SlideShare a Scribd company logo
1 of 8
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2872
Design and Thermal Analysis of an Automotive Radiator for
enhancing Flow Uniformity using CFD
Manichander Rama1, M. Anil kumar2, Arun Teja Vemunuri3, Naga Teja Valusa4, MD. Yasin5
2Assistant professor, Department of Mechanical Engineering, Kakatiya Institute of Technology and science Warangal,
Telangana, India
1,3,4,5UG students, Department of Mechanical Engineering, Kakatiya Institute of Technology and science Warangal,
Telangana, India
--------------------------------------------------------------------***------------------------------------------------------------------
Abstract - A radiator is a device that reduces the amount
of heat generated by internal combustion engines. These
heat exchangers are widely used to cool the engine block
while maintaining the optimal temperature. Coolant is
permitted to flow through channels in the engine block.
Recent innovations have revolutionized the way
manufacturers choose materials for vehicle radiators, such
as aluminium. Many of the large power supply engines
seen in supercars, locomotives, and airplanes necessitate a
long-lasting radiator. To increase the radiator's life, the
flow homogeneity in the radiator tank must be improved.
To achieve improved flow homogeneity, a three-pass
radiator is used, which has better impact on radiator
performance. The design parameters of an automotive
radiator have been optimised by lowering the tube size of
single-pass radiator and transforming it to a three-pass
radiator. The ANSYS FLUENT software is used to carry out
the CFD analysis and Thermal analysis. The design will be
dependable, lighter, and more efficient.
Keywords: automotive radiator, heat exchangers, CFD
analysis, thermal analysis, ANSYS FLUENT
1. Introduction
In terms of performance, fuel economy, aesthetics, and
safety, the automobile industry is constantly in a
competitive position to deliver the greatest vehicle
designs. Radiators, air conditioner condensers, and so
forth are air-cooled heat exchangers that have a
considerable influence not only on product weight, but
also on the development of front-end modules, which has
a profound effect on the aerodynamic performance of a
car. In order to achieve the greatest possible design
balance in terms of performance, size or shape, and
weight, improved procedures are required for given
challenges.
An intake tank, an exit tank, and a core are the three sections of
an automotive radiator. Two sets of passageways, tubes, and
fins make up the core. The radiator core is commonly made out
of a flat metal tube with zigzag aluminium fins connecting it. In
engine cooling systems, two types of operating fluid are used:
air and coolant. The coolant's purpose is to circulate and
absorb heat throughout the engine block. Then, into the
radiator tank, hot coolant is been injected. Coolant fluid enters
the radiator core through the tubes. When the fluid returns to
the counter tank, the majority of the heat is transmitted to the
radiator tube, which then distributes the heat to the fins across
each row of tubes. Heat is transmitted from the coolant fluid to
the air as it passes through the radiator. The role of air is to
collect heat from the fluid and returns to the radiator at lower
temperature than it was when it first arrived.
CFD analysis has been utilised to solve a range of
thermodynamic and heat transfer problems, including
evaluating heat exchanger performance. Computational Fluid
Dynamics (CFD), in addition to analytical and experimental
methods, has become an important tool for solving and
analysing fluid dynamics and heat transfer as a result of
breakthroughs in engineering capabilities and computational
information technology over the last two decades. Because of
its use in the design process, CFD applications in industries
including automotive and aerospace have increased in recent
years. Commercial CFD software packages like as Autodesk
CFD, Simscale, and Ansys Fluent have arisen as the industry's
usage of CFD has grown.
The effect of varying the length of the inlet and outflows on the
pressure drop and the distribution of the maximum flow
velocity were combined using a two-dimensional model of the
water tank and radiator pipes, with the Golden Section used to
find the optimal exit location for a given one, that is the height
of the entryway, according to Laila Guessous and Sridhar
Maddipatla [1]. According to R. Paul Linga Prakash, M. Selvam,
A. Alagu Sundara Pandian, S. Palani, K. A. Harish [2], The Nozzle
effect provides additional cooling to the engine by reducing
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2873
pressure, increasing speed, and lowering the
temperature, which is directly proportional to the
pressure, depending on the combined gas law. As a
consequence, the radiator and engine's cooling efficiency
is enhanced, and the engine's life is extended. The
suggested radiator's efficiency increased by 5.37
percent.
Automotive radiators are constructed with automotive
engines in mind, and mass flow rates along the tubes are
calculated using CFD analysis. To obtain greater
uniformity in flow rates across the tubes, the single pass
radiator design is revised by lowering the tube size and
reconstructed to a three-pass radiator. Thermal analysis
is carried out to validate that the three-pass radiator
improves flow rates over the basic radiator. The analysis
is done in ANSYS FLUENT software. The objectives of
this research were:
1. Changing tube size to maintain flow uniformity.
2. To Find Mass flow rate through each tube.
3. To Find Total heat transfer.
4. To Report coolant temperature at outlet.
5. To analyze mass flow distribution in tube.
6. To reduce tube corrosion and contamination.
7. To Extend the Life of the Radiator.
2. Methodology
2.1. Procedure
1. Problem Definition: To improve flow uniformity
in radiator by converting single pass type radiator
into three-pass type by reducing tube size.
2. Geometry Preparation: Prepared geometry of a
Radiator in Catia V5 software.
3. Geometry Cleanup: Geometry cleanup, water tight
geometry is prepared for meshing.
4. Meshing: Meshing with proper naming for inlet,
outlet and wall is carried out with polyhedral
elements, quality is less than 0.85 volumetric
skewness.
5. Model setup and Analysis is done in fluent solver.
6. CFD Post is used for Results and post processing.
7. Initially results are calculated for single pass, later same
method is applied for three-pass.
8. Results for both the radiator models are compared.
2.2. Flow Uniformity
A radiator's performance and service life may be assessed
using a variety of approaches. Initially, CATIA software was
utilised to create a base radiator. Performance is measured
using the flow non-uniformity coefficient, which is calculated
with the purpose of enhancing pipe flow uniformity.
Flow non-uniformity coefficient: To avoid contamination and
pipe corrosion caused by underflow, each radiator pipe should
have the same mass flow rate as the rest of the radiator pipes.
̇ =
̇
where K is the total number of pipes or tubes and ̇ is the total
mass flow through the radiator. The pipe mass flow rate
fraction is used to calculate the departure of a single radiator
pipe from this ideal behavior.
̇
̇
k=1,...,K
The mass flow rate through the pipe with the number k is
denoted by ̇ The ideal value for is 1/K. However, using a
single objective function to determine how evenly the heat
exchanger flow is shared over several pipes would be more
convenient. This coefficient is the modulus of the divergence
of each tube's mass flow rate from its ideal mass flow rate,
normalised to the tube's ideal mass flow rate, and represented
as follows:
√∑ ( ̇ ̇ )
̇
should be exactly equal to zero for an optimal flowrate
distribution. If one or more tubes have zero flowrate, should
be more than one (>1). As a result, a value as near to zero as
possible is preferred. The optimization strategy is depicted in
figure 1.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2874
Figure 1. Optimization strategy
3. Design and Analysis of Radiator
3.1. Design Considerations
1. CATIA V5 R21 software was used to design the
radiator models.
2. Radiator models is made up of aluminum consists of
two rows, each with 42 tubes.
3. Radiator models are designed with a crossflow
design.
4. Ansys Fluent software is used to do the Flowrate and
Thermal analysis for CFD study.
5. Two types of radiators are designed as shown in
Table I.
6. Dimensions of Radiator are shown in Table II.
Table I. Radiator types under consideration
Table II. Dimensions of Radiator
Figure 2. Geometry of Single Pass Radiator
3.2. Meshing
Meshes can also be categorized according to the size and type
of elements they include. Meshing is classified based on
connectivity and based on elements. Elements-based
classification consists of Mesh shapes that can be 2-
dimensional (2D) or 3-dimensional (3D) depending on the type
of analysis and the requirements of the solution. Triangles and
rectangles are typical features of 2D. All the mesh nodes in the
2D mesh lay in the same plane. The 2D mesh node is usually on
an XY plane, but may be on another Cartesian or user-defined
plane. Quadrilaterals and triangles are the most common 2D
mesh elements.
Nodes in a 3D mesh are not required to lie on a single plane.
Hexahedra, tetrahedral, square pyramids and extruded
triangles are the most common 3D mesh elements. Polyhedral
elements, which can be constrained by any number and type of
faces, are also supported by several modern solvers. Even
though all 3D elements are defined by 2D elements, 3D meshes
have clearly exposed 2D elements at their edges.
Figure 3. Meshing of Radiator
S. No Geometry
1 Single Pass Radiator
2 Three Pass Radiator
Parameters (mm)
Inlet diameter 31.75
Outlet diameter 44.45
Length of tube 712
Width of tube 25.4
Tube height 1.8
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2875
Figure 4. Mesh Information for Single pass Radiator
Figure 5. Mesh Information for three pass Radiator
3.3. Flow Rate Analysis
3.3.1. Boundary Conditions:
 Velocity inlet: 0.153741 m/s
The rate is estimated using a 0.12 LPM
volume flow rate inside the radiator.
 Pressure at outlet = 0pa
 Walls: There is no risk of slipping.
 Every surface is a wall at this point.
Figure 6. CFD Model of Single Pass Radiator
Figure 7. CFD Model of Three Pass Radiator
3.3.2. Velocity contours:
Figure 8. Velocity contour of a single pass Radiator
Inlet
Outlet
Inlet
Outlet
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2876
Figure 9. Velocity contour of a three pass Radiator
The velocity contour is performed to verify the
change in velocity across the tubes and we can
observe that there is an improvement in velocity of
flow from the above contours (Figure 8 and Figure
9)
3.3.3. Pressure contours:
Figure 10. Pressure contour of a single pass Radiator
Figure 11. Pressure contour of a three pass Radiator
Pressure contours are generated to verify the improvements
in pressure drop and that can be observed from the above
contours generated (Figure 10 and Figure 11).
3.3.4. Streamlines:
Figure 12. The Streamlines of a single pass Radiator
Figure 13. The Streamlines of a three pass Radiator
Streamlines are generated to verify flow uniformity and from
the above contours (Figure 12 and Figure 13), we can observe
the improvement in uniform flowrate.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2877
3.4. Thermal Analysis
3.4.1. Boundary Conditions
Table III. Boundary conditions
3.4.2. Material Properties
Table IV. Materials and their Properties
3.4.3. Temperature contours on wall of radiator
Figure 14. Temperature contour of a single pass radiator
Figure 15. Temperature contour of a three pass radiator
Outlet temperature for three pass model is less compared to
single pass that can be observed from above contours
(Figure 14 and Figure 15).
Figure 16. The Graph shows the temperature drop between
single pass type radiator and three pass type radiator
Figure 17. The Graph shows the Heat Rejection Rate between
single pass type radiator and three pass type radiator.
Properties for Oil-Sand erosion
Mass flow rate at inlet 0.119784 Kg/sec
Temperature at inlet 110 OC
Pressure at outlet 0 Pa
Heat Flux at tube surface 30 Watt/m2
Material
Name
Density
(Kg/m3)
Thermal
Conductivity
(w/m-k)
Specific
Heat
(J/Kg-
K)
Viscosity
(Kg/m-
sec)
Aluminium 2719 202.4 871 -
Water 998.2 0.6 4182 0.001003
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2878
4. Calculations
4.1. Flow Non-Uniformity Coefficient Calculation
4.1.1. For Single pass Radiator
The mass flow rates obtained for Base Radiator is
̇ = 0.086
√∑ ( ̇ ̇ )
̇
∑ ( ̇ ̇ ) = 9.15E-05
√∑ ( ̇ ̇ ) = 0.010
= 0.112
4.1.2. For Three-pass Radiator
The mass flow rates obtained for Base Radiator is
̇ = 0.257
√∑ ( ̇ ̇ )
̇
∑ ( ̇ ̇ ) = 1.49E-04
√∑ ( ̇ ̇ ) = 0.012
= 0.048
4.2. Theoretical Calculation of Total Heat
Transfer Rate
4.2.1. For Single Pass Radiator
Where, is Total Heat Transfer Rate
is Specific Heat, for water
is Change in temperatures of inlet and outlet
Where, is Total Heat Transfer Rate
is Specific Heat, for water
is Change in temperatures of inlet and outlet
4.3. Observations from Thermal Analysis
Table V. Outlet coolant temperatures and Heat Rejection
rate obtained from thermal analysis
5. Results
1. Flow Non-Uniformity coefficient has reduced by 0.064.
2. In both Single pass and three pass models’ coolant inlet
temperature is same i.e., 110 OC.
3. Outlet temperature of coolant is 89 OC for single pass
and 80 OC for three pass radiator model.
4. Theoretical calculation of Total Heat Transfer Rate in
single pass radiator is 10532.24 watt and Total Heat
Transfer Rate in three pass radiator is 15046.06 watt.
5. Thermal Analysis observations of Total Heat Rejected in
single pass radiator is 10473.52 watt and Total Heat
rejected in three pass radiator is 14929.63 watt.
Type of
Radiator
Inlet coolant
temperature
(OC)
Outlet coolant
temperature
(OC)
Heat Rejection
(watt)
Single-Pass
Radiator
110 89 10473.52
Three-Pass
Radiator
110 80 14929.632
4.2.2. For Three Pass Radiator
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072
© 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2879
6. Conclusions
According to the findings in flow rate analysis, the value
of three pass radiator is reduced by 57% when compared
to the single pass radiator. The drop in value shows the
increase in flow uniformity along the tubes in three pass
radiator. As a result, the flow homogeneity of three pass
radiator is improved which increases the life time of
radiator and prevents tube corrosion and contamination.
Thermal analysis results a temperature drop of 21OC for
single pass Radiator and 30OC for three pass Radiator. A
difference in temperature drop of 9 OC is observed for
three-pass radiator compared to single pass radiator. The
total heat transfer rate is increased by 42% in three pass
radiator compared to single pass radiator. As three pass
model has more heat rejection rate and obtained less
coolant temperature at outlet, we can conclude that three
pass radiator is better and preferable than single pass
radiator.
7. Future Scope
The next part of this research will likely focus on fins with
various shapes. Fins plays an important role in improving
heat transfer rate. Using fins with different geometries in
three-pass radiator would improve efficiency of radiator.
8. References
[1] Improving Radiator Design with Shape Optimization,
Proceedings of the IMECE2002 ASME International
Mechanical Engineering Congress and Exhibition, New
Orleans, Louisiana, 17-22 November 2002. IMECE2002-
33888
[2] IC Engine Cooling System Radiator Design and
Modification to Improve Efficiency and Lifespan, KA
Harish, R. Paul Linga Prakash, M. Selvam, A. Alagu Sundara
[3] Using nanofluids to improve the performance of car
radiators, M. El Haj Assad, Ahmed Amine Hachicha,
Evangelos Bellos, et. al, Renewable and Sustainable Energy
Reviews 112 (2019) 183–194, Elsevier Ltd. Zafar Said, M.
El
[4] Using Multi-Walled Carbon Nano Tubes to Improve
Heat Transfer Coefficient in an Automobile Radiator
(MWCNTS), Manikantan Kota, et. alASME 2014
International Mechanical Engineering Congress
[5] Parametric radiator research in automobiles, Applied
Thermal Engineering 27 (2007) 2033-2043, Elsevier Ltd,
C. Oliet, A. Oliva, J. Castro, C.D. Perez-Segarra
[6] Raju Jadar, K.S. Shashishekar, S. R. Manohara,
Nanotechnology Integrated Automobile Radiator,
Proceedings 4 (2017) 12080–12084, 2214–7853, 2017
Elsevier Ltd

More Related Content

Similar to CFD Analysis

Modeling and Fluid Flow Analysis of Wavy Fin Based Automotive Radiator
Modeling and Fluid Flow Analysis of Wavy Fin Based Automotive RadiatorModeling and Fluid Flow Analysis of Wavy Fin Based Automotive Radiator
Modeling and Fluid Flow Analysis of Wavy Fin Based Automotive RadiatorIJERA Editor
 
IRJET- Performance Analysis of CI Engine Emission by Admitting Steam with...
IRJET-  	  Performance Analysis of CI Engine Emission by Admitting Steam with...IRJET-  	  Performance Analysis of CI Engine Emission by Admitting Steam with...
IRJET- Performance Analysis of CI Engine Emission by Admitting Steam with...IRJET Journal
 
CFD ANALYSIS OF RADIATO
CFD ANALYSIS OF RADIATOCFD ANALYSIS OF RADIATO
CFD ANALYSIS OF RADIATOjournal ijrtem
 
IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...
IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...
IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...IRJET Journal
 
Optimization of time step and cfd study of combustion in di diesel engine
Optimization of time step and cfd study of combustion in di diesel engineOptimization of time step and cfd study of combustion in di diesel engine
Optimization of time step and cfd study of combustion in di diesel engineeSAT Publishing House
 
Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...
Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...
Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...IRJET Journal
 
CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...
CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...
CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...IRJET Journal
 
Numerically and CFD studies on shell and tube heat exchangers
Numerically and CFD studies on shell and tube heat exchangersNumerically and CFD studies on shell and tube heat exchangers
Numerically and CFD studies on shell and tube heat exchangersIRJET Journal
 
IRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as Coolant
IRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as CoolantIRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as Coolant
IRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as CoolantIRJET Journal
 
cfd analysis research proposal
cfd analysis research proposalcfd analysis research proposal
cfd analysis research proposalAmitabh Awdhiya
 
IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...
IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...
IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...IRJET Journal
 
Performance Analysis of Automobile Radiator
	 Performance Analysis of Automobile Radiator	 Performance Analysis of Automobile Radiator
Performance Analysis of Automobile RadiatorIRJET Journal
 
IRJET- Door Access Security System using NFC Technology
IRJET- 	  Door Access Security System using NFC TechnologyIRJET- 	  Door Access Security System using NFC Technology
IRJET- Door Access Security System using NFC TechnologyIRJET Journal
 
Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...
Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...
Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...IRJET Journal
 
An approach to evaluate the heat exchanger retrofit for installed industrial ...
An approach to evaluate the heat exchanger retrofit for installed industrial ...An approach to evaluate the heat exchanger retrofit for installed industrial ...
An approach to evaluate the heat exchanger retrofit for installed industrial ...eSAT Journals
 
IRJET- CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...
IRJET-  	  CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...IRJET-  	  CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...
IRJET- CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...IRJET Journal
 
CFD modelling calculation and simulation of bus
CFD modelling calculation and simulation of busCFD modelling calculation and simulation of bus
CFD modelling calculation and simulation of busIRJET Journal
 
Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...
Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...
Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...ijtsrd
 

Similar to CFD Analysis (20)

Modeling and Fluid Flow Analysis of Wavy Fin Based Automotive Radiator
Modeling and Fluid Flow Analysis of Wavy Fin Based Automotive RadiatorModeling and Fluid Flow Analysis of Wavy Fin Based Automotive Radiator
Modeling and Fluid Flow Analysis of Wavy Fin Based Automotive Radiator
 
IRJET- Performance Analysis of CI Engine Emission by Admitting Steam with...
IRJET-  	  Performance Analysis of CI Engine Emission by Admitting Steam with...IRJET-  	  Performance Analysis of CI Engine Emission by Admitting Steam with...
IRJET- Performance Analysis of CI Engine Emission by Admitting Steam with...
 
CFD ANALYSIS OF RADIATO
CFD ANALYSIS OF RADIATOCFD ANALYSIS OF RADIATO
CFD ANALYSIS OF RADIATO
 
IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...
IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...
IRJET- A Review : Design, Analysis & Optimization of Pipe Stack Heat Exchange...
 
Optimization of time step and cfd study of combustion in di diesel engine
Optimization of time step and cfd study of combustion in di diesel engineOptimization of time step and cfd study of combustion in di diesel engine
Optimization of time step and cfd study of combustion in di diesel engine
 
Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...
Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...
Comparative Study Between Cross Flow Air To Air Plate Fin Heat Exchanger With...
 
CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...
CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...
CFD Simulation of Solar Air Heater having Inclined Discrete Rib Roughness wit...
 
Numerically and CFD studies on shell and tube heat exchangers
Numerically and CFD studies on shell and tube heat exchangersNumerically and CFD studies on shell and tube heat exchangers
Numerically and CFD studies on shell and tube heat exchangers
 
IRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as Coolant
IRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as CoolantIRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as Coolant
IRJET- Experimental Investigation of Radiator using Tio2 Nano Fluid as Coolant
 
cfd analysis research proposal
cfd analysis research proposalcfd analysis research proposal
cfd analysis research proposal
 
IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...
IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...
IRJET- Design and Computational Analysis of Shell and Tube Heat Exchanger Con...
 
Performance Analysis of Automobile Radiator
	 Performance Analysis of Automobile Radiator	 Performance Analysis of Automobile Radiator
Performance Analysis of Automobile Radiator
 
IRJET- Door Access Security System using NFC Technology
IRJET- 	  Door Access Security System using NFC TechnologyIRJET- 	  Door Access Security System using NFC Technology
IRJET- Door Access Security System using NFC Technology
 
Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...
Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...
Advancements in Automotive Cooling: Computational Fluid Dynamics Analysis of ...
 
SEMINAR REPORT
SEMINAR REPORTSEMINAR REPORT
SEMINAR REPORT
 
An approach to evaluate the heat exchanger retrofit for installed industrial ...
An approach to evaluate the heat exchanger retrofit for installed industrial ...An approach to evaluate the heat exchanger retrofit for installed industrial ...
An approach to evaluate the heat exchanger retrofit for installed industrial ...
 
IRJET- CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...
IRJET-  	  CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...IRJET-  	  CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...
IRJET- CFD Analysis of Double Pipe Heat Exchanger with Different Inner Se...
 
D48073646
D48073646D48073646
D48073646
 
CFD modelling calculation and simulation of bus
CFD modelling calculation and simulation of busCFD modelling calculation and simulation of bus
CFD modelling calculation and simulation of bus
 
Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...
Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...
Application of Pinch Technology in Refrigerator Condenser Optimization by Usi...
 

More from IRJET Journal

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...IRJET Journal
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTUREIRJET Journal
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...IRJET Journal
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsIRJET Journal
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...IRJET Journal
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...IRJET Journal
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...IRJET Journal
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...IRJET Journal
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASIRJET Journal
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...IRJET Journal
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProIRJET Journal
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...IRJET Journal
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemIRJET Journal
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesIRJET Journal
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web applicationIRJET Journal
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...IRJET Journal
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.IRJET Journal
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...IRJET Journal
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignIRJET Journal
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...IRJET Journal
 

More from IRJET Journal (20)

TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
TUNNELING IN HIMALAYAS WITH NATM METHOD: A SPECIAL REFERENCES TO SUNGAL TUNNE...
 
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURESTUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
STUDY THE EFFECT OF RESPONSE REDUCTION FACTOR ON RC FRAMED STRUCTURE
 
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
A COMPARATIVE ANALYSIS OF RCC ELEMENT OF SLAB WITH STARK STEEL (HYSD STEEL) A...
 
Effect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil CharacteristicsEffect of Camber and Angles of Attack on Airfoil Characteristics
Effect of Camber and Angles of Attack on Airfoil Characteristics
 
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
A Review on the Progress and Challenges of Aluminum-Based Metal Matrix Compos...
 
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
Dynamic Urban Transit Optimization: A Graph Neural Network Approach for Real-...
 
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
Structural Analysis and Design of Multi-Storey Symmetric and Asymmetric Shape...
 
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
A Review of “Seismic Response of RC Structures Having Plan and Vertical Irreg...
 
A REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADASA REVIEW ON MACHINE LEARNING IN ADAS
A REVIEW ON MACHINE LEARNING IN ADAS
 
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
Long Term Trend Analysis of Precipitation and Temperature for Asosa district,...
 
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD ProP.E.B. Framed Structure Design and Analysis Using STAAD Pro
P.E.B. Framed Structure Design and Analysis Using STAAD Pro
 
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
A Review on Innovative Fiber Integration for Enhanced Reinforcement of Concre...
 
Survey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare SystemSurvey Paper on Cloud-Based Secured Healthcare System
Survey Paper on Cloud-Based Secured Healthcare System
 
Review on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridgesReview on studies and research on widening of existing concrete bridges
Review on studies and research on widening of existing concrete bridges
 
React based fullstack edtech web application
React based fullstack edtech web applicationReact based fullstack edtech web application
React based fullstack edtech web application
 
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
A Comprehensive Review of Integrating IoT and Blockchain Technologies in the ...
 
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
A REVIEW ON THE PERFORMANCE OF COCONUT FIBRE REINFORCED CONCRETE.
 
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
Optimizing Business Management Process Workflows: The Dynamic Influence of Mi...
 
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic DesignMultistoried and Multi Bay Steel Building Frame by using Seismic Design
Multistoried and Multi Bay Steel Building Frame by using Seismic Design
 
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
Cost Optimization of Construction Using Plastic Waste as a Sustainable Constr...
 

Recently uploaded

Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝soniya singh
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxvipinkmenon1
 
(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
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidNikhilNagaraju
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxbritheesh05
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxPoojaBan
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLDeelipZope
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 

Recently uploaded (20)

Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
Model Call Girl in Narela Delhi reach out to us at 🔝8264348440🔝
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptx
 
(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...
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfid
 
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
★ CALL US 9953330565 ( HOT Young Call Girls In Badarpur delhi NCR
 
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Serviceyoung call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
young call girls in Rajiv Chowk🔝 9953056974 🔝 Delhi escort Service
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptx
 
Heart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptxHeart Disease Prediction using machine learning.pptx
Heart Disease Prediction using machine learning.pptx
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCL
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 

CFD Analysis

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2872 Design and Thermal Analysis of an Automotive Radiator for enhancing Flow Uniformity using CFD Manichander Rama1, M. Anil kumar2, Arun Teja Vemunuri3, Naga Teja Valusa4, MD. Yasin5 2Assistant professor, Department of Mechanical Engineering, Kakatiya Institute of Technology and science Warangal, Telangana, India 1,3,4,5UG students, Department of Mechanical Engineering, Kakatiya Institute of Technology and science Warangal, Telangana, India --------------------------------------------------------------------***------------------------------------------------------------------ Abstract - A radiator is a device that reduces the amount of heat generated by internal combustion engines. These heat exchangers are widely used to cool the engine block while maintaining the optimal temperature. Coolant is permitted to flow through channels in the engine block. Recent innovations have revolutionized the way manufacturers choose materials for vehicle radiators, such as aluminium. Many of the large power supply engines seen in supercars, locomotives, and airplanes necessitate a long-lasting radiator. To increase the radiator's life, the flow homogeneity in the radiator tank must be improved. To achieve improved flow homogeneity, a three-pass radiator is used, which has better impact on radiator performance. The design parameters of an automotive radiator have been optimised by lowering the tube size of single-pass radiator and transforming it to a three-pass radiator. The ANSYS FLUENT software is used to carry out the CFD analysis and Thermal analysis. The design will be dependable, lighter, and more efficient. Keywords: automotive radiator, heat exchangers, CFD analysis, thermal analysis, ANSYS FLUENT 1. Introduction In terms of performance, fuel economy, aesthetics, and safety, the automobile industry is constantly in a competitive position to deliver the greatest vehicle designs. Radiators, air conditioner condensers, and so forth are air-cooled heat exchangers that have a considerable influence not only on product weight, but also on the development of front-end modules, which has a profound effect on the aerodynamic performance of a car. In order to achieve the greatest possible design balance in terms of performance, size or shape, and weight, improved procedures are required for given challenges. An intake tank, an exit tank, and a core are the three sections of an automotive radiator. Two sets of passageways, tubes, and fins make up the core. The radiator core is commonly made out of a flat metal tube with zigzag aluminium fins connecting it. In engine cooling systems, two types of operating fluid are used: air and coolant. The coolant's purpose is to circulate and absorb heat throughout the engine block. Then, into the radiator tank, hot coolant is been injected. Coolant fluid enters the radiator core through the tubes. When the fluid returns to the counter tank, the majority of the heat is transmitted to the radiator tube, which then distributes the heat to the fins across each row of tubes. Heat is transmitted from the coolant fluid to the air as it passes through the radiator. The role of air is to collect heat from the fluid and returns to the radiator at lower temperature than it was when it first arrived. CFD analysis has been utilised to solve a range of thermodynamic and heat transfer problems, including evaluating heat exchanger performance. Computational Fluid Dynamics (CFD), in addition to analytical and experimental methods, has become an important tool for solving and analysing fluid dynamics and heat transfer as a result of breakthroughs in engineering capabilities and computational information technology over the last two decades. Because of its use in the design process, CFD applications in industries including automotive and aerospace have increased in recent years. Commercial CFD software packages like as Autodesk CFD, Simscale, and Ansys Fluent have arisen as the industry's usage of CFD has grown. The effect of varying the length of the inlet and outflows on the pressure drop and the distribution of the maximum flow velocity were combined using a two-dimensional model of the water tank and radiator pipes, with the Golden Section used to find the optimal exit location for a given one, that is the height of the entryway, according to Laila Guessous and Sridhar Maddipatla [1]. According to R. Paul Linga Prakash, M. Selvam, A. Alagu Sundara Pandian, S. Palani, K. A. Harish [2], The Nozzle effect provides additional cooling to the engine by reducing
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2873 pressure, increasing speed, and lowering the temperature, which is directly proportional to the pressure, depending on the combined gas law. As a consequence, the radiator and engine's cooling efficiency is enhanced, and the engine's life is extended. The suggested radiator's efficiency increased by 5.37 percent. Automotive radiators are constructed with automotive engines in mind, and mass flow rates along the tubes are calculated using CFD analysis. To obtain greater uniformity in flow rates across the tubes, the single pass radiator design is revised by lowering the tube size and reconstructed to a three-pass radiator. Thermal analysis is carried out to validate that the three-pass radiator improves flow rates over the basic radiator. The analysis is done in ANSYS FLUENT software. The objectives of this research were: 1. Changing tube size to maintain flow uniformity. 2. To Find Mass flow rate through each tube. 3. To Find Total heat transfer. 4. To Report coolant temperature at outlet. 5. To analyze mass flow distribution in tube. 6. To reduce tube corrosion and contamination. 7. To Extend the Life of the Radiator. 2. Methodology 2.1. Procedure 1. Problem Definition: To improve flow uniformity in radiator by converting single pass type radiator into three-pass type by reducing tube size. 2. Geometry Preparation: Prepared geometry of a Radiator in Catia V5 software. 3. Geometry Cleanup: Geometry cleanup, water tight geometry is prepared for meshing. 4. Meshing: Meshing with proper naming for inlet, outlet and wall is carried out with polyhedral elements, quality is less than 0.85 volumetric skewness. 5. Model setup and Analysis is done in fluent solver. 6. CFD Post is used for Results and post processing. 7. Initially results are calculated for single pass, later same method is applied for three-pass. 8. Results for both the radiator models are compared. 2.2. Flow Uniformity A radiator's performance and service life may be assessed using a variety of approaches. Initially, CATIA software was utilised to create a base radiator. Performance is measured using the flow non-uniformity coefficient, which is calculated with the purpose of enhancing pipe flow uniformity. Flow non-uniformity coefficient: To avoid contamination and pipe corrosion caused by underflow, each radiator pipe should have the same mass flow rate as the rest of the radiator pipes. ̇ = ̇ where K is the total number of pipes or tubes and ̇ is the total mass flow through the radiator. The pipe mass flow rate fraction is used to calculate the departure of a single radiator pipe from this ideal behavior. ̇ ̇ k=1,...,K The mass flow rate through the pipe with the number k is denoted by ̇ The ideal value for is 1/K. However, using a single objective function to determine how evenly the heat exchanger flow is shared over several pipes would be more convenient. This coefficient is the modulus of the divergence of each tube's mass flow rate from its ideal mass flow rate, normalised to the tube's ideal mass flow rate, and represented as follows: √∑ ( ̇ ̇ ) ̇ should be exactly equal to zero for an optimal flowrate distribution. If one or more tubes have zero flowrate, should be more than one (>1). As a result, a value as near to zero as possible is preferred. The optimization strategy is depicted in figure 1.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2874 Figure 1. Optimization strategy 3. Design and Analysis of Radiator 3.1. Design Considerations 1. CATIA V5 R21 software was used to design the radiator models. 2. Radiator models is made up of aluminum consists of two rows, each with 42 tubes. 3. Radiator models are designed with a crossflow design. 4. Ansys Fluent software is used to do the Flowrate and Thermal analysis for CFD study. 5. Two types of radiators are designed as shown in Table I. 6. Dimensions of Radiator are shown in Table II. Table I. Radiator types under consideration Table II. Dimensions of Radiator Figure 2. Geometry of Single Pass Radiator 3.2. Meshing Meshes can also be categorized according to the size and type of elements they include. Meshing is classified based on connectivity and based on elements. Elements-based classification consists of Mesh shapes that can be 2- dimensional (2D) or 3-dimensional (3D) depending on the type of analysis and the requirements of the solution. Triangles and rectangles are typical features of 2D. All the mesh nodes in the 2D mesh lay in the same plane. The 2D mesh node is usually on an XY plane, but may be on another Cartesian or user-defined plane. Quadrilaterals and triangles are the most common 2D mesh elements. Nodes in a 3D mesh are not required to lie on a single plane. Hexahedra, tetrahedral, square pyramids and extruded triangles are the most common 3D mesh elements. Polyhedral elements, which can be constrained by any number and type of faces, are also supported by several modern solvers. Even though all 3D elements are defined by 2D elements, 3D meshes have clearly exposed 2D elements at their edges. Figure 3. Meshing of Radiator S. No Geometry 1 Single Pass Radiator 2 Three Pass Radiator Parameters (mm) Inlet diameter 31.75 Outlet diameter 44.45 Length of tube 712 Width of tube 25.4 Tube height 1.8
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2875 Figure 4. Mesh Information for Single pass Radiator Figure 5. Mesh Information for three pass Radiator 3.3. Flow Rate Analysis 3.3.1. Boundary Conditions:  Velocity inlet: 0.153741 m/s The rate is estimated using a 0.12 LPM volume flow rate inside the radiator.  Pressure at outlet = 0pa  Walls: There is no risk of slipping.  Every surface is a wall at this point. Figure 6. CFD Model of Single Pass Radiator Figure 7. CFD Model of Three Pass Radiator 3.3.2. Velocity contours: Figure 8. Velocity contour of a single pass Radiator Inlet Outlet Inlet Outlet
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2876 Figure 9. Velocity contour of a three pass Radiator The velocity contour is performed to verify the change in velocity across the tubes and we can observe that there is an improvement in velocity of flow from the above contours (Figure 8 and Figure 9) 3.3.3. Pressure contours: Figure 10. Pressure contour of a single pass Radiator Figure 11. Pressure contour of a three pass Radiator Pressure contours are generated to verify the improvements in pressure drop and that can be observed from the above contours generated (Figure 10 and Figure 11). 3.3.4. Streamlines: Figure 12. The Streamlines of a single pass Radiator Figure 13. The Streamlines of a three pass Radiator Streamlines are generated to verify flow uniformity and from the above contours (Figure 12 and Figure 13), we can observe the improvement in uniform flowrate.
  • 6. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2877 3.4. Thermal Analysis 3.4.1. Boundary Conditions Table III. Boundary conditions 3.4.2. Material Properties Table IV. Materials and their Properties 3.4.3. Temperature contours on wall of radiator Figure 14. Temperature contour of a single pass radiator Figure 15. Temperature contour of a three pass radiator Outlet temperature for three pass model is less compared to single pass that can be observed from above contours (Figure 14 and Figure 15). Figure 16. The Graph shows the temperature drop between single pass type radiator and three pass type radiator Figure 17. The Graph shows the Heat Rejection Rate between single pass type radiator and three pass type radiator. Properties for Oil-Sand erosion Mass flow rate at inlet 0.119784 Kg/sec Temperature at inlet 110 OC Pressure at outlet 0 Pa Heat Flux at tube surface 30 Watt/m2 Material Name Density (Kg/m3) Thermal Conductivity (w/m-k) Specific Heat (J/Kg- K) Viscosity (Kg/m- sec) Aluminium 2719 202.4 871 - Water 998.2 0.6 4182 0.001003
  • 7. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2878 4. Calculations 4.1. Flow Non-Uniformity Coefficient Calculation 4.1.1. For Single pass Radiator The mass flow rates obtained for Base Radiator is ̇ = 0.086 √∑ ( ̇ ̇ ) ̇ ∑ ( ̇ ̇ ) = 9.15E-05 √∑ ( ̇ ̇ ) = 0.010 = 0.112 4.1.2. For Three-pass Radiator The mass flow rates obtained for Base Radiator is ̇ = 0.257 √∑ ( ̇ ̇ ) ̇ ∑ ( ̇ ̇ ) = 1.49E-04 √∑ ( ̇ ̇ ) = 0.012 = 0.048 4.2. Theoretical Calculation of Total Heat Transfer Rate 4.2.1. For Single Pass Radiator Where, is Total Heat Transfer Rate is Specific Heat, for water is Change in temperatures of inlet and outlet Where, is Total Heat Transfer Rate is Specific Heat, for water is Change in temperatures of inlet and outlet 4.3. Observations from Thermal Analysis Table V. Outlet coolant temperatures and Heat Rejection rate obtained from thermal analysis 5. Results 1. Flow Non-Uniformity coefficient has reduced by 0.064. 2. In both Single pass and three pass models’ coolant inlet temperature is same i.e., 110 OC. 3. Outlet temperature of coolant is 89 OC for single pass and 80 OC for three pass radiator model. 4. Theoretical calculation of Total Heat Transfer Rate in single pass radiator is 10532.24 watt and Total Heat Transfer Rate in three pass radiator is 15046.06 watt. 5. Thermal Analysis observations of Total Heat Rejected in single pass radiator is 10473.52 watt and Total Heat rejected in three pass radiator is 14929.63 watt. Type of Radiator Inlet coolant temperature (OC) Outlet coolant temperature (OC) Heat Rejection (watt) Single-Pass Radiator 110 89 10473.52 Three-Pass Radiator 110 80 14929.632 4.2.2. For Three Pass Radiator
  • 8. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 09 Issue: 04 | Apr 2022 www.irjet.net p-ISSN: 2395-0072 © 2022, IRJET | Impact Factor value: 7.529 | ISO 9001:2008 Certified Journal | Page 2879 6. Conclusions According to the findings in flow rate analysis, the value of three pass radiator is reduced by 57% when compared to the single pass radiator. The drop in value shows the increase in flow uniformity along the tubes in three pass radiator. As a result, the flow homogeneity of three pass radiator is improved which increases the life time of radiator and prevents tube corrosion and contamination. Thermal analysis results a temperature drop of 21OC for single pass Radiator and 30OC for three pass Radiator. A difference in temperature drop of 9 OC is observed for three-pass radiator compared to single pass radiator. The total heat transfer rate is increased by 42% in three pass radiator compared to single pass radiator. As three pass model has more heat rejection rate and obtained less coolant temperature at outlet, we can conclude that three pass radiator is better and preferable than single pass radiator. 7. Future Scope The next part of this research will likely focus on fins with various shapes. Fins plays an important role in improving heat transfer rate. Using fins with different geometries in three-pass radiator would improve efficiency of radiator. 8. References [1] Improving Radiator Design with Shape Optimization, Proceedings of the IMECE2002 ASME International Mechanical Engineering Congress and Exhibition, New Orleans, Louisiana, 17-22 November 2002. IMECE2002- 33888 [2] IC Engine Cooling System Radiator Design and Modification to Improve Efficiency and Lifespan, KA Harish, R. Paul Linga Prakash, M. Selvam, A. Alagu Sundara [3] Using nanofluids to improve the performance of car radiators, M. El Haj Assad, Ahmed Amine Hachicha, Evangelos Bellos, et. al, Renewable and Sustainable Energy Reviews 112 (2019) 183–194, Elsevier Ltd. Zafar Said, M. El [4] Using Multi-Walled Carbon Nano Tubes to Improve Heat Transfer Coefficient in an Automobile Radiator (MWCNTS), Manikantan Kota, et. alASME 2014 International Mechanical Engineering Congress [5] Parametric radiator research in automobiles, Applied Thermal Engineering 27 (2007) 2033-2043, Elsevier Ltd, C. Oliet, A. Oliva, J. Castro, C.D. Perez-Segarra [6] Raju Jadar, K.S. Shashishekar, S. R. Manohara, Nanotechnology Integrated Automobile Radiator, Proceedings 4 (2017) 12080–12084, 2214–7853, 2017 Elsevier Ltd