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ISIJ International. Vol. 36 (1996), No. 6, pp. 667-672 Melt Flow Characterization in Continuous Casting Tundishes YogeshwarSAHAIand Toshihiko EM11) Departmentof Materials Science and Engineering, TheOhio State University, 2041 College Rd.. Columbus,OH,4321OUSA. 1)Base Metal Research Station, Institute for AdvancedMaterials Processing, TohokuUniversity. Katahira. Aoba-ku, Sendai, 980-77 Japan. (Received on December5, l995, accepted in final form on January 18. 1996) Melt flow in continuous casting tundishes is normal[y characterized by a combinedmodel. The model is used to analyze the residence time disttibution of fluid in a tundish, In this model, the fluid volume in tundish is considered to be consisting of the plug flow, well-mixed flow, and dead volumes. Although this model was proposed over 20 years ago, most researchers have either used it incorrectly or madean assumption in analyzing melt flow in tundishes. Both approaches may lead to incorrect and misleading calculations of the dead volume. In this paper, the combinedmodel has been discussed and its correct application to tundish melt flow has been outlined, KEYWORDS:continuous casting; tundish; modeling; combinedmodel; plug flow; mixedflow, deadvolume; clean steel; inclusions. 1. Introduction The tundish in a continuous casting operation is an important link between the ladle, a batch vessel, and the casting mold with a continuous operation. It has traditionally served as a reservoir and distributor of molten steel but now, its role has considerably expanded to deliver metal of desired cleanness and composition. With the increasing emphasis on the stringent quality control and reduced cost of production, in future, it may be required to take up on someadditional responsibilities, such as refining andprocessing. Thus, the inclusion flota- tion and separation, and the composition adjustment have nowbecomeimportant functions of a tundish. The efficiency and optimization of these processes require a close control of the molten steel flow characteristics within the tundish. If the flow of metal in the tundish is not properly controlled, it mayeven deteriorate the 'quality' of steel produced in the ladle. Thus, tundishes, in terms of their shapeand use of the flow control devices (dams, weirs, baffles, pour pads, etc.), are designed to provide optimumflow characteristics. To assess the effectiveness of a given tundish design, researchers have simulated the metal flow either mathe- matically or physically, before actually using the design in actual industrial production. Mathematical modeling has been used by manyresearchers for fiow predictions. There are several commercial software packages which can be used for predicting melt flow and residence time distribution in tundishes. In spite of all claims for their user friendliness, these codes are not very simple to use, and can only be used by highly trained professionals. The results obtained by these computer programs, Iike any other computer program, are dependent on the as- 667 surnptions and the boundary conditions used in solving them. Thus, any inappropriate boundary condition may lead to erroneous and misleading results. Evennow, the use of these codes to treat free surface or multi-phase flow which mayexist in a tundish is relatively difficult and cumbersometask. It is therefore recommendedthat the results of a mathematical model must be verified by actual experiments, such as water modeling. Watermodeling, on the other hand, is relatively straight forward experimentation and can be madeby relatively less experienced personnel. A carefully planned experi- mentmaygive very useful results, and the correct inter- pretation of these results mayprovide an insight into the tundish design. Water modeling in full or reduced scale model of a tundish has been a very popular meansof physical simulation of melt flow in tundishes. It is a rel- atively quick and less expensive method of qualitative and semi-quantitative study of the melt flow and hence, the design assessment of a tundish. In such studies, a tracer (e.g, dye, acid, or salt) is injected in the incoming water stream and its concentration at the exit is record- ed as a function of time. The plot of the exit concen- tration against time is knownas the Residence Time Distribution (RTD) curve. The RTDof the fluid in a tundish is analyzed to characterize the flow which, normally, includes the determination of the extent of mixing (plug and mixed volumes) and dead volume in the tundish. Thechoice of dye as a tracer also provides fiow visualization which mayput the results obtained by the RTDanalysis in proper perspective, Oneof the models which has been extensively used for the analysis of the RTDcurve is a combined or mixed model for the calculation of the plug fiow, mixed flow, and dead volumes in a tundish. In the plug fiow @1996 ISIJ ISIJ International. Vol. region, the longitudinal mixing is non-existent, however, there maybe transverse mixing to any extent. In the plug flow, all fluid elements have equa] residence times in the tundish. The mixed flow is the other extreme where the mixing in a tundish is maximumpossible. The dead volumel) is the fluid that movesslowly in the tundish and stays for longer than two times the mean residence time (see definition* below). A review of the tundish modeling literature shows that the combined mode]has beenmisinterpreted and used incorrectly. The assumption used in the calculation of the dead volume maylead to a significant error in the dead volume. The authors are not aware of any publication in the open literature where this model has been correctly applied (without the assumption) to the tundish flow. The pur- pose of this paper is to discuss the combinedmodel and outline its application to the tundish melt flow character- ization. Basedon the authors' experience of dealing with the researchers in steel and related (ceramic flow control device manufactures) industries, especially in the North America, the purpose is clearly worthwhile. Most of the theoretical framework and definitions presented in this paper are taken from Levenspiel's book.1) 2. CombinedModel The simplest type of a combinedmodel and the one most frequently used for the flow characterization in tundishes assumesthat the following three kinds of flow regions are present in the total volume of the fluid in a tundish. Plug fiow region, Mixed region, and 36 (1996), No. 6 Deadregion. 3 Actrve Volume Anycombination of the plug flow and well-mixed flow volumes maybe termed as an active volume. Consider that fluid fiowing in a vessel maybe represented by a combination of the plug flow and well mixed regions as shownin Figs. l(a) and 1(b). Theorder of the two regions is reversed in the two models. The two models give anidentical tracer response to a pulse or any other type of input for a linear system. A Iinear system is one in which any change in the input or stimulus signal results in a corresponding proportional change in the output or response signal. The residence time distribution curve is shownin Fig. 2. As shownin this figure, the minimum residence time (O*i.) corresponds to the plug volume fraction (Vp/V), and maximumconcentration (C~..) is equal to the inverse of the well mixed volume fraction (V/V*). WhereVp, V*, and Vare the plug, mixed, and total volumes, respectively. The equation of the expo- nential decay curve is given in the figure. 4. DeadRegion For the simplicity of discussion, the deadvolumemaybe divided into two types. In the first type, the liquid in the dead region is considered to be completely stagnant such that the incoming fluid does not even enter this region. Figure 3schematically represents a system with this type of dead volume. In the second type, the fiuid in this region movevery slowly, and as a result sorne fluid stays muchlonger in the vessel. In fact, the fluid in the dead region continually exchangeswith the fluid (a) fl ~.Y_~{:.~ c INPUT C PLUGFLOW o e--> VP MIXEDFLOW vp/V e=> Vm ' Vp/V o•-> (b) fLllIPr"~Ul'~~Us_rEc INPUT MIXEDFLOW o e--~ Vm c PLUGFLOW o e•-~ VP c v !V e'-~' Fig, l. Acombinedmodel representing plug volume and mixed volume. C ::-Lmax Vm 1, C [- )J v"'p vl~ (e-l~v_'vl Q=Q ACTIVEREGION Va Omin = =y Time , eV Fig. 2. C-curve for a combinedmodel presented in Fig, l. DEAD REGION Qd= O Vd Frg. 3. Flow through active and dead (stagnant) regions of a combinedmodel. * Meanresidence time is the ratio of the volume of liquid to the volumetric flow rate. @1996 ISIJ 668 ISIJ International, Vol. 36 (1996), No. 6 Q Qa ACTIVE REGION V, Qd DEAD REGION Vd Q ACTIVE QREGION Va Qd DEAD REGION Vd Flow through active and dead (slow moving) regions of a combinedmodel. C Q 1.2 0.8 0.6 0.4 0.2 O Total Area up to e= 2 Q* Q Area Q-dQ Fig. 4. in the active region. Thus, the fluid which stays in the vessel for a period longer than two times the meanresi- dence time is considered as the dead volume. Twoalter- native waysof schematically representing a system with slow movingdead volume are shownin Fig. 4. Thedead volurne in most of the normally operating tundishes falls in the second type, and is characterized by a long tail extending beyondthe two times the meanresidence time. The average residence time of the fluid for any given tundish at a constant volumetric flow rate remains con- stant. Thus, the slower movingfluid or deadvolumestays 10nger in the tundish at the expense of other fluid. In other words, if somefluid assumesmuchlonger residence time in the tundish, an equivalent amountof other fluid has, accordingly, a shorter residence time in the tundish. This faster moving melt maynot spend sufficient time to separate and fioat out the non-metallic inclusions. Also, molten metal in the dead (slow moving) regions mayloose sufficient heat, andmaystart to solidify metal. Thus, tundishes are designed to have dead volume as small as possible. Consider a combined model consisting of an active (plug fiow and well-mixed fiow) and a dead regions. As depicted in Figs. 3and 4, Iet the total volume of the system be Vwhich is divided into an active volume of V* and a dead volume of Vd. Let the total volumetric flow rate through the system be Qwhich is also divided in Q* through the active region and Qdthrough the dead region. For completely stagnant deadvolume (represent- ed in Fig. 3). QdWill be zero and Qwill be equal to Q*. For a dead region with slowly moving fluid, a typical experimentally obtained RTDis shownin Fig. 5. ARTD curve corresponding to a pulse input is knownas the C-curve. Let the dimensionless meantime of the C-curve upto the cutoff point of dimensionless time, O=2be ~c,then e~c = measuredmeantime upto e=2 measuredt~c meanresidence time ~t .(1) O 1 2 43 ~.=Jy .~ e v Q. Fig. 5. A typical residence time distribution curve for flow in a tundish e~c tc V./Qa _ V. . Q ,.......,.(2) ~ ~ V/Q ~ V Qa """~ Va _ Qa . ~ ..........(3)V~Q c Thus, the dead volume fraction Vd I Qa . O~c """""(4)V Q The term Q./Q is the area under the C-curve from e=0 to 2, and represents the fractional volumetric flow rate through the active region. With the presence of dead region(s), the measuredaverage dimensionless residence time, ec ...... ..........(5) If the dead region is completely stagnant (as in Fig. 3) so that the fiowing fluid does not enter or leave the region, the volumeof the system through which the fluid flows in the system is effectively reduced to Va (or QalQ is one in Eq. (4)). Thus, the deadvolume fraction will be V = I -ec """""(6) The dead volume fraction with stagnant volume is given by Eq. (6), which is a special case of Eq. (4). The dead volume with the slowly moving fluid is given by Eq. (4). 5. Application of the CombinedModel to Melt Flow in Tundishes As stated earlier, a typical experimental C-curve ob- tained in water model studies or in an actual tundish showsan extended tail beyond the time, 0=2. This in- dicates the existence of a slow moving flow through the dead regions. As shownschematically in Fig. 6, there mayexist dead regions on the downstreamside of the damsand weirs, or near the end wall. Figures 7and 8 are taken from literatures where detailed flow patterns in different tundishes are predicted by the solution of the Navier Stokes' equation. Figure 7is taken from the 669 C 1996 Is[J ISIJ International, Vol. 36 (1996), No. 6 DeadVolume .\~..x\",r* "'//. '//.. Table l. Estimated error in dead volume calculation by ignoring the QdlQ. Qd/Q Correct Vd/V (Eq. (4)) Elrol In V IV O 0.01 0.05 O. 1 O, l O, I09 O, 145 0,19 O 90/0 450/0 900/0 Frg. 6. Representation of melt flow in a tundish having dead volumeand exchangeof liquid with the active volume. Inlet End O.OS M/S =-~> ~ \ -- L '/'L'~~._*. ~' li L 1"'I-ff'-!T - " ' : i:~ .,~~ l\ ,,(' Continuous temperature measl l / ~ / ///// ~/ ///~/ / / 't ~//// /~ /ll/ , ,~ ~ ); (/// \~~ ~// ~/~/'7/__ _ _ -"~~:P(///_ ___'~~/// ' _ - / - //' ~_ \ ~ ~/ f// ,Channel /;; Strand \\\- - / Fig. 7. Predicted low pattern in a selected plane ofthe Armco KansasCity bloom caster tundish (Ref. 2)). measurement Fig. 8. Predicted velocity profile in an induction heated tun- dish at the Muroran works of the Nippon Steel Cor- poration (Ref. 3)). work of Lowry and Sahai2) and showsflow pattern in a selected plane of the ArmcoKansasCity bloom caster tundish. The figure clearly depicts the slow movingdead volumes behind the damand weir. Figure 8shows ve- locity profile predicted by Suzuki et al.3) in an induc- tion heated tundish at the Muroranworks of the Nippon Steel Corporation. In these figures, the velocity vectors are proportional to the magnitude of velocity at that Iocation. These figures show regions of very high ve- locity and thus, high turbulence and regions of good mixing, and regions with very slow moving fluid causing dead volumes. The fiuid in these dead regions is constantly inter- changedwith the main flow (in active volume) of the tun- dish. Theseregions should not be considered as stagnant deadvolume regions. Thus, the deadvolume fraction in tundishes is given by Eq. (4). There are two approaches used by researchers in the analysis and modeling of the melt flow in tundishes. The first one, which has been most widely used (e.g. Refs. 4)-6)), is the use of Eq. (6). Thus, the model assumesthat the area under the curve @1996 ISIJ 670 from the time, 0=2 to co in Fig. 5is zero. This area rep- resents the fraction of the volumetric flow rate through the dead regions (QdlQ)• Onecan visualize in any water modeling experiments of a typical tundish design that there is always an exchangeof liquid between the main flow (active volume) and the so called dead voiume re- gions. This assumption maylead to someerror in the ca]culation. In the secondapproach (e.g. Ref. 7)), the deadvolume fraction has been considered to be equal to the area under the curve from the time 0=2 to co. Both ap- proaches normally lead to incorrect determination of the dead volume. Table I gives someestimates of error in the dead volume calculation by using Eq. (6). In these calculations, it is assumedthat the deadvolumewithout any flow through the dead region is lO"/o of the total volume. With the fractional flow through the dead re- gions (Qd/Q) of l, 5, and 10 */o, the correct dead volume calculated from Eq. (4) and the error by using Eq. (6) are given in the table. It can be seen that the error may be as high as 90 o/o with the 10 o/. exchangeor cross flow between the dead and active regions. 6. Calculation of the Plug and Mixed Volumes After calculation of the dead volume, it remains to evaluate the plug flow and well-mixed flow volumes in the tundish. For this, two approaches, based on elther the use of the combinedmodel or the use of dlspersion model,1) are suggested here. Thechoice of the approach should depend upon the shape of the experimental C- curve. Ideally, a plug flow and a mixed flow in series give a C-curve as shownin Fig.2. In such a RTDcurve, the concentration rises vertically which is followed by an exponential decay of concentration. If the experimental C-curve has a general shape of this type, a combined modelmaybe used. Thecombinedmodel approach has normally been used by manyresearchers, in which the dimensionless time of the first appearance of dye at the tundish exit, e~i* is equal to the fractional plug flow volume. The difference provides the well-mixed volume fraction. Thus, the following equations maybe used: Vp =0 ..........(7)V ~i* ' V~ _1- Vp V ..........(8)V V V "" The second approach may be used when there is significant deviation in the shape of the experimental C-curve from that shown in Fig. 2. In this approach, ISIJ International, Vol. the dispersion model for the closed system should be employed. It is suggested that the variance of the RTD curve, (T2, should be calculated using Eqs. (9) through (12). Fromthe C-curve, the dimensionless meanof the RTDcan be calculated directly by ~= ocdo Cde and the dimensionless variance is given by (o-e)2cdo a2= Cde . (9) . (IO) If the concentration measurementsare taken at equal time intervals ~ Ciei ~= i ..........(ll) ~ Ci """" and ~, e~Ci a2= -~2 ..... ..........(12) ~ Ci Equation (13) gives the relationship between the vari- ance and the dispersion number(DC/UL) for a closed system. De is the effective longitudinal dispersion, U is the longitudinal velocity, and L is the length of the tundish. Thus, the dispersion numberfor a given con- figuration can be calculated. Thevalue of the dispersion numberprovides the deviation from the plug flow. Dis- persion numberis zero for the plug flow and infinity for the well-mixed flow system. Thus, a higher dispersion numberindicates moremixed region and a smaller plug fiow region. )J - )[ - 2 a2 =2 De De ULl -exp (1 3)2UL UL De 7. AnExampleof the DeadVolumeCalculation Consider a typical RTDexperiment for melt flow in a tundish, whose result is plotted in Fig. 5. It shows a typical RTDcurve which extends well beyond the di- mensionless time of e=2. This C-curve has been analyzed by the combined model for the dead volume in the system. Area under the entire curve, " ~ CiAe I ..........(14) 0=0 Meanresidence time for the entire curve, 671 36 (1996), No. 6 * ~ Ciei ~= 0=0 =1 ....., ,.........(15) " ~ Ci 0=0 Meanresidence time upto e=2, Ciei e~c= e=0 ..........(16)=0.857 ....,. Ci e=0 Area under the curve upto e=2, Q• = CiA0=0.9134 ....... ..........(17)Q 0=0 FromEq. (4), the dead volume fraction, Vd I Q' • ec=0217 ..........(18)V Q In this example, the flow rate through the dead region is estimated to be about 9o/o, and the calculated dead volume by neglecting this volumetric flow rate through the dead region (i.e, from Eq. (6)) is 14.3 o/o. Thecorrect dead volume is 21.70/0 which is about 520/0 more than that predicted by Eq. (6). It should be mentioned here that any changein the tundish configuration such as, use of different flow control devices, change of total flow rate, depth of liquid in the tundish, could change both the value of ~c and the Q.lQ- 8. Conclusions Acombinedmodel which is commonlyused to char- acterize the fluid flow in tundishes is discussed. Most researchers havemadean assumption in the deadvolume calculation that the volumetric fiow rate through the dead volume is negligible. This may result in a sig- nificant error in the calculated value. Others have con- sidered the dead volume as the area under the C-curve after two times the meanresidence time. Both approaches are incorrect and maylead to misleading results. The correct procedure for the dead volume calculation is outlined, and an example illustrating the use of the cor- rect formulation is presented. Nomenclature C: Dimensionless concentration C~** : Maximumconcentration in a C-curve D. : Effective longitudinal diffusivity in a tundish L : Length of a tundishQ: Total volumetric flow rate in through a tundish Q* : Volumetric flow rate through the active region of a tundish Qd: Volumetric flow rate through the dead region of a tundish t : Meanresidence time (= VIQ) t~c : Measuredmeanresidence time upto two times the f U: Longitudinal velocity of liquid in a tundish V: Volumeof liquid in a tundish C 1996 ISIJ ISIJ International, Vol. 36 (1 996), No. 6 V.: Vd: V*: Vp: a2 : e: O: e~c: e :min Volumeof active region in a tundish Volumeof dead region in a tundish Volumeof mixed flow region in a tundish Volumeof plug flow region in a tundish Dimensionless variance of the RTDcurve Dimensionless time (= time tlT)Dimensionless average meanresidence time Dimensionless average meanresidence time up to 0=2 Dimensionless time of first appearanceof tracer at the tundish exit l) 2) 3) 4) 5) 6) 7) REFERENCES O. Levenspiel: Chemical Reaction Engineering, John Wiley & Sons, Inc., NewYork, (1972). M. L. Lowry and Y. Sahai: Steelmaking Conf. Proc.. ISS Publication, (1989), 71. I. Suzuki, S. Noguchi, Y. Kashiwakura, T. Horie and M. Saito: Tundish Metallurgy, Vol, 1, ISS Publication, (1990), 201. L. J. Heaslip and A. McLean:Continuous Casting, Vol. 1, ISS Publication, (1983), 93. J. Knoepkeand J. Mastervich: Steelmaking Conf. Proc., ISS Publication, (1986), 777. H. Chen and R. D. Phelke: Steelmaking Conf. Proc., ISS Publication, (1 994), 695, L. K. Chiang: Steelmaking Conf. Proc., ISS Publication, (1992), 437. C1996 ISIJ 672
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