Format And Type Fonts


 

 CHEMICAL ENGINEERING TRANSACTIONS  
 

VOL. 39, 2014 

A publication of 

 
The Italian Association 

of Chemical Engineering 

www.aidic.it/cet 
Guest Editors: Petar Sabev Varbanov, Jiří Jaromír Klemeš, Peng Yen Liew, Jun Yow Yong  

Copyright © 2014, AIDIC Servizi S.r.l., 

ISBN 978-88-95608-30-3; ISSN 2283-9216 DOI: 10.3303/CET1439149 

 

Please cite this article as: Jegla Z., Hájek J., Vondál J., 2014, Numerical analysis of heat transfer in radiant section of fired 

heater with realistic imperfect geometry of tube coil, Chemical Engineering Transactions, 39, 889-894  

DOI:10.3303/CET1439149 

889 

Numerical Analysis of Heat Transfer in Radiant Section of 

Fired Heater with Realistic Imperfect Geometry of Tube Coil 

Zdeněk Jegla*, Jiří Hájek, Jiří Vondál 

Institute of Process and Environmental Engineering, Faculty of Mechanical Engineering, Brno University of Technology, 

Technická 2, 616 69 Brno, Czech Republic 

jegla@fme.vutbr.cz 

Complex numerical computations are performed for vertical cylindrical fired heater operated in crude oil 

atmospheric distillation unit to analyse the distribution of heat flux on the tubes of radiant section. The 

numerical model describes flow, gas combustion and radiative heat transfer inside the radiation section of 

the fired heater. Analysis of variations of heat flux on circumferential and longitudinal distribution on 

individual tube walls is executed comparing case of ideal (originally designed) tube coil geometry and tube 

coil containing typical real geometry imperfections (developed during years of operation). Results of heat 

transfer analysis confirm and quantify the significant effects of non-uniform heat flux distribution on 

individual radiant tubes negatively sharpened by geometry imperfections of tube coil. It is recognized, that 

fired heater design standards recommendations invoked in 1D design calculations of fired heaters are 

significantly underestimating real heat flux variability. 

1. Introduction 

Fired heaters for refinery processes are designed in accordance of relevant design standards. The 

American Petroleum Institute Standard 560 (API, 2007) is mostly used and thus can be considered as the 

dominant fired heater design reference worldwide (Jegla, 2008). Despite regular updates of this standard, 

the principle of calculation of important operating parameters of the fired heater radiant section remains 

the same, based on average heat flux to the radiant tubes. While the average radiant section heat-flux rate 

is an indicator of overall heater performance, it is not a good indicator of localized heater performance, 

because real heat flux varies in radiant section significantly from average value (Martin, 1998). 

1.1 Motivation of study from fired heater design point of view 
The significant variation of the real heat flux distribution around the length and circumference of fired 

heater tubes was studied in depth over the years by various authors resulting in estimation technique 

standardized in several updates of API Standard 530, with the latest version in (API, 2008). The 

calculation using the API Standard 530 (API, 2008) yields estimate of maximum tube temperature, which is 

a critical parameter for the safety and lifetime of the heater. 

The maximum tube temperature is in design calculations estimated dominantly using the product of 

average radiant heat flux and several empirical correction factors, which can be insufficient for dependable 

decision support on the lifetime of tube systems under specific operating conditions. The purpose of the 

present work is thus to contribute to improving the accuracy of prediction of tube system lifetime through 

the analysis of real circumferential and longitudinal variation of heat flux inside standardly operated vertical 

cylindrical radiant section of fired heater designed by above mentioned API standards. 

2. Description of analyzed fired heater 

For numerical analysis purpose was taken typical vertical cylindrical fired heater (containing standard 

radiant and convective section), commonly and long-time operated in crude oil atmospheric distillation unit, 

from which complete geometry and plant operating data are available. 



 

 

890 

 
 

Tubes of 
Convection 

Section 

Tubes of 
Radiant 
Section 

Burners 

  

Figure 1: Sketch of vertical cylindrical fired 

heater arrangement 

Figure 2: Important geometry imperfection in the bottom 

part of radiant coil  

Radiant section of mentioned refinery fired heater and its tube system have been designed in accordance 

with the relevant abovementioned API Standards. Fired heater is of vertical cylindrical type (see typical 

scheme of such fired heater type in Figure 1) with nominal firing capacity of 24 MW and working in process 

of atmospheric distillation of crude oil. There are a total of six staged-gas burners vertically oriented and 

mounted on bottom of radiant section, equipped with guide-vane stabilizers (swirlers), each of nominal 

firing duty 4 MW. 

Tubular system of radiant section is created by 60 tubes of outer nominal diameter 194 mm, each tube is 

approx. 17 m length. Tubular system is placed on tube coil circle diameter (DC) of approx. 6.7 m. So the 

shape of radiant section is characterized by ratio of tubular system height (or length L) to tube circle 

diameter which is L/DC = 17/6.7 = 2.5.  

During years of fired heater operation the development of some imperfections of radiant tube coil geometry 

occurs. These imperfections are typical for most of long time operated fired heaters and consists of some 

kinds of deformations or deflection of some tubes from their original position. Figure 2 illustrates significant 

deformation which is far from designed conditions. 

3. Modeling and measurement aspects of heat flux 

Calculation prediction, modelling and measurement of heat flux variation in process and power combustion 

equipment are under continuing research and development activities academic and industrial research 

group. Brief discussion of the most important aspects from this areas is now performed in relation to our 

analysis. 

3.1 Aspects of basic calculation prediction of heat flux variation 
Design of fired heaters is generally performed for allowable average radiant heat flux, as one of the most 

closely watched design factors of fired heaters. Determining of average radiant heat flux (qr) requires as 

first step to determine the radiant heat duty (Qr). Its calculation generally depends on many factors, 

including the furnace geometry, combustion conditions and heated fluid temperature. For radiant section 

heat duty calculation are frequently used well-established, 1D generalized techniques, such as Lobo-

Evans, Wimpress etc., as reviewed for example in (Couper et al., 2005). However, 1D techniques heavily 

rely on general and ideal assumptions regarding the shape of distribution of heat flux along length and 

circumference of tubes in coil. For instance, an influence of distance between wall surface of radiant 

section and placed tube centre is usually considered using so called view factor. In case of typical vertical 

cylindrical fired heater with radiant tube coil designed as one single tube row against the lining wall, when 

the distance between wall surface and tubes centreline is less than spacing of tubes, the view factor can 

be read from Figure 3a), according to ratio of tube spacing (s) and tube outer diameter (D). In this figure 

we also can see how much of the total value of view radiation factor of tubes (solid line) should come from 

direct radiation of flue gas (dashed line) and reradiation from lining wall (dotted line). When the radiant 



 

 

891 

heat duty (Qr) is determined, the average radiant heat flux (qr) is obtained by dividing Qr by the total radiant 

heat transfer area (Ar). 

a)

 

b)

 

Figure 3: a) View factor for single tube row against the lining wall (solid line – total radiation, dashed line – 

direct radiation, dotted line – reradiation from wall), b) Tube-circumference heat flux variation factor FC for 

single tube row against the lining wall (based on data from API, 2008) 

The obtained average radiant heat flux (qr) is then used for prediction of so-called local-maximum radiant 

heat flux qm. According to API Standard 530 (API, 2008), the local-maximum radiant heat flux qm can be 

calculated from average radiant heat flux qr as follows: 

 
rcrcrTLCm

qqqFFFq   (1) 

where FC is a tube-circumference heat flux variation factor, FL is a tube-longitudinal heat flux variation 

factor, FT is a tube-surface temperature heat flux variation factor and qrc is the convective component of 

the average radiant section heat flux qr. 

Because the entire tube circumference is considered also in calculating qr (as described in text above 

Figure 3) tube-circumference heat flux variation factor FC tends to be in such 1D calculation somewhat 

higher. Factor FC varies with tube spacing, as demonstrates Figure 3b). 

Prediction of local-maximum radiant heat flux qm from Eq(1) may be sufficient for the purpose of 

calculation of maximum radiant section tube skin temperature and tube material selection. However, for 

dimensioning of tubular system of radiant section (sizing of tube coil) and prediction of its thermal 

properties this is rather insufficient, because real heat flux distribution in radiant section strongly influences 

character of two-phase flow regimes of heated fluid in radiant tubes. Insufficient prediction of real 

distribution of heat flux in radiation section is frequently the source of important fired heater operating 

troubles, as described for example in (Jegla et al., 2011). 

These problems stem from the known fact that accurate determination of individual correction factors FC, 

FL and FT for Eq (1) is very difficult, since they depend on the fuel characteristics, combustion conditions, 

burner design, shape of flames and their interactions, arrangement and dimensions of radiant section and 

radiant coils, flue gas flow inside radiant section, etc. 

The very promising 1D method for more accurate prediction not only local-maximum heat flux but also for 

variety prediction of local heat flux along height (length) of cylindrical radiant section seems to be method 

based on modified plug-flow model calculation technique utilizing for calculation actuall burner thermal 

behaviour obtained from experimental test of given burner on testing facility. Initial development stage of 

this predictive model (which is now under detail verification research) was presented by Jegla (2013). 

3.2 Actual situation in fired heater numerical modelling methods and industrial experiments 
Rigorous fired heater simulations reported in the literature have mostly concentrated on box or cabin types 

for various refinery processes. For example Oprins and Heynderickx (2003) studied radiation section of a 

thermal cracking furnace, while Lan et al. (2007) performed a coupled simulation of ethylene furnace and 

Hu et al. (2012) performed a coupled simulation of a naphtha cracking furnace equipped with long-flame 

radiation burners. Of these, only Lan et al. (2007) paid some attention to circumferential distribution of tube 

skin temperature and heat flux. In their case however, the tubes had flames on both sides. 

Experimental works concerned with the measurement of heat flux in tubular furnaces and boilers have 

been mostly related with measurements and methods of measurement for the total heat flux along the 



 

 

892 

 
whole circumference of a tube. Even such measurements are however scarce, and robust methods for 

such measurements are not widely used as, among other, discussed e.g. in Taler et al. (2009), where new 

method to measure the local heat flux to membrane water-walls in steam boilers is proposed, however not 

applicable to the case of free standing tubes immersed completely in the radiating medium. 

Measurements of tube skin temperature are obviously very demanding, too. Durable thermocouples do not 

offer sufficient spatial detail as well as accuracy. Optical methods are limited by direct visibility of the tube 

surface, making the measurement of circumferential profile of tube skin temperature very difficult. Even 

though interesting possibilities of 3D measurements in furnaces appeared recently (Cheng et al., 2014). 

It therefore seems that rigorous numerical modelling is currently the best available technique to analyze in 

detail heat flux and tube skin temperature distribution on tubes in fired heaters, as, for example, 

recommended also Martin (1998). 

3.3 Characteristics of applied numerical model 

Computational procedure adopted for our analysis has been tuned for heat flux prediction in fired heaters 

as documented in (Vondál, 2012). It is based on application of best available techniques that are 

computationally manageable for the purpose of engineering computations. 

Numerical model includes the reactive flow in the flames of the radiant section. Global single-step 

chemical mechanism is used to approximate the combustion reactions. Turbulence-chemistry interaction is 

included using eddy-dissipation model. Radiation is modelled by the discrete-ordinates method and 

absorption coefficient is determined by an updated weighted-sum-of-grey-gases model. Flow in the unit is 

unstable, caused mainly by precessing vortices of the flames and internal recirculation; thus simulation is 

performed in unsteady mode. Commercial system ANSYS FLUENT is employed for computations. 

Boundary condition on the tube walls assumes a constant inner skin temperature, chosen in order to 

enhance direct comparability of data collected on individual tubes. Conduction in the tube walls is enabled 

in the radial direction as well as axially and tangentially (shell conduction). Shell conduction is enabled also 

in the wall of the furnace, and wall properties correspond to refractory bricks. 

Radiant section’s geometry and tube system geometric model of the studied fired heater closely resembles 

real situation of operated fired heater and has been designed with deliberate modifications of the nominal 

geometry that are observed in fired heater after a significant part of their lifetime. Thus the simulation not 

only enables to analyse the variability of heat flux distribution, study reasons that cause it, but also to 

analyse the effect tube coil deformations have on heat flux distribution.  

4. Results 

Tubular system of analysed radiant section represents two-passed tube coil created totally by 60 tubes 

(placed in one row around circular lining wall) with the constant outer diameter (D) 194 mm and with tube 

spacing (s) 350 mm. Nominal distance of tube centre from lining surface is (e) 232 mm. The ratio s/D is 

then 1.8 and e  s. The height of radiant section is approx. 17 meters. In order to simulate poor fixation of 

individual tubes of the tube coil, some of the tubes are moved from the nominal position closer or farther 

from the wall and/or to neighbouring tubes. 

Results from 1D global heat transfer analysis using the abovementioned method of view factors give the 

following main data about tube-circumferential heat flux variation. The flame-side maximum local heat flux 

is predicted at 172 % of average heat flux, wall-side minimum local heat flux is predicted at 58 % of 

average heat flux. 

The variability of circumference local heat flux predicted by CFD simulation is however much higher than in 

the 1D design calculation. Flame-side peak heat flux is 332 % of average heat flux, while wall-side 

minimum is 16 % of average heat flux. This means that variability of the heat flux predicted by CFD 

simulation is about two times bigger than that predicted by a standard 1D model. 

Resulting heat flux profile around the circumference of individual tubes presented below are taken from a 

level 5 m above the floor of radiant section, which is the height with peak heat flux as documented by 

Figure 4b. Figure 4a displays a polar plot of typical heat flux profile around tube in nominal location (also 

neighbours in nominal positions). Circumferential tube heat flux profiles predicted by the CFD simulation 

varies significantly among individual tubes even at the same height, as flow in the furnace is complex, 

recirculating and non-symmetrical. 

When we predict local-maximum heat flux (qm) for analysed radiant section using 1D model by Eq(1) with 

values of heat flux variation factors FC = 1.9, FL = 1.1 and FT = 1.0, as recommended API (2008) we get  a 

value qm = 55.64 kW/m
2
. 

However, from Fig. 4b it can be seen that CFD analysis gives a value of maximum peak of heat flux profile 

in radiant section (i.e. max. value of solid line profile in Figure 4b) higher by more than 40 % (and absolute 



 

 

893 

local maximum heat flux, i.e. the place on “top” of the error bar profile in place of maximum in Figure 4b 

gives value higher by 70 %!). 

a)  b)  

Figure 4 a) Tube circumferential total absorbed heat flux variation (values in W/m
2
) on level 5 m from floor 

of radiant section (tube in nominal position), b) vertical (i.e. longitudinal) variation of total heat flux with 

error bars displaying standard deviation in half-metre horizontal sections 

a)  b)  

Figure 5 Tube circumferential total absorbed heat flux variation (values in W/m
2
) on level 5 m from floor of 

radiant section, a) tube closer to flame than nominal, b) tube closer to wall 

Historically, a maximum L/DC ratio of 2.7 was considered good design practice to minimize heat flux 

variation in radiant section, as reported by Martin (1998). For such good shapes of radiant section, the 

values of tube-longitudinal heat flux variation factor FL are recommended by (API, 2008) in range from 1.0 

to 1.5. However, many operated fired heaters is designed above 3.0 L/DC ratio of radiant section (typically 

cabin types of fired heaters). Such designs are classified as long, tall or narrow and have large heat flux 

variation (Martin, 1998). For such shape of radiant sections API (2008) recommends to use values of FL 

factor above 1.5. 

Radiant section shape (i.e. ratio of L/DC) influences not only heat flux variation, but also overall fired heater 

economy (investment and operating costs) as reported by (Jegla, 2006) who identifies for given economic 

situation radiant section of vertical cylindrical fired heater with optimum ratio of L/DC = 2.4. 

Additionally to previous information, the above presented results of our numeric analysis for radiant section 

with L/DC ratio 2.5 show (especially Figure 4b) that utilisation of staged (i.e. low-NOx) burners can 

dramatically influence the heat flux variation even of such good shape radiant section. The maximum local 

heat flux variation obtained by CFD simulation (i.e. max. value of solid line profile in Figure 4b) show that 

for appropriate prediction of value of maximum local heat flux by 1D method through Eq(1) recommended 

by (API, 2008) it is necessary to use value of FL factor higher than 1.5 (strictly speaking from range 1.5 to 



 

 

894 

 
1.6). Such value, however, is recommended by API (2008) to use in case of long, tall or narrow radiant 

sections only (as discussed above).  

Two examples of typical geometry imperfections, i.e. tubes that are slightly shifted by D/2 towards the 

flame and to the wall, respectively, are presented in Figure 5. The influences of these geometry 

imperfections on circumference heat flux profile are clearly obvious from comparison with situation of the 

same tube without any geometry imperfection presented in Figure 4a. More detailed discussion of wall-

tube distance influence on circumference heat flux profile is performed by Hájek et al. (2014). 

5. Conclusions 

Typical vertical cylindrical fired heater with staged gas burners operated in crude oil atmospheric 

distillation unit is simulated numerically to analyse the distribution of heat flux on the tubes of radiant 

section. Results are compared with classic standardized fired heater design calculations and significantly 

greater variability is revealed. Attention is also focused on the qualitative and quantitative impact of some 

typical real geometric imperfections often present in real tube coils. Results provide information allowing 

the critical assessment of the classical fired heater design methods and some of the assumptions and 

design standards recommendations involved in those design methods. Classic design calculation method 

has been shown to be optimistic regarding heat flux uniformity on the radiant section tube coil. 

Acknowledgement 

The authors gratefully acknowledge financial support provided within the project “NETME CENTRE PLUS” 

(National Sustainability Programme I / LO1202) which is co-funded by the Ministry of Education, Youth and 

Sports of the Czech Republic. 

References 

API, 2007, Standard 560, Fired Heaters for General Refinery Service, In 4th edition, American Petroleum 

Institute, Washington, D.C., USA. 

API, 2008, Standard 530, Calculation of Heater-tube Thickness in Petroleum Refineries, In 6th edition, 

American Petroleum Institute, Washington, D.C., USA. 

Cheng Q., Zhang X., Wang Z., Zhou H., Shao S., 2014, Simultaneous Measurement of Three-Dimensional 

Temperature Distributions and Radiative Properties Based on Radiation Image Processing Technology 

in a Gas-Fired Pilot Tubular Furnace, Heat Transfer Engineering, 35(6-8), 770–779.  

Couper J.R., Penney W.R., Fair J.R.,Walas S.M., 2005, Chemical Process Equipment, Selection and 

Design, Second Edition, Elsevier Inc., Oxford, UK. 

Hájek J., Jegla Z., Vondál J, 2014, Numerical Analysis of Radiant Section of Fired Heater Focused on the 

Effect of Wall-Tube Distance, Computer Aided Chemical Engineering, 33, 331-336. 

Hu G., Wang H., Qian F., Van Geem K.M, Schietekat C.M., Marin G.B., 2012, Coupled Simulation of an 

Industrial Naphtha Cracking Furnace Equipped with Long-Flame and Radiation Burners, Computers & 

Chemical Engineering, 38, 24–34. 

Jegla Z., 2006, The Conceptual Design of Radiant Chamber and Preliminary Optimization of a Process 

Tubular Furnace, Heat Transfer Engineering, 27, 50-57. 

Jegla Z., 2008, Optimum Arrangement of Tube Coil in Radiation Type of Tubular Furnace, Heat Transfer 

Engineering, 29(6), 546–555. 

Jegla Z., 2013, Development of Modified Plug-Flow Furnace Model for Identification of Burner Thermal 

Behavior, Chemical Engineering Transactions, 35, 1195-1200. 

Jegla Z., Kohoutek J., Stehlik P., 2011, Design and Operating Aspects Influencing Fouling Inside Radiant 

Coils of Fired Heaters Operated in Crude Oil Distillation Plants, In Proceedings of Heat Exchanger 

Fouling and Cleaning IX, 5-10 June 2011, Crete Island, Grece. 

Lan X., Gao J., Xu C., Zhang H., 2007, Numerical Simulation of Transfer and Reaction Processes in 

Ethylene Furnaces. Chemical Engineering Research and Design, 85(12), 1565–1579. 

Martin G.R., 1998, Heat-Flux Imbalances in Fired Heaters Cause Operating Problems, Hydrocarbon 

Processing, 77, 103-109. 

Oprins A.J.M., Heynderickx G.J., 2003, Calculation of Three-Dimensional Flow and Pressure Fields in 

Cracking Furnaces, Chemical Engineering Science, 58(21), 4883–4893. 

Taler J., Duda P., Weglowski B., Zima W., Gradziel S., Sobota T., Taler D., 2009, Identification of Local 

Heat Flux to Membrane Water-Walls in Steam Boilers, Fuel, 88(2), 305–311. 

Vondál, J., 2012, Computational Modeling of Turbulent Swirling Diffusion Flames, PhD Thesis., Brno 

University of Technology, Brno, Czech Republic.