SlideShare a Scribd company logo
1 of 6
Download to read offline
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 451
MODELLING STUDY OF JET- METAL INTERACTION IN LD PROCESS
M. K. Mondal1
, Logachander.K2
1
Assistant Professor, National Institute of Technology Durgapur, Durgapur, West Bengal, India
2
Assistant Manager, BOF, SAIL-Durgapur Steel Plant, Durgapur, West Bengal, India
Abstract
Water model experiments have been carried out in a 1/30th
scaled down model of the 100 ton LD converter in order to investigate the
effect of changing the lance height and the gas flow rate on the penetration depth of liquid with different exit diameters. It is found the
penetration depth increases with decreasing nozzle diameter, decreasing the lance height and with increase the gas flow rate.
Gas jets impinging onto a gas–liquid interface of a liquid pool are also studied using computational fluid dynamics modeling, which
aims to obtain a better understanding of the behavior of the gas jets. The gas and liquid flows are modeled using the volume of fluid
technique. The governing equations in the axisymmetric cylindrical coordinates are solved by the CFD simulation using FLUENT.
The computed results are compared with experimental result and it isfound a good match with all the data.
Keywords: LD process, Water Modeling, Penetration Depth, Volume of Fluid, CFD.
----------------------------------------------------------------------***------------------------------------------------------------------------
1. INTRODUCTION
The LD process uses supersonic oxygen jets that impinge on
the metal bath surface and the impingement process promotes
the refining reactions and slag formation. The LD has an
extremely high refining rate partly because of the large
amount of interfacial area created among the metal and slag.
When blown oxygen strikes the steel melt a cavity is formed
on the liquid surface. The chemical reaction takes place both
in the cavity and in the foam or slag that is produced in the
process. The slag contains bubbles and provides a large
surface area for the oxidation. The depth and diameter of the
cavity, heat and mass transport at the interface and in the
liquid are important parameters in the process. Liquid
circulation driven by the jet and cavity dimensions depend on
the following process variables such as gas flow rate,distance
from the nozzle to the liquid free surface,angle formed
between the lance and the liquid free surface,shape, size and
number of nozzles in the lance,density and viscosity of gas
and liquid[1].
It is difficult to measure the above parameters in actual
process conditions prevailing in BOF.Physical modeling,
using water and transparent vessels, is an important tool to
perform these studies in a laboratory scale at low cost and safe
conditions. Also, Mathematical modeling is a tool able to
simulate these complex systems.
Behera et al [2] studied the effect of the no nozzle (single hole,
two holes and three holes) in jet penetration by cold model
experiment. Patjoshiet al [3] concluded that depth of the
depression and splashing are increased with increase in jet
momentum and nozzle angles and decrease with lance height
by the water model experiment. Banks et al [4] investigated
the pressure distribution, cavity profiles and associated
velocity profiles for round and planar jets. Nordqist et al [5]
concluded that penetration depth is function of gas flow rate,
nozzle diameter and lance height by the cold model study.
Sharma et al. [6] concluded that the size of the cavity is
controlled by the jet strength, while Koria and Lange [7] gave
more importance to the lance free surface distance and gas
pressure (impinging the liquid surface). Qian et al. [8]
obtained measurements of depressions in water model having
a lighter second liquid phase (corn oil or kerosene) on the top
of water to simulate the presence of slag. Subagyo et al. [9]
have correlated splashing phenomenon with the normalized
Weber number. Peaslee and Robertson [10] developed a
model using CFD commercial software FLUENT that
describes liquid velocity fields in the vicinity of the
impingement point. They also presented results on the
splashing and oscillation of the free surface as a function of
the lance angle. Gu and Irons [11] applied the volume of fluid
(VOF) algorithm to describe a liquid free surface and to
determine the velocity fields in a 3D fragment of a vessel
driven by the action of a gas jet. In this workthere are no
precise measurements of the cavity geometry and therefore
only a qualitative comparison wasmade between model
predictions and experimental photographs and besides they do
not validate the predicted velocityfields and only showed a
qualitative analysis of the flow patterns. Regarding the cavity
geometry, Nakazono et al. [12] modelled the depth of cavity
due the impingement of an oxygen jet in a free liquid iron
surface using a force balance under vacuum and proposed a
correlation that describes the jet penetration in the free
surface. So behavior of jet is important for better
understanding the process inside the LD (BOF) process.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 452
In the present study 1/30th geometric scale model of a 100 ton
capacity LD convertor has been used. The model was
constructed of Perspex sheet. Simulation of the steel bath was
carried out by using water and oxygen gas by air.For the
model study of this type, where bath flow behavior is
simulated, the modified Froude number is the basic criterion.
This dimensionless number in the model should be same as
that in actual converter. Modified Froude number is defined
by equation (1).
( ) 0
2
0
dg
V
N
gl
g
Fr
ρρ
ρ
−
=
……………………. (1)
Where, gρ
is the density of the gas jet, 0V
is average gas
velocity at nozzle tip, lρ is the density of the liquid and 0d is
the hydraulic diameter of the nozzle.
The objectives of this paper is to study the effects gas flow
rate, nozzle diameter and lance height on depth of penetration
and simulate the water model LD converter using k-ε turbulent
and VOF model and compare this result with experimental.
2. EXPERIMENTAL SET UP AND
MEASUREMENT
Experimental Set up is shown in Fig.1.The vessel was filled
with clean water up to a height of 0.1m; front portion of the
converter was fitter with transparent plastic sheet graph paper
of 1 cm division in both the direction. A lance was lowered to
a pre-fixed distance from the water surface and air jet at fixed
flow rate was allowed to impinge on the surface. The crater
formed on the bath surface due to the impact of air jet, at
chosen lance height and fixed inlet flow rate video
photographed was taken. The lance height was varied from
0.1 m, 0.11 m and 0.12 m, nozzle diameter was varied 1.5
mm, 2mm 2.5mm and 3mm and the flow rates were varied
from 30 Lt/min to 70 Lt/min.
Fig.1: Experimental set up for water model Experiment
The deformation created at the liquid surface was captured by
video photography. Finally the digitized versions of the
photographs were used to measure the diameter and height of
the crater by computer.
3. MATHEMATICAL MODELING
The computational domain is shown in Fig.2 and the
following assumptions have been adopted.
1) All fluids areNewtonianand incompressible fluid and
constant molecular viscosity.
2) Axis-symmetry and unsteady
3) No masssources are taken into account
4) Isothermal flow and free surfaces in the water and air
are assumed to be flat.
The jetting system is governed by the gas and liquid flows and
can be modelled using the volume of fluid (VOF) technique,
which is a fixed grid technique designed for two or more
immiscible fluids where the position of the interface is of
interest.In the VOF model the volume fraction of each of the
fluids in each computational cell is tracked throughout the
computational domain.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 453
Fig.2: Schematic representation of the system for the purpose
of mathematical modeling
In addition to the velocity and pressure, the volume fraction is
also a variable of the flow field in the VOF technique and
hence is contained in both the mass and momentum equations.
Five types of boundary conditions were used to describe the
flow field within the computational domain:
1. Top of the BOF which is opened to atmosphere is
defined as pressure out let (boundary EF in Fig.2)
boundary condition. This value was set to zero, i.e.
assumed to be at atmospheric pressure.
2. Velocity inlet is defined at the nozzle hole (boundary
AB in Fig. 2) and velocity is calculated from the gas
flow rate. Volume fraction of air is one at the inlet.
3. Standard wall functions are employed to represent the
near wall regions (boundary BE, FG, GJ, JH and CH
in Fig. 2) and at the solid wall no slip condition is
specified.
4. At the free surface (boundary IJ in Fig. 2), the normal
gradients of the parallel velocity components,
turbulent kinetic energy, kinetic dissipation rate and
tracer concentration are set to be zero.
5. The axis boundary was used along centerlines DA,
AI and IC. The radial velocity component V and the
gradients of the other dependent variables were equal
to zero.
For this model quad-map 0.011 mm strong grid luster was
used along the central line of BOF converter and grid size of 1
mm was used away from the central line of BOF converter.
Non uniform mesh/grid was created using Gambit (version
2.0.4). The governing partial differential equations were
converted to algebraic equation by adopting staggered grid
control volume technique. The governing equations were
discretized using the second-order upwind scheme to achieve
the bestaccuracy. The interpolation of the pressure values at
the cell faces, using the momentum equation, was carried out
using the PRESTO (Pressure Staggering Option) scheme,
which improved the convergence rate and the stability of the
computation. Pressure–velocity coupling was achieved by
using the PISO (Pressure-Implicit with Splitting of Operators)
algorithm with neighbor correction, which is highly
recommended for both steady state and transient calculations
on meshes with a degree of distortion. The governing
equations were solved sequentially using the commercial
Fluent® (versions 6.3.16) CFD software. Stable transient
solutions were obtained with relatively small time steps,
typically between 1 × 10-6and 1 × 10-4 s.
4. RESULTS AND DISCUSSION
(a) (b)
Fig.3: An example of cavity formation at 0.1m lance height and different gas flow rate of (a) 40 Lt/min and (b) 45 Lt/min
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 454
The series of photographs (such as Fig.3(a) and 3(b))has been
taken for the investigation the effect of lance heights, gas flow
rate and nozzle diameter. It is evident that the profile of the
crater is the shape of a parabola. From those photograph depth
of penetration are measured and the penetration depth with gas
flow rate, lance height and nozzle diameter are plotted in
Fig.4, Fig. 5 and Fig.6 respectively.
4.1 Influence of Gas Flow Rate:
As is clear from Fig.4 for a given nozzle diameter (0.00225 m)
and a fixed lance height (0.1 m), the depth of penetration
increase from 0.023 m to 0.033 m with increase in gas flow
rate from 40 Lt/min to 70 Lt/min[5]. This result is in good
accordance with the well established theory that an increase in
gas flow rate causes the jet momentum to increase which
displaces more volume of liquid, so higher is the depth of
penetration
Fig.4: Depth of the penetration versus the gas flow rate at
different bath height for 2.25 mm single hole nozzle
4.2 Influence of Lance Height:
The effect of changing the lance height for a given nozzle
diameter and at a fixed gas flow rate is well indicated by
Fig.5.As lance height is increased, the depth of penetration
decrease due to the fact that jet after coming out of nozzle
interacts with ambient atmospheric air and losses its force due
to this interaction, as well as due to spreading, resulting on
lesser is the penetration depth at greater bath height or lance
height [5].
Fig.5: Depth of the penetration versus the lance height at
different gas flow rate for 2.25 mm single hole nozzle
4.3 Influence of Nozzle Diameter:
Fig.6: Depth of the penetration versus the nozzle diameter at
different gas flow rate for 0.12 m lance height.
Fig.6 shows the influence of nozzle diameter on the depth of
penetration. The smaller the nozzle diameter, more is the
penetration depth at a given gas flow rate and fixed lance
height. Smaller diameter nozzle tends to produce higher
momentum for a given gas flow rate and hence give rise to
deeper cavities [5].
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 455
(a) (b) (c)
(d) (e)
Fig.7: Gas-Liquid interface (free surface) profile at gas flow rate of (a) 40 Lt/min, (b) 45 Lt/min, (c) 50 Lt/ min, (d) 55 Lt/min and (e)
60 Lt/min when nozzle diameter of 2.25 mm and lance height 0.10 m.
Fig.7 shows the cavity profile predicted by the VOF model.
The parabolic shape of the cavity has been formed due to
impinging of air jet onto water pool using VOF model. From
figure 7 depth of penetrations are measured and it is also
observed that when gas flow rate is increase the penetration
depth also increase at a fixed lance height and nozzle diameter
as shown in the Fig.4.The computed penetration depths are
compared with the experimental measured penetration depth
and find a good match with all the results which is shown in
Table 1.
Table 1: CFD and experimental penetration depth
CFD Experimental
Flow rate (Lt/min) hc (cm) hc(cm)
40 2.2 2.3
45 2.5 2.5
50 2.6 2.7
55 3 3
60 3.3 3.1
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
__________________________________________________________________________________________
Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 456
5. CONCLUSION
The major findings from this study are:
1. The penetration depth increases with increasing flow
rate for a fixed nozzle diameter and a fixed lance
height.
2. The penetration depth increases with the decrease in
lance height for a fixed flow rate and a fixed nozzle
diameter.
3. The penetration depth increases with the decrease in
nozzle diameter for a fixed flow rate and a lance or
bath height.
4. Computational fluid dynamics modeling is used to
study gas jets impinging onto a gas–liquid interface
of a liquid pool. The gas and liquid flows are
modeled using the volume of fluid technique. The
computed results are compared with experimental
data and find a good match with all the data.
REFERENCES
[1] J. Szekely and N. J. Themekis, Jon Wiley & Sons, Inc.
(1971) 716.
[2] R.C. Behera, A. Sarangi and S. Misra, Indian journal of
Tech. 15 (1977) 419-422.
[3] A.K. Patjoshi, R.C. Behera, A. Sarangi and S. Misra ,
Iron & Steel int. February (1982) 27-32.
[4] B. Banks and D.V. Chandrasekhara, Journal of Fluid
Mechanics, 15(1963), 13-33.
[5] A. Nordqist, N. Kumbhat, L. Jonsson, P. Jonssön,
Steel Res. 77 (2006) 82–90.
[6] S.K. Sharma, J.W. Hlinka and D.W. Kern, Iron
Steelmaker. 4(1977) 7–18.
[7] S.C. Koria, K.W. Lange, Steel Res. 58 (1987) 421–
426.
[8] F. Qian, R. Muthasaran, B. Farouk, Metall.
Mater.Trans. B 27B (1996) 911–920.
[9] Subagyo, G.A. Brooks, K.S. Coley, G.A. Irons, ISIJ
International, 43 (2003) 983–989.
[10] K.D. Peaslee, D.G.C. Robertson, TMS, Warrendale,
PA, 1994, pp. 1129–1145.
[11] L. Gu, G. Irons, 1999 Electric Furnace Conference
Proceedings, Iron & Steel Soc., Pittsburgh, PA, 1999,
pp. 269–278.
[12] D. Nakazono, K. Abe, M. Nishida, K. Kurita, ISIJ
International, 44 (2004) 91–99.

More Related Content

What's hot

Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...
Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...
Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...ijceronline
 
CFD Coursework: An Investigation on a Static Mixer
CFD Coursework: An Investigation on a Static MixerCFD Coursework: An Investigation on a Static Mixer
CFD Coursework: An Investigation on a Static MixerAnthony Man
 
Rheological properties of scc in terms of its thixotriopic behaviour and its ...
Rheological properties of scc in terms of its thixotriopic behaviour and its ...Rheological properties of scc in terms of its thixotriopic behaviour and its ...
Rheological properties of scc in terms of its thixotriopic behaviour and its ...eSAT Publishing House
 
Optimum replacement depth to control heave of swelling clays
Optimum replacement depth to control heave of swelling claysOptimum replacement depth to control heave of swelling clays
Optimum replacement depth to control heave of swelling claysAhmed Ebid
 
Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...
Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...
Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...Doug Kripke
 
FE coding and Analysis on Seepage and slope stability
FE coding and  Analysis on Seepage and slope stabilityFE coding and  Analysis on Seepage and slope stability
FE coding and Analysis on Seepage and slope stabilityXuejun Wang
 
Naghizadehrokni et al-2018-geoenvironmental_disasters
Naghizadehrokni et al-2018-geoenvironmental_disastersNaghizadehrokni et al-2018-geoenvironmental_disasters
Naghizadehrokni et al-2018-geoenvironmental_disastersMehran Naghizadeh
 
1 geoinvironmental disasters
1  geoinvironmental disasters1  geoinvironmental disasters
1 geoinvironmental disastersMehran Naghizadeh
 
Asme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection FlowAsme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection FlowHIIO
 
The effect of disturbance factor on the stability of tunnels (Case study: Tun...
The effect of disturbance factor on the stability of tunnels (Case study: Tun...The effect of disturbance factor on the stability of tunnels (Case study: Tun...
The effect of disturbance factor on the stability of tunnels (Case study: Tun...IJRES Journal
 
Andreev zhelyazkov embankment_final
Andreev zhelyazkov embankment_finalAndreev zhelyazkov embankment_final
Andreev zhelyazkov embankment_finalStoyan Andreev
 

What's hot (18)

Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...
Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...
Effect of Turbulence Model in Numerical Simulation of Single Round Jet at Low...
 
30120140507006
3012014050700630120140507006
30120140507006
 
Parameters calculation of turbulent fluid flow in a pipe of a circular cross ...
Parameters calculation of turbulent fluid flow in a pipe of a circular cross ...Parameters calculation of turbulent fluid flow in a pipe of a circular cross ...
Parameters calculation of turbulent fluid flow in a pipe of a circular cross ...
 
CFD Coursework: An Investigation on a Static Mixer
CFD Coursework: An Investigation on a Static MixerCFD Coursework: An Investigation on a Static Mixer
CFD Coursework: An Investigation on a Static Mixer
 
Briaud2001
Briaud2001Briaud2001
Briaud2001
 
Rheological properties of scc in terms of its thixotriopic behaviour and its ...
Rheological properties of scc in terms of its thixotriopic behaviour and its ...Rheological properties of scc in terms of its thixotriopic behaviour and its ...
Rheological properties of scc in terms of its thixotriopic behaviour and its ...
 
Optimum replacement depth to control heave of swelling clays
Optimum replacement depth to control heave of swelling claysOptimum replacement depth to control heave of swelling clays
Optimum replacement depth to control heave of swelling clays
 
Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...
Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...
Exploring the Use of Computation Fluid Dynamics to Model a T-Junction for UM ...
 
FE coding and Analysis on Seepage and slope stability
FE coding and  Analysis on Seepage and slope stabilityFE coding and  Analysis on Seepage and slope stability
FE coding and Analysis on Seepage and slope stability
 
Naghizadehrokni et al-2018-geoenvironmental_disasters
Naghizadehrokni et al-2018-geoenvironmental_disastersNaghizadehrokni et al-2018-geoenvironmental_disasters
Naghizadehrokni et al-2018-geoenvironmental_disasters
 
1 geoinvironmental disasters
1  geoinvironmental disasters1  geoinvironmental disasters
1 geoinvironmental disasters
 
S130403131140
S130403131140S130403131140
S130403131140
 
Soil Investigation Report
Soil Investigation ReportSoil Investigation Report
Soil Investigation Report
 
Asme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection FlowAsme2009 82287 - Porous Media - Forced Convection Flow
Asme2009 82287 - Porous Media - Forced Convection Flow
 
The effect of disturbance factor on the stability of tunnels (Case study: Tun...
The effect of disturbance factor on the stability of tunnels (Case study: Tun...The effect of disturbance factor on the stability of tunnels (Case study: Tun...
The effect of disturbance factor on the stability of tunnels (Case study: Tun...
 
7538-14320-2-PB
7538-14320-2-PB7538-14320-2-PB
7538-14320-2-PB
 
Andreev zhelyazkov embankment_final
Andreev zhelyazkov embankment_finalAndreev zhelyazkov embankment_final
Andreev zhelyazkov embankment_final
 
Numerical Investigation of a Single Phase Air Flow inside Porous Media of a C...
Numerical Investigation of a Single Phase Air Flow inside Porous Media of a C...Numerical Investigation of a Single Phase Air Flow inside Porous Media of a C...
Numerical Investigation of a Single Phase Air Flow inside Porous Media of a C...
 

Viewers also liked

Colombia Desarrollo Tecnológico y científico
Colombia Desarrollo Tecnológico y científicoColombia Desarrollo Tecnológico y científico
Colombia Desarrollo Tecnológico y científicoEdinson Noguera
 
Letter Dr. Christian Vaillancourt
Letter Dr. Christian Vaillancourt Letter Dr. Christian Vaillancourt
Letter Dr. Christian Vaillancourt Gary Thompson
 
As reformas pombalinas da instrução publica - Laerte Ramos de Carvalho
As reformas pombalinas da instrução publica - Laerte Ramos de CarvalhoAs reformas pombalinas da instrução publica - Laerte Ramos de Carvalho
As reformas pombalinas da instrução publica - Laerte Ramos de CarvalhoMAURIZIO MARCHETTI
 
Mathematical modeling, simulation and validation of photovoltaic cells
Mathematical modeling, simulation and validation of photovoltaic cellsMathematical modeling, simulation and validation of photovoltaic cells
Mathematical modeling, simulation and validation of photovoltaic cellseSAT Publishing House
 
Enhancement of the output power generated from a
Enhancement of the output power generated from aEnhancement of the output power generated from a
Enhancement of the output power generated from aeSAT Publishing House
 
ви наші найкращі №4
ви наші найкращі №4ви наші найкращі №4
ви наші найкращі №4NathalieLi
 
San Diego North Inland - Monthly Market Watch
San Diego North Inland - Monthly Market WatchSan Diego North Inland - Monthly Market Watch
San Diego North Inland - Monthly Market WatchMary Taylor
 
Lesson plan
Lesson planLesson plan
Lesson plangeenadon
 
Le reseau des professionnels grecs
Le reseau des professionnels grecsLe reseau des professionnels grecs
Le reseau des professionnels grecsBucephalos Business
 

Viewers also liked (15)

Colombia Desarrollo Tecnológico y científico
Colombia Desarrollo Tecnológico y científicoColombia Desarrollo Tecnológico y científico
Colombia Desarrollo Tecnológico y científico
 
Letter Dr. Christian Vaillancourt
Letter Dr. Christian Vaillancourt Letter Dr. Christian Vaillancourt
Letter Dr. Christian Vaillancourt
 
As reformas pombalinas da instrução publica - Laerte Ramos de Carvalho
As reformas pombalinas da instrução publica - Laerte Ramos de CarvalhoAs reformas pombalinas da instrução publica - Laerte Ramos de Carvalho
As reformas pombalinas da instrução publica - Laerte Ramos de Carvalho
 
Mathematical modeling, simulation and validation of photovoltaic cells
Mathematical modeling, simulation and validation of photovoltaic cellsMathematical modeling, simulation and validation of photovoltaic cells
Mathematical modeling, simulation and validation of photovoltaic cells
 
Web design by goigi
Web design by goigiWeb design by goigi
Web design by goigi
 
trabajo de ingles
trabajo de ingles trabajo de ingles
trabajo de ingles
 
NHTMC feb 12Presention
NHTMC feb 12PresentionNHTMC feb 12Presention
NHTMC feb 12Presention
 
Enhancement of the output power generated from a
Enhancement of the output power generated from aEnhancement of the output power generated from a
Enhancement of the output power generated from a
 
Tugas kimia mekanika kuantum
Tugas kimia mekanika kuantumTugas kimia mekanika kuantum
Tugas kimia mekanika kuantum
 
ви наші найкращі №4
ви наші найкращі №4ви наші найкращі №4
ви наші найкращі №4
 
San Diego North Inland - Monthly Market Watch
San Diego North Inland - Monthly Market WatchSan Diego North Inland - Monthly Market Watch
San Diego North Inland - Monthly Market Watch
 
Actividad nro 1
Actividad nro 1Actividad nro 1
Actividad nro 1
 
Model rapor smk
Model rapor smkModel rapor smk
Model rapor smk
 
Lesson plan
Lesson planLesson plan
Lesson plan
 
Le reseau des professionnels grecs
Le reseau des professionnels grecsLe reseau des professionnels grecs
Le reseau des professionnels grecs
 

Similar to Modelling study of jet metal interaction in ld process

Mesoscopic simulation of incompressible fluid flow in
Mesoscopic simulation of incompressible fluid flow inMesoscopic simulation of incompressible fluid flow in
Mesoscopic simulation of incompressible fluid flow ineSAT Publishing House
 
Mesoscopic simulation of incompressible fluid flow in porous media
Mesoscopic simulation of incompressible fluid flow in porous mediaMesoscopic simulation of incompressible fluid flow in porous media
Mesoscopic simulation of incompressible fluid flow in porous mediaeSAT Journals
 
Effect of staggered roughness elements on flow characteristics in rectangular...
Effect of staggered roughness elements on flow characteristics in rectangular...Effect of staggered roughness elements on flow characteristics in rectangular...
Effect of staggered roughness elements on flow characteristics in rectangular...eSAT Publishing House
 
An experimental study on the airlift packed column with adjustable height
An experimental study on the airlift packed column with adjustable heightAn experimental study on the airlift packed column with adjustable height
An experimental study on the airlift packed column with adjustable heightIAEME Publication
 
Implementation of a Finite Element Model to Generate Synthetic data for Open ...
Implementation of a Finite Element Model to Generate Synthetic data for Open ...Implementation of a Finite Element Model to Generate Synthetic data for Open ...
Implementation of a Finite Element Model to Generate Synthetic data for Open ...IRJET Journal
 
Control of Suddenly Expanded Flow at Low Supersonic Mach Numbers
Control of Suddenly Expanded Flow at Low Supersonic Mach NumbersControl of Suddenly Expanded Flow at Low Supersonic Mach Numbers
Control of Suddenly Expanded Flow at Low Supersonic Mach NumbersIJERA Editor
 
IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...
IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...
IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...IRJET Journal
 
Computational analysis for different characteristics of the circular microcha...
Computational analysis for different characteristics of the circular microcha...Computational analysis for different characteristics of the circular microcha...
Computational analysis for different characteristics of the circular microcha...IRJET Journal
 
The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...
The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...
The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...coreconferences
 
The effect of solids on the behaviour of the downcomer of a jameson cell
The effect of solids on the behaviour of the downcomer of a jameson cellThe effect of solids on the behaviour of the downcomer of a jameson cell
The effect of solids on the behaviour of the downcomer of a jameson celleSAT Journals
 
IRJET- A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...
IRJET-  	  A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...IRJET-  	  A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...
IRJET- A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...IRJET Journal
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)ijceronline
 
Numerical study of disk drive rotating flow structure in the cavity
Numerical study of disk drive rotating flow structure in the cavityNumerical study of disk drive rotating flow structure in the cavity
Numerical study of disk drive rotating flow structure in the cavityeSAT Journals
 
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...IJERA Editor
 
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...IJERA Editor
 
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...IJERA Editor
 
Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...
Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...
Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...IRJET Journal
 
CFD Analysis Of Multi-Phase Flow And Its Measurements
CFD Analysis Of Multi-Phase Flow And Its MeasurementsCFD Analysis Of Multi-Phase Flow And Its Measurements
CFD Analysis Of Multi-Phase Flow And Its MeasurementsIOSR Journals
 

Similar to Modelling study of jet metal interaction in ld process (20)

Lg3420362048
Lg3420362048Lg3420362048
Lg3420362048
 
Mesoscopic simulation of incompressible fluid flow in
Mesoscopic simulation of incompressible fluid flow inMesoscopic simulation of incompressible fluid flow in
Mesoscopic simulation of incompressible fluid flow in
 
Mesoscopic simulation of incompressible fluid flow in porous media
Mesoscopic simulation of incompressible fluid flow in porous mediaMesoscopic simulation of incompressible fluid flow in porous media
Mesoscopic simulation of incompressible fluid flow in porous media
 
Effect of staggered roughness elements on flow characteristics in rectangular...
Effect of staggered roughness elements on flow characteristics in rectangular...Effect of staggered roughness elements on flow characteristics in rectangular...
Effect of staggered roughness elements on flow characteristics in rectangular...
 
An experimental study on the airlift packed column with adjustable height
An experimental study on the airlift packed column with adjustable heightAn experimental study on the airlift packed column with adjustable height
An experimental study on the airlift packed column with adjustable height
 
Implementation of a Finite Element Model to Generate Synthetic data for Open ...
Implementation of a Finite Element Model to Generate Synthetic data for Open ...Implementation of a Finite Element Model to Generate Synthetic data for Open ...
Implementation of a Finite Element Model to Generate Synthetic data for Open ...
 
Control of Suddenly Expanded Flow at Low Supersonic Mach Numbers
Control of Suddenly Expanded Flow at Low Supersonic Mach NumbersControl of Suddenly Expanded Flow at Low Supersonic Mach Numbers
Control of Suddenly Expanded Flow at Low Supersonic Mach Numbers
 
IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...
IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...
IRJET- Parameters Affecting the Clogging of Recharge Wells in Different Soil ...
 
Computational analysis for different characteristics of the circular microcha...
Computational analysis for different characteristics of the circular microcha...Computational analysis for different characteristics of the circular microcha...
Computational analysis for different characteristics of the circular microcha...
 
The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...
The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...
The Influence of Pore Air Pressure on Slope Stability Under Various Rainfall ...
 
The effect of solids on the behaviour of the downcomer of a jameson cell
The effect of solids on the behaviour of the downcomer of a jameson cellThe effect of solids on the behaviour of the downcomer of a jameson cell
The effect of solids on the behaviour of the downcomer of a jameson cell
 
IRJET- A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...
IRJET-  	  A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...IRJET-  	  A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...
IRJET- A Modified Stilling Basin with Flow-Guide Pipes to Improve Hydraul...
 
DIFFUSER ANGLE CONTROL TO AVOID FLOW SEPARATION
DIFFUSER ANGLE CONTROL TO AVOID FLOW SEPARATIONDIFFUSER ANGLE CONTROL TO AVOID FLOW SEPARATION
DIFFUSER ANGLE CONTROL TO AVOID FLOW SEPARATION
 
International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)International Journal of Computational Engineering Research(IJCER)
International Journal of Computational Engineering Research(IJCER)
 
Numerical study of disk drive rotating flow structure in the cavity
Numerical study of disk drive rotating flow structure in the cavityNumerical study of disk drive rotating flow structure in the cavity
Numerical study of disk drive rotating flow structure in the cavity
 
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
 
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
 
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
Experimental Study on Two-Phase Flow in Horizontal Rectangular Minichannel wi...
 
Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...
Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...
Comparative Analysis Fully Developed Turbulent Flow in Various Arbitrary Cros...
 
CFD Analysis Of Multi-Phase Flow And Its Measurements
CFD Analysis Of Multi-Phase Flow And Its MeasurementsCFD Analysis Of Multi-Phase Flow And Its Measurements
CFD Analysis Of Multi-Phase Flow And Its Measurements
 

More from eSAT Publishing House

Likely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnamLikely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnameSAT Publishing House
 
Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...eSAT Publishing House
 
Hudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnamHudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnameSAT Publishing House
 
Groundwater investigation using geophysical methods a case study of pydibhim...
Groundwater investigation using geophysical methods  a case study of pydibhim...Groundwater investigation using geophysical methods  a case study of pydibhim...
Groundwater investigation using geophysical methods a case study of pydibhim...eSAT Publishing House
 
Flood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, indiaFlood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, indiaeSAT Publishing House
 
Enhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity buildingEnhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity buildingeSAT Publishing House
 
Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...eSAT Publishing House
 
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...eSAT Publishing House
 
Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...eSAT Publishing House
 
Shear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a reviewShear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a revieweSAT Publishing House
 
Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...eSAT Publishing House
 
Risk analysis and environmental hazard management
Risk analysis and environmental hazard managementRisk analysis and environmental hazard management
Risk analysis and environmental hazard managementeSAT Publishing House
 
Review study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear wallsReview study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear wallseSAT Publishing House
 
Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...eSAT Publishing House
 
Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...eSAT Publishing House
 
Coastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of indiaCoastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of indiaeSAT Publishing House
 
Can fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structuresCan fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structureseSAT Publishing House
 
Assessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildingsAssessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildingseSAT Publishing House
 
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...eSAT Publishing House
 
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...eSAT Publishing House
 

More from eSAT Publishing House (20)

Likely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnamLikely impacts of hudhud on the environment of visakhapatnam
Likely impacts of hudhud on the environment of visakhapatnam
 
Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...Impact of flood disaster in a drought prone area – case study of alampur vill...
Impact of flood disaster in a drought prone area – case study of alampur vill...
 
Hudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnamHudhud cyclone – a severe disaster in visakhapatnam
Hudhud cyclone – a severe disaster in visakhapatnam
 
Groundwater investigation using geophysical methods a case study of pydibhim...
Groundwater investigation using geophysical methods  a case study of pydibhim...Groundwater investigation using geophysical methods  a case study of pydibhim...
Groundwater investigation using geophysical methods a case study of pydibhim...
 
Flood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, indiaFlood related disasters concerned to urban flooding in bangalore, india
Flood related disasters concerned to urban flooding in bangalore, india
 
Enhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity buildingEnhancing post disaster recovery by optimal infrastructure capacity building
Enhancing post disaster recovery by optimal infrastructure capacity building
 
Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...Effect of lintel and lintel band on the global performance of reinforced conc...
Effect of lintel and lintel band on the global performance of reinforced conc...
 
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
Wind damage to trees in the gitam university campus at visakhapatnam by cyclo...
 
Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...Wind damage to buildings, infrastrucuture and landscape elements along the be...
Wind damage to buildings, infrastrucuture and landscape elements along the be...
 
Shear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a reviewShear strength of rc deep beam panels – a review
Shear strength of rc deep beam panels – a review
 
Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...Role of voluntary teams of professional engineers in dissater management – ex...
Role of voluntary teams of professional engineers in dissater management – ex...
 
Risk analysis and environmental hazard management
Risk analysis and environmental hazard managementRisk analysis and environmental hazard management
Risk analysis and environmental hazard management
 
Review study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear wallsReview study on performance of seismically tested repaired shear walls
Review study on performance of seismically tested repaired shear walls
 
Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...Monitoring and assessment of air quality with reference to dust particles (pm...
Monitoring and assessment of air quality with reference to dust particles (pm...
 
Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...Low cost wireless sensor networks and smartphone applications for disaster ma...
Low cost wireless sensor networks and smartphone applications for disaster ma...
 
Coastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of indiaCoastal zones – seismic vulnerability an analysis from east coast of india
Coastal zones – seismic vulnerability an analysis from east coast of india
 
Can fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structuresCan fracture mechanics predict damage due disaster of structures
Can fracture mechanics predict damage due disaster of structures
 
Assessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildingsAssessment of seismic susceptibility of rc buildings
Assessment of seismic susceptibility of rc buildings
 
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
A geophysical insight of earthquake occurred on 21 st may 2014 off paradip, b...
 
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
Effect of hudhud cyclone on the development of visakhapatnam as smart and gre...
 

Recently uploaded

VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130Suhani Kapoor
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escortsranjana rawat
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)Suman Mia
 
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular ConduitsUNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduitsrknatarajan
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxpurnimasatapathy1234
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdfankushspencer015
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSRajkumarAkumalla
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxupamatechverse
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...ranjana rawat
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxpranjaldaimarysona
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performancesivaprakash250
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxupamatechverse
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college projectTonystark477637
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordAsst.prof M.Gokilavani
 

Recently uploaded (20)

VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
VIP Call Girls Service Hitech City Hyderabad Call +91-8250192130
 
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
(MEERA) Dapodi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Escorts
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)Software Development Life Cycle By  Team Orange (Dept. of Pharmacy)
Software Development Life Cycle By Team Orange (Dept. of Pharmacy)
 
UNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular ConduitsUNIT-II FMM-Flow Through Circular Conduits
UNIT-II FMM-Flow Through Circular Conduits
 
Microscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptxMicroscopic Analysis of Ceramic Materials.pptx
Microscopic Analysis of Ceramic Materials.pptx
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(SHREYA) Chakan Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICSHARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
HARDNESS, FRACTURE TOUGHNESS AND STRENGTH OF CERAMICS
 
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service NashikCall Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
Call Girls Service Nashik Vaishnavi 7001305949 Independent Escort Service Nashik
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
Introduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptxIntroduction to IEEE STANDARDS and its different types.pptx
Introduction to IEEE STANDARDS and its different types.pptx
 
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
The Most Attractive Pune Call Girls Budhwar Peth 8250192130 Will You Miss Thi...
 
Processing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptxProcessing & Properties of Floor and Wall Tiles.pptx
Processing & Properties of Floor and Wall Tiles.pptx
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
Introduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptxIntroduction to Multiple Access Protocol.pptx
Introduction to Multiple Access Protocol.pptx
 
result management system report for college project
result management system report for college projectresult management system report for college project
result management system report for college project
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 

Modelling study of jet metal interaction in ld process

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 451 MODELLING STUDY OF JET- METAL INTERACTION IN LD PROCESS M. K. Mondal1 , Logachander.K2 1 Assistant Professor, National Institute of Technology Durgapur, Durgapur, West Bengal, India 2 Assistant Manager, BOF, SAIL-Durgapur Steel Plant, Durgapur, West Bengal, India Abstract Water model experiments have been carried out in a 1/30th scaled down model of the 100 ton LD converter in order to investigate the effect of changing the lance height and the gas flow rate on the penetration depth of liquid with different exit diameters. It is found the penetration depth increases with decreasing nozzle diameter, decreasing the lance height and with increase the gas flow rate. Gas jets impinging onto a gas–liquid interface of a liquid pool are also studied using computational fluid dynamics modeling, which aims to obtain a better understanding of the behavior of the gas jets. The gas and liquid flows are modeled using the volume of fluid technique. The governing equations in the axisymmetric cylindrical coordinates are solved by the CFD simulation using FLUENT. The computed results are compared with experimental result and it isfound a good match with all the data. Keywords: LD process, Water Modeling, Penetration Depth, Volume of Fluid, CFD. ----------------------------------------------------------------------***------------------------------------------------------------------------ 1. INTRODUCTION The LD process uses supersonic oxygen jets that impinge on the metal bath surface and the impingement process promotes the refining reactions and slag formation. The LD has an extremely high refining rate partly because of the large amount of interfacial area created among the metal and slag. When blown oxygen strikes the steel melt a cavity is formed on the liquid surface. The chemical reaction takes place both in the cavity and in the foam or slag that is produced in the process. The slag contains bubbles and provides a large surface area for the oxidation. The depth and diameter of the cavity, heat and mass transport at the interface and in the liquid are important parameters in the process. Liquid circulation driven by the jet and cavity dimensions depend on the following process variables such as gas flow rate,distance from the nozzle to the liquid free surface,angle formed between the lance and the liquid free surface,shape, size and number of nozzles in the lance,density and viscosity of gas and liquid[1]. It is difficult to measure the above parameters in actual process conditions prevailing in BOF.Physical modeling, using water and transparent vessels, is an important tool to perform these studies in a laboratory scale at low cost and safe conditions. Also, Mathematical modeling is a tool able to simulate these complex systems. Behera et al [2] studied the effect of the no nozzle (single hole, two holes and three holes) in jet penetration by cold model experiment. Patjoshiet al [3] concluded that depth of the depression and splashing are increased with increase in jet momentum and nozzle angles and decrease with lance height by the water model experiment. Banks et al [4] investigated the pressure distribution, cavity profiles and associated velocity profiles for round and planar jets. Nordqist et al [5] concluded that penetration depth is function of gas flow rate, nozzle diameter and lance height by the cold model study. Sharma et al. [6] concluded that the size of the cavity is controlled by the jet strength, while Koria and Lange [7] gave more importance to the lance free surface distance and gas pressure (impinging the liquid surface). Qian et al. [8] obtained measurements of depressions in water model having a lighter second liquid phase (corn oil or kerosene) on the top of water to simulate the presence of slag. Subagyo et al. [9] have correlated splashing phenomenon with the normalized Weber number. Peaslee and Robertson [10] developed a model using CFD commercial software FLUENT that describes liquid velocity fields in the vicinity of the impingement point. They also presented results on the splashing and oscillation of the free surface as a function of the lance angle. Gu and Irons [11] applied the volume of fluid (VOF) algorithm to describe a liquid free surface and to determine the velocity fields in a 3D fragment of a vessel driven by the action of a gas jet. In this workthere are no precise measurements of the cavity geometry and therefore only a qualitative comparison wasmade between model predictions and experimental photographs and besides they do not validate the predicted velocityfields and only showed a qualitative analysis of the flow patterns. Regarding the cavity geometry, Nakazono et al. [12] modelled the depth of cavity due the impingement of an oxygen jet in a free liquid iron surface using a force balance under vacuum and proposed a correlation that describes the jet penetration in the free surface. So behavior of jet is important for better understanding the process inside the LD (BOF) process.
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 452 In the present study 1/30th geometric scale model of a 100 ton capacity LD convertor has been used. The model was constructed of Perspex sheet. Simulation of the steel bath was carried out by using water and oxygen gas by air.For the model study of this type, where bath flow behavior is simulated, the modified Froude number is the basic criterion. This dimensionless number in the model should be same as that in actual converter. Modified Froude number is defined by equation (1). ( ) 0 2 0 dg V N gl g Fr ρρ ρ − = ……………………. (1) Where, gρ is the density of the gas jet, 0V is average gas velocity at nozzle tip, lρ is the density of the liquid and 0d is the hydraulic diameter of the nozzle. The objectives of this paper is to study the effects gas flow rate, nozzle diameter and lance height on depth of penetration and simulate the water model LD converter using k-ε turbulent and VOF model and compare this result with experimental. 2. EXPERIMENTAL SET UP AND MEASUREMENT Experimental Set up is shown in Fig.1.The vessel was filled with clean water up to a height of 0.1m; front portion of the converter was fitter with transparent plastic sheet graph paper of 1 cm division in both the direction. A lance was lowered to a pre-fixed distance from the water surface and air jet at fixed flow rate was allowed to impinge on the surface. The crater formed on the bath surface due to the impact of air jet, at chosen lance height and fixed inlet flow rate video photographed was taken. The lance height was varied from 0.1 m, 0.11 m and 0.12 m, nozzle diameter was varied 1.5 mm, 2mm 2.5mm and 3mm and the flow rates were varied from 30 Lt/min to 70 Lt/min. Fig.1: Experimental set up for water model Experiment The deformation created at the liquid surface was captured by video photography. Finally the digitized versions of the photographs were used to measure the diameter and height of the crater by computer. 3. MATHEMATICAL MODELING The computational domain is shown in Fig.2 and the following assumptions have been adopted. 1) All fluids areNewtonianand incompressible fluid and constant molecular viscosity. 2) Axis-symmetry and unsteady 3) No masssources are taken into account 4) Isothermal flow and free surfaces in the water and air are assumed to be flat. The jetting system is governed by the gas and liquid flows and can be modelled using the volume of fluid (VOF) technique, which is a fixed grid technique designed for two or more immiscible fluids where the position of the interface is of interest.In the VOF model the volume fraction of each of the fluids in each computational cell is tracked throughout the computational domain.
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 453 Fig.2: Schematic representation of the system for the purpose of mathematical modeling In addition to the velocity and pressure, the volume fraction is also a variable of the flow field in the VOF technique and hence is contained in both the mass and momentum equations. Five types of boundary conditions were used to describe the flow field within the computational domain: 1. Top of the BOF which is opened to atmosphere is defined as pressure out let (boundary EF in Fig.2) boundary condition. This value was set to zero, i.e. assumed to be at atmospheric pressure. 2. Velocity inlet is defined at the nozzle hole (boundary AB in Fig. 2) and velocity is calculated from the gas flow rate. Volume fraction of air is one at the inlet. 3. Standard wall functions are employed to represent the near wall regions (boundary BE, FG, GJ, JH and CH in Fig. 2) and at the solid wall no slip condition is specified. 4. At the free surface (boundary IJ in Fig. 2), the normal gradients of the parallel velocity components, turbulent kinetic energy, kinetic dissipation rate and tracer concentration are set to be zero. 5. The axis boundary was used along centerlines DA, AI and IC. The radial velocity component V and the gradients of the other dependent variables were equal to zero. For this model quad-map 0.011 mm strong grid luster was used along the central line of BOF converter and grid size of 1 mm was used away from the central line of BOF converter. Non uniform mesh/grid was created using Gambit (version 2.0.4). The governing partial differential equations were converted to algebraic equation by adopting staggered grid control volume technique. The governing equations were discretized using the second-order upwind scheme to achieve the bestaccuracy. The interpolation of the pressure values at the cell faces, using the momentum equation, was carried out using the PRESTO (Pressure Staggering Option) scheme, which improved the convergence rate and the stability of the computation. Pressure–velocity coupling was achieved by using the PISO (Pressure-Implicit with Splitting of Operators) algorithm with neighbor correction, which is highly recommended for both steady state and transient calculations on meshes with a degree of distortion. The governing equations were solved sequentially using the commercial Fluent® (versions 6.3.16) CFD software. Stable transient solutions were obtained with relatively small time steps, typically between 1 × 10-6and 1 × 10-4 s. 4. RESULTS AND DISCUSSION (a) (b) Fig.3: An example of cavity formation at 0.1m lance height and different gas flow rate of (a) 40 Lt/min and (b) 45 Lt/min
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 454 The series of photographs (such as Fig.3(a) and 3(b))has been taken for the investigation the effect of lance heights, gas flow rate and nozzle diameter. It is evident that the profile of the crater is the shape of a parabola. From those photograph depth of penetration are measured and the penetration depth with gas flow rate, lance height and nozzle diameter are plotted in Fig.4, Fig. 5 and Fig.6 respectively. 4.1 Influence of Gas Flow Rate: As is clear from Fig.4 for a given nozzle diameter (0.00225 m) and a fixed lance height (0.1 m), the depth of penetration increase from 0.023 m to 0.033 m with increase in gas flow rate from 40 Lt/min to 70 Lt/min[5]. This result is in good accordance with the well established theory that an increase in gas flow rate causes the jet momentum to increase which displaces more volume of liquid, so higher is the depth of penetration Fig.4: Depth of the penetration versus the gas flow rate at different bath height for 2.25 mm single hole nozzle 4.2 Influence of Lance Height: The effect of changing the lance height for a given nozzle diameter and at a fixed gas flow rate is well indicated by Fig.5.As lance height is increased, the depth of penetration decrease due to the fact that jet after coming out of nozzle interacts with ambient atmospheric air and losses its force due to this interaction, as well as due to spreading, resulting on lesser is the penetration depth at greater bath height or lance height [5]. Fig.5: Depth of the penetration versus the lance height at different gas flow rate for 2.25 mm single hole nozzle 4.3 Influence of Nozzle Diameter: Fig.6: Depth of the penetration versus the nozzle diameter at different gas flow rate for 0.12 m lance height. Fig.6 shows the influence of nozzle diameter on the depth of penetration. The smaller the nozzle diameter, more is the penetration depth at a given gas flow rate and fixed lance height. Smaller diameter nozzle tends to produce higher momentum for a given gas flow rate and hence give rise to deeper cavities [5].
  • 5. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 455 (a) (b) (c) (d) (e) Fig.7: Gas-Liquid interface (free surface) profile at gas flow rate of (a) 40 Lt/min, (b) 45 Lt/min, (c) 50 Lt/ min, (d) 55 Lt/min and (e) 60 Lt/min when nozzle diameter of 2.25 mm and lance height 0.10 m. Fig.7 shows the cavity profile predicted by the VOF model. The parabolic shape of the cavity has been formed due to impinging of air jet onto water pool using VOF model. From figure 7 depth of penetrations are measured and it is also observed that when gas flow rate is increase the penetration depth also increase at a fixed lance height and nozzle diameter as shown in the Fig.4.The computed penetration depths are compared with the experimental measured penetration depth and find a good match with all the results which is shown in Table 1. Table 1: CFD and experimental penetration depth CFD Experimental Flow rate (Lt/min) hc (cm) hc(cm) 40 2.2 2.3 45 2.5 2.5 50 2.6 2.7 55 3 3 60 3.3 3.1
  • 6. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 __________________________________________________________________________________________ Volume: 02 Issue: 12 | Dec-2013, Available @ http://www.ijret.org 456 5. CONCLUSION The major findings from this study are: 1. The penetration depth increases with increasing flow rate for a fixed nozzle diameter and a fixed lance height. 2. The penetration depth increases with the decrease in lance height for a fixed flow rate and a fixed nozzle diameter. 3. The penetration depth increases with the decrease in nozzle diameter for a fixed flow rate and a lance or bath height. 4. Computational fluid dynamics modeling is used to study gas jets impinging onto a gas–liquid interface of a liquid pool. The gas and liquid flows are modeled using the volume of fluid technique. The computed results are compared with experimental data and find a good match with all the data. REFERENCES [1] J. Szekely and N. J. Themekis, Jon Wiley & Sons, Inc. (1971) 716. [2] R.C. Behera, A. Sarangi and S. Misra, Indian journal of Tech. 15 (1977) 419-422. [3] A.K. Patjoshi, R.C. Behera, A. Sarangi and S. Misra , Iron & Steel int. February (1982) 27-32. [4] B. Banks and D.V. Chandrasekhara, Journal of Fluid Mechanics, 15(1963), 13-33. [5] A. Nordqist, N. Kumbhat, L. Jonsson, P. Jonssön, Steel Res. 77 (2006) 82–90. [6] S.K. Sharma, J.W. Hlinka and D.W. Kern, Iron Steelmaker. 4(1977) 7–18. [7] S.C. Koria, K.W. Lange, Steel Res. 58 (1987) 421– 426. [8] F. Qian, R. Muthasaran, B. Farouk, Metall. Mater.Trans. B 27B (1996) 911–920. [9] Subagyo, G.A. Brooks, K.S. Coley, G.A. Irons, ISIJ International, 43 (2003) 983–989. [10] K.D. Peaslee, D.G.C. Robertson, TMS, Warrendale, PA, 1994, pp. 1129–1145. [11] L. Gu, G. Irons, 1999 Electric Furnace Conference Proceedings, Iron & Steel Soc., Pittsburgh, PA, 1999, pp. 269–278. [12] D. Nakazono, K. Abe, M. Nishida, K. Kurita, ISIJ International, 44 (2004) 91–99.