mm)
(1) Radiant floor heating systems (2) Radiant floor cooling systems
Comparison of the calculated surface temperature and heat Comparison of the calculated surface temperature and heat
transfer of radiant floor heating systems with the numerically transfer of radiant floor cooling systems with the numerically
simulated data can be seen in Figs. 5–7. simulated data can be seen in Figs. 10–12.
Figs. 5–7 show that the surface temperature and heat transfer Figs. 10–12 show that the surface temperature and heat
of radiant floor calculated using the proposed model agree very transfer of radiant floor calculated using the proposed model
well with the numerically simulated data when the pipe space agree very well with the numerically simulated data when the
varied from 50 mm to 300 mm, the average water temperature pipe space varied from 50 mm to 200 mm, the average water
was from 25 ◦ C to 45 ◦ C and the thickness of screed layer was temperature was from 10 ◦ C to 20 ◦ C and the thickness of screed
from 35 mm to 95 mm. layer was from 35 mm to 95 mm.
As shown in Figs. 5–7, both the pipe space and average water As shown in Figs. 10–12, both the pipe space and average
temperature have large impact on the surface temperature and water temperature have large impact on the surface temper-
heat transfer of radiant floor heating systems, while the thick- ature and heat transfer of radiant floor cooling systems, while
ness of the screed layer seems has nearly no influence on the the thickness of the screed layer has nearly no influence on the
surface temperature and heat transfer of radiant floor heating surface temperature and heat transfer of radiant floor cooling
systems. This is mainly due to that the pipe space has rela- systems. This is mainly due to that the pipe space has rela-
tively large impact on the thermal resistance of radiant floor, tively large impact on the thermal resistance of radiant floor,
while the thickness of the screed layer has relatively no influ- while the thickness of the screed layer has relatively no influ-
ence on the thermal resistance of radiant floor, as shown in ence on the thermal resistance of radiant floor, as shown in
Figs. 8 and 9. Besides, average water temperature has no impact Figs. 8 and 9.
on the thermal resistance of radiant floor but large impact on
the temperature difference, as shown in Eq. (6).
Fig. 9. Relation between thermal resistance of radiant floor and thickness of the
Fig. 8. Relation between thermal resistance of radiant floor and pipe space. screed layer.
292 X. Wu et al. / Energy and Buildings 105 (2015) 285–293
Fig. 10. Relation between surface temperature and heat transfer of radiant floor and pipe space when ıscr = 65 mm, tw = 15 ◦ C.
Fig. 11. Relation between surface temperature and heat transfer of radiant floor and average water temperature when M = 100 mm, ıscr = 65 mm.
Fig. 12. Relation between surface temperature and heat transfer of radiant floor and thickness of the screed layer when M = 100 mm, tw = 15 ◦ C.
5. Conclusions the surface temperature and heat transfer of radiant floor, while
the thickness of screed layer had nearly no impact on the surface
A valid simplified model to calculate surface temperature and temperature and heat transfer of radiant floor.
heat transfer of radiant floor heating and cooling system was devel-
oped using the conduction shape factor. The effect of average water Acknowledgments
temperature, pipe space and thickness of screed layer on the surface
temperature and heat transfer of radiant floor were quantitatively This study was funded by National Natural Science Foundation
analyzed using the proposed model. The results showed that both of China (Grant number 51408482) and China Postdoctoral Sci-
pipe space and average water temperature had a large impact on ence Foundation (Grant number 2014M550496) and supported by
X. Wu et al. / Energy and Buildings 105 (2015) 285–293 293
International Centre for Indoor Environment and Energy (ICIEE) at [16] R.E. Hogan, B.F. Blackwell, Comparison of numerical model with ASHREA
Technical University of Denmark. design procedure for warm water concrete floor heating panels, ASHREA
Trans. (1986) 589–602.
[17] L.E. Hulbert, H.B. Nottage, C.V. Franks, Heat flow analysis in panel heating or
References cooling sections: case I – uniformly spaced pipes buried within a solid slab,
ASHVE Trans. 57 (1950) 22–32.
[1] R. Watson, C. Kirby, Radiant Heating and Cooling Handbook, McGraw Hill [18] L.F. Schutrum, G.V. Parmelee, Heat exchange in a floor panel heated room,
Professional, New York City, 2002. ASHVE Trans. 60 (1954) 495–502.
[2] B. Jan, B.W. Olesen, D. Petras, Low Temperature Heating and High [19] B. Kilkis, M. Eltez, S.S. Sager, A simplified model for the design of radiant
Temperature Cooling, REHVA, 2009. in-slab heating panels, ASHREA Trans. 101 (1) (1995) 210–223.
[3] B.W. Olesen, Possibilities and Limitations of Radiant Floor Cooling, American [20] L.R. Timothy, B. Kilkis, An analytical model for the design of in-slab electric
Society of Heating, Refrigerating and Air-Conditioning Engineers, Inc., Atlanta, heating panels, ASHREA Trans. (1998) 1112–1118.
GA, 1997. [21] Y. Liu, D. Wang, J. Liu, Study on heat transfer process for in-slab heating floor,
[4] B.W. Olesen, Radiant floor cooling systems, ASHRAE J. 50 (9) (2008) 16–20. Build. Environ. 54 (2012) 77–85.
[5] B.W. Olesen, Radiant floor heating in theory and practice, ASHRAE J. 44 (7) [22] L. Zhang, X. Liu, Yi.F J., Simplified calculation for cooling/heating capacity,
(2002) 19–26. surface temperature distribution of radiant floor, Energy Build. 55 (2012)
[6] B. Robert, B.W. Olesen, K.W. Kim, History of radiant heating and cooling 397–404.
systems, ASHRAE J. 52 (1) (2010) 26–31. [23] Q. Li, et al., Simplified thermal calculation method for floor structure in
[7] M. Koschenz, B. Lehmann, Thermoaktive Bauteilsysteme Tabs, radiant floor cooling system, Energy Build. 74 (2014) 182–190.
EMPAEnergiesysteme/Haustechnik, Zurich, 2000 (in German). [24] Handbook A, HVAC Systems and Equipment, American Society of Heating
[8] M.F. De, Transient heat conduction in a one-dimensional composite slab, Int. J. Refrigerating Air Conditioning Engineers, Atlanta, GA, 2011.
Heat Mass Transf. 43 (19) (2000) 3607–3619. [25] ISO/DIS. 11855-2, Building Environment Design–Design, Construction and
[9] X. Lu, P. Tervola, Transient heat conduction in the composite slab – analytical Operation of Radiant Heating and Cooling Systems – Part 2: Determination of
method, J. Phys. A: Math. Gen. 38 (1) (2005) 81–86. the Design Heating and Cooling Capacity, International Organization For
[10] J.V. Beck, A. Haji-Sheikh, D.E. Amos, D. Yen, Verification solution for partial Standardization, 2010.
heating of rectangular solids, Int. J. Heat Mass Transf. 47 (19–20) (2004) [26] C. Lu, Design Handbook for Floor Heating Construction, China Electric Power
4243–4255. Press, 2009 (in Chinese).
[11] A. Laouadi, Development of a radiant heating and cooling model for building [27] B. Qian, Y. Wu, J. Chang, et al., Concise Heat Conduction Handbook, Higher
energy simulation software, Build. Environ. 39 (4) (2004) 421–431. Education Press, 1983 (in Chinese).
[12] R. Holopainen, P. Tuomaala, J. Piippo, Uneven gridding of thermal nodal [28] T. Cholewa, R. Marian, S. Zenon, et al., On the heat transfer coefficients
networks in floor heating simulations, Energy Build. 39 (10) (2007) between heated/cooled radiant floor and room, Energy Build. 66 (2013)
1107–1114. 599–606.
[13] M. Koschenz, V. Dorer, Interaction of an air system with concrete core [29] G.S. Dai, Heat Transfer, 2nd ed., Higher Education Press, Beijing, 1999 (in
conditioning, Energy Build. 30 (2) (1999) 139–145. Chinese).
[14] S.F. Larsen, C. Filippín, G. Lesino, Transient simulation of a storage floor with a [30] S.Y. Ho, Simulation of the Dynamic Behavior of a Hydronic Floor Heating
heating/cooling parallel pipe system, Build. Simul. 3 (2) (2010) 105–115. System (Master of Science thesis), University of Alberta, 1992.
[15] X. Jin, X.S. Zhang, Y.J. Luo, R.Q. Cao, Numerical simulation of radiant floor [31] T. Blomberg, Heat 2-A Heat Transfer PC-Program: Manual for Heat,
cooling system: the effects of thermal resistance of pipe and water velocity on Department of Building Physics, Lund University, 1991.
the performance, Build. Environ. 45 (11) (2010) 2545–2552.