SlideShare a Scribd company logo
1 of 5
Download to read offline
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 209
HEAT TRANSFER ANALYSIS ON LAPTOP COOLING SYSTEM BEFORE AND
AFTER INTRODUCING A COOLER AT EXHAUST
Prathamesh Kulkarni1, Faizan Sutar2, Pranav Khade3, Pratikraj Kakade4
1,2,3,4 Students, Department of Mechanical Engineering, Kolhapur Institute of Technology’s College of Engineering,
Kolhapur, Maharashtra, India.
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - This project uses CATIA and SolidWorks tools to
do a thermal analysis and cooling system optimisation of a
laptop microprocessor. The aim of the study is to evaluate the
ability of the heat pipe, heat sink, and VGA fan to dissipate
heat under various operating conditions. Thelaptop'scomplex
solid model was created using the CATIA software, whereas
the SolidWorks software was put to use for the thermal
analysis. The results show that the cooling system can
effectively dissipate heat produced by the microprocessor, and
that the thermal performance is affected by elements like
airflow rate and thermal conductivity of the materials used in
the heat sink. After the result of these studies, a new cooler is
developed and fitted to the previous system in order to further
improve thermal efficiency, or the capacity to dissipate heat.
This minute change has a significant impact on the laptop's
ability to dissipate heat. This research will be helpful in the
design and development of new cooling systems for electronic
devices which are similar to laptops.
Key Words: Cooling, Cooling System, Thermal Analysis,
Simulation, Heat Dissipation.
1. INTRODUCTION
Overheating is a major problem with laptop operation
because it can negatively impact stability and performance,
possibly resulting in hardware failure and system crashes.
The aim of this research was to examine the thermal
behaviour of a laptop computer and evaluate how well the
suggested cooling technique succeeded in preventing
overheating issues. In thisproject,wethermallyanalysedthe
HP Pavilion i5 11 Generation laptop. whereweconcentrated
on researching the cooling system's capacity to dissipate
heat under diverse operating conditions.Toaccomplishthis,
we created a solid model of the laptop usingCATIAsoftware,
and then conducted the thermal analysis using SolidWork
software. Although the i5 11GenerationIntel Coreprocessor
is extremely efficient, it produces a lot of heat. In order to
avoid thermal throttling, which may decrease efficiency and
affect the processor, this heat must be adequately drained.
Therefore, an effective cooling system should be built in
place to maximise thermal efficiency.Toreducetheheatthat
the CPU produces Heat pipe, heat sink, and VGA fan were
already included in the model, but we added a new cooler to
the design to maximise heat dissipation.
1.1 Relevance
Since it addresses the crucial problem of thermal
management in laptops, the thermal analysis of a laptop
cooling system is a very relevant andimportanttask.Laptops
frequently struggle to adequately dissipate heat because of
the growing need for high-performing computing and thin
designs.Throughresearchandperformanceoptimisation,the
cooling system's efficiency will be improved, resulting in
better thermal control and overall laptop reliability.
This project will help to our understanding of laptop thermal
behaviour by doing a thermal analysis under various
operating conditions and workload situations. It will involve
analysing heat dissipation systems including VGA fans, heat
sinks, and heat pipes and exploring potential design
modifications or improvements.Theproject'sfindingscanbe
used to design laptop cooling systems thatare moreeffective
and reliable, improving user experience,extendinghardware
lifespan, and minimising the possibility of thermal failures.
The primary objectives of this project is to improve user
experience, reliability, energy efficiency, and environmental
impact while also enhancinglaptopperformance.Theproject
aims to resolve these problems and contribute to the
development of more effective, reliable,andenvironmentally
friendly laptop cooling systems by addressing thermal
management concerns.
2. LITERATURE SURVEY
In paper titled “CFD Thermal Analysis on Laptop Cooling
System Using Loop Heat Pipe Technology”, Mr. Ravikiran
Chinthalapudi showsthatScienceandtechnologyhavebegun
a new era in the history of humanity.Asaresultoftechnology
progress, electronic deviceshavebecomesmaller,lighterand
faster, especially laptops. Laptops are subjected to a lot of
heat for high process units, which cause high spots on the
processing unit. Because the current cooling system is weak
forheat dissipation in warm locations, the trendy MLHPheat
pipe technology is upgraded for better cooling. Compared
with current active cooling technologies, this novel passive
cooling solution also provides various benefits such noise-
free operation, lower energy usage and increased reliability.
This article offers a visual depiction of a new laptop cooling
solutionandevaluatesFluent'sapproachforthevictimization
of fluid dynamics. This test has varying thermal reductions,
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 210
30W, 32W, 43W under various operating situations, such as
regular laptop usage, normalusage, while batterychargeand
100% mainframe load are heavily charged. Heat dissipation
and dispersion under different operating situations were
explored. Claves: Laptop, LOOP, CFD
Mr. Syamsuri, etal. explained in the paper “Laptop cooling
numerical simulation using Computational Fluid Dynamics”
that laptop’s cooling solution is very important. In some
cases, due to poor cooling an over heat on the mother board,
main chip, and other components occurs, so that the laptop
is quickly broken. Therefore, it is necessary to know the
temperature distribution so that over heat can beovercome.
One of the methods to determine the temperature
distribution in this final project is a flow simulation, using
CFD (Computational Fluid Dynamics), 3D method with the
variation if different air flow velocity, i.e., 5 m/s, 10 m/s,and
15 m/s. The higher the air flow rate, the higher the cooling
occurs. From the temperature contours it is shown that the
hot temperature is built up on the back of the heat sink. The
results of the validation of this study and previous studies
obtained an error that occurred was around 4%.
Mr. N.H. Ranchagoda studied in the paper “Implementation
of an External Intelligent Cooling System for Laptops using
TECS” Laptop coolers are external devices, which are
ancillaries to the existing cooling mechanism of laptops, in
order to reduce their internal temperature.Availablecoolers
do not provide efficient cooling in high ambient
temperatures. This paper presents theimplementationof an
intelligent laptop cooler, which can vary its performance
according to the laptop temperature and ambient
temperature, and actively cool the air flow by using
thermoelectric coolers (TECs). In this work, a dynamic air
flow is intelligently cooled by the device and theprocesswill
be controlled, based on the feedback provided by a
temperature sensor placed at exhaust vent of laptop.
Further, the device is designed to reduce dust content in the
air flow which passes through the laptop, ultimately an
effective cooling is provided to the laptop through this
device while increasing the lifetime of the laptop.
Mr. Channamallikarjun explained in the paper entitled
“Thermal analysis of CPU with variable baseplate heat sink
using CFD” that the computational fluid dynamics is
concentrated on the forced air cooling of the CPU using a
heat sink. This paper utilizes CFD to identify a cooling
solution for a desktop computer, which uses an 80 W CPU
maximum whereas this number will be increased in the
range of 70-120W in the forthcoming desktop computer
systems. This paper considers the optimal plate finheatsink
design and cylindrical fin heat sink design with variable
copper base plate and the control ofCPUheatsink processes.
To have a better heat dispersion performance, a
computational fluid dynamic is utilized to search for an
optimal set of plate-fin. Base plate thickness, fin thickness,
fin profile and fin material parameters are to be handled
together due to the frequently encountered space
limitations. The different heat sink designs are analysed by
using commercial CFD software packages ANSYS design
modeler for modelling and ANSYS meshing for CFD meshing
and finally ANSYS fluent is used for CFD solver. The well
converged; resultsarecomparedwiththe experimental data.
Especially, replacing aluminium with copper as base plate
material improved the performance. This study will benefit
the design engineers involved in electronic cooling and also
help to reduce the significant increases in the sound power
emitted by the CPU.
3. Problem Definition
Thermal throttling, a featurethatslowsdowntheprocessor's
speed to prevent overheating, is usually triggered in laptops
when there is an excessive buildup of heat. This has a
negative impact on performance and compromises the user
experience, especially when performing complex activities
like gaming, editing videos, or using resource-intensive
software. The reliabilityand durabilityoflaptopcomponents
can be significantly impacted by continuousexposuretohigh
temperatures. The ageing process can be accelerated by
overheating, which also raises the danger of thermal failures
and necessitatescostlyrepairsorearlyreplacementofcrucial
hardware parts like the CPU or GPU.
Insufficient cooling can make laptops feel warm to the touch
and radiate heat into the user's lap or through the keyboard,
making them uncomfortable to use for a longer period of
time. In addition, when cooling systems have trouble
adequately dissipating heat, fans may need to run at higher
speeds, which results in excessive noise that canbeannoying
and intrusive.
4. Preprocessing
4.1. 3D Model Creation
Fig -1: Actual Model
Using the CATIA V5 software, a thorough 3D model of the HP
laptop was created. This model was detailed and included all
necessary parts, including the chassis, heat sinks, fans, and
vents. This 3D model is exported from CATIA V5 to
Solidworks software for thermal analysis.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 211
Fig -2: 3D Model
4.2 Mesh Generation
Using the SolidWorks Simulation meshing tools, the mesh
generation settingsaredefined.Themodelwasthenanalysed
by software, which then generated the mesh depending on
the given parameters.
Studied the created mesh foraccuracy and quality. The mesh
visualisation tools in SolidWorks are used to study element
distortion, evaluateelement quality, and evaluate themesh's
overall appropriateness for thermal analysis. Some required
modifications are then made to the mesh controls or
geometry to enhance the mesh quality.
Table -1: Cell counts
4.3 Boundary Conditions
In thermal analysis, boundary conditions are significant
because they define the thermal interactions between the
system being studied and its surroundings. To precisely
simulateheat transfer and temperaturedistribution,youcan
create a variety of boundary conditions in SolidWorks for
thermal analysis.
The appropriateboundary conditions for theCFDsimulation
are defined here. This involves describing any other relevant
boundary conditions, such as heat sources inside the laptop,
as well as the intake and output conditions, including
temperature, velocity, and pressure.
Table -2: Boundary Condition
4.4 Cooler Design
Based on the analysis results, identified areas of
improvement in the laptop cooling system. Developed a new
cooler design, considering factors such as size, shape, fin
arrangement, fan specifications, and material selection.
Utilized CATIA V5 software to create a detailed 3D model of
the new cooler design.
• Three fans installed inside the casing of specifications.
• 9232-12M
• Path: Fans Pre-DefinedAxialJMC Products
• Fan Type: Axial
• Rotor speed: 314.159 rad/s
• Outer diameter: 0.092 m
• Hub diameter: 0.051 m
• Direction of rotation: Counter – clockwise
Fig -3: Design of Cooler
4.5 Simulation, Analysis and Visualization
Based on the specified parameters and boundary conditions,
SolidWorks solves the governing equations of heat transport
Thermodynamic
parameters
Static Pressure: 1.01 bar
Temperature: 20.05 °C
Velocity parameters
Velocity vector
Velocity in X direction: 0 m/s
Velocity in Y direction: 0 m/s
Velocity in Z direction: 0 m/s
Solid parameters
Default material: Aluminum 6061
Initial solid temperature: 20.05 °C
Turbulence parameters
Turbulence intensity and length
Intensity: 2.00 %
Length: 2.300e-04 m
Total Cell count: 333263
Fluid Cells: 186969
Solid Cells: 146294
Partial Cells: 91558
Trimmed Cells: 30
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 212
during the analysis run using numerical methods. The
temperature distribution and other thermal parameters
insidethe model arecalculatedandupdatediterativelybythe
softwareuntilconvergenceisattained.Convergenceindicates
that the problem has stabilised and that additional iterations
have little to no impact on the outcome.
SolidWorks gives usersaccess totheresultsaftertheanalysis
run is finished sotheymayfurtheranalyseandvisualisethem
to learn more about the thermal behaviour of the design.
Then, in order to assess the performance and come to wise
design judgements, we looked at temperature distributions,
heat fluxes, thermal gradients, and other relevant
characteristics.
5. Results
5.1 Before Applying Cooler
Fig -4: Fluid flow before applying cooler
The above fig. shows the temperature of fluid flow in the
laptop. We can observe that the temperatureoftheairbefore
passing through the fins is near 20 degrees but after passing
through the fins it becomes around 40-60 degrees Celsius.
This means that around 10-15 degrees Celsius of heat is
getting dissipated through the fin due to the air flow.
The above fig. shows the temperaturesofdifferentsectionsof
the laptop. We can observe that after a certain time, the
temperature of the processor chip remains constant at 87
degrees Celsius. The temperatureof the air is increased from
20 degrees Celsius to 30 degrees Celsius which means 10
degrees of heat is getting dissipated due to air.
5.2 After Applying Cooler
The figure shows the temperatureof fluid flowafterapplying
the cooler. We can observe that heat is getting dissipateddue
to the extra flow rate provided by the cooler.
Fig -6: Fluid flow after applying cooler
Fig -7: Results after applying cooler
The above figure shows different temperatures at different
sections after the application of the cooler. We can observe
that the temperature of the processor chip got reduced from
89 degrees Celsius to 69 degree Celsius, Reducing the
temperature of about 20 degrees.
6. Conclusion
Improvements in temperature control and heat dissipation
have resulted from an analysis of the cooling system and the
creation of a new cooler for the HP laptop. The laptop's
temperature was lowered by 10 degrees by the existing
cooling system's optimisation prior to the application of the
Fig -5: Results before applying cooler
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 213
new cooler. However, a further temperature drop of 20
degrees was achieved once the new cooler was installed.
The results clearly show how the new cooler design
improved the laptop's coolingcapabilities.Innovativedesign
elements of the cooler, such as its size, shape, fin
configuration, fan specs, and material choice,haveimproved
airflow and boosted heat dissipation. The cooler has
significantly reduced the risk of overheating by effectively
spreading heat, whichhasimprovedtheoverall performance
of the laptop and increased the lifespan of its components.
REFERENCES
[1] “CFD Thermal Analysis on Laptop Cooling System Using
Loop Heat Pipe Technology”, Ravikiran Chinthalapudi1,
a), Chandra Mohana Reddy Gangireddygari 1, b)Bathini
Sidda Reddy2, c), Bridjesh Pappuula1, d) and Chintala
Murali Krishna1, e) 1Department of Mechanical
Engineering, MLR Institute of Technology, Hyderabad,
India 2Department of Mechanical Engineering, RGM
College of Engineering and Technology, Nandyala, AP,
India.
[2] “Laptop cooling numerical simulation using
Computational Fluid Dynamics” Syamsuri1, *, Z.A.
Fairuz2, K.D.T. Alfonsus3 Department of Mechanical
Engineering, Institute Technology Adhi Tama Surabaya.
[3] “Implementation of an External Intelligent Cooling
system for LaptopsusingTECs”,N.H.Ranchagoda1,M.N.
Akram2, c.P. K. Vithange3, N.D. Jayasundere4,
Department of Electrical and Information Engineering,
University of Ruhuna, Hapugala, Galle, Shri Lanka.
[4] “Thermal analysis of CPU with variable baseplate heat
sink using CFD”, Channamallikarjun, Department of
Mechanical Engineering, BKIT-Bhalki-585328
BIOGRAPHIES
Mr. Prathamesh R. Kulkarni
Bachelor of Technology in
Mechanical Engineering from
Kolhapur Institute of Technology’s
College of Engineering.
Mr. Faizan F. Sutar
Bachelor of Technology in
Mechanical Engineering from
Kolhapur Institute of Technology’s
College of Engineering.
Mr. Pranav Khade
Bachelor of Technology in
Mechanical Engineering from
Kolhapur Institute of Technology’s
College of Engineering.
Mr. Pratikraj Kakade
Bachelor of Technology in
Mechanical Engineering from
Kolhapur Institute of Technology’s
College of Engineering.

More Related Content

Similar to HEAT TRANSFER ANALYSIS ON LAPTOP COOLING SYSTEM BEFORE AND AFTER INTRODUCING A COOLER AT EXHAUST

Experimental analysis of liquid cooling system for desktop computers
Experimental analysis of liquid cooling system for desktop computersExperimental analysis of liquid cooling system for desktop computers
Experimental analysis of liquid cooling system for desktop computersIAEME Publication
 
Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...
Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...
Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...ijtsrd
 
IRJET-V9I12214.Comparative Computational analysis of performance parameters f...
IRJET-V9I12214.Comparative Computational analysis of performance parameters f...IRJET-V9I12214.Comparative Computational analysis of performance parameters f...
IRJET-V9I12214.Comparative Computational analysis of performance parameters f...IRJET Journal
 
Cfd thermal analysis on laptop cooling system using loop heat pipe technology
Cfd thermal analysis on laptop cooling system using loop heat pipe technologyCfd thermal analysis on laptop cooling system using loop heat pipe technology
Cfd thermal analysis on laptop cooling system using loop heat pipe technologyeSAT Publishing House
 
THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...
THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...
THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...IAEME Publication
 
Thermal aware task assignment for multicore processors using genetic algorithm
Thermal aware task assignment for multicore processors using genetic algorithm Thermal aware task assignment for multicore processors using genetic algorithm
Thermal aware task assignment for multicore processors using genetic algorithm IJECEIAES
 
Thermal analysis of cpu with variable baseplate heat sink using cfd
Thermal analysis of cpu with variable baseplate heat sink using cfdThermal analysis of cpu with variable baseplate heat sink using cfd
Thermal analysis of cpu with variable baseplate heat sink using cfdeSAT Publishing House
 
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
 
Design and optimization of cost-effective coldproof portable enclosures for p...
Design and optimization of cost-effective coldproof portable enclosures for p...Design and optimization of cost-effective coldproof portable enclosures for p...
Design and optimization of cost-effective coldproof portable enclosures for p...IJECEIAES
 
Actual Time Online Thermal Mapping Of significant Components In Data Hub
Actual Time Online Thermal Mapping Of significant Components In Data Hub Actual Time Online Thermal Mapping Of significant Components In Data Hub
Actual Time Online Thermal Mapping Of significant Components In Data Hub IRJET Journal
 
THERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLING
THERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLINGTHERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLING
THERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLINGIAEME Publication
 
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLERAN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLERPranavNavathe
 
IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...
IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...
IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...IRJET Journal
 
IRJET- Thermal Analysis and Management for an Autonomous Underwater Vehicle
IRJET- Thermal Analysis and Management for an Autonomous Underwater VehicleIRJET- Thermal Analysis and Management for an Autonomous Underwater Vehicle
IRJET- Thermal Analysis and Management for an Autonomous Underwater VehicleIRJET Journal
 
Heat Transfer Enhancement of Plate Fin Heat Sinks – A Review
Heat Transfer Enhancement of Plate Fin Heat Sinks – A ReviewHeat Transfer Enhancement of Plate Fin Heat Sinks – A Review
Heat Transfer Enhancement of Plate Fin Heat Sinks – A Reviewijtsrd
 
Multi-objective Pareto front and particle swarm optimization algorithms for p...
Multi-objective Pareto front and particle swarm optimization algorithms for p...Multi-objective Pareto front and particle swarm optimization algorithms for p...
Multi-objective Pareto front and particle swarm optimization algorithms for p...IJECEIAES
 

Similar to HEAT TRANSFER ANALYSIS ON LAPTOP COOLING SYSTEM BEFORE AND AFTER INTRODUCING A COOLER AT EXHAUST (20)

Experimental analysis of liquid cooling system for desktop computers
Experimental analysis of liquid cooling system for desktop computersExperimental analysis of liquid cooling system for desktop computers
Experimental analysis of liquid cooling system for desktop computers
 
Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...
Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...
Heat Transfer Characteristics of a Plate Fin Heat Sink with Pin Fins of Vario...
 
Final paper
Final paperFinal paper
Final paper
 
IRJET-V9I12214.Comparative Computational analysis of performance parameters f...
IRJET-V9I12214.Comparative Computational analysis of performance parameters f...IRJET-V9I12214.Comparative Computational analysis of performance parameters f...
IRJET-V9I12214.Comparative Computational analysis of performance parameters f...
 
Cfd thermal analysis on laptop cooling system using loop heat pipe technology
Cfd thermal analysis on laptop cooling system using loop heat pipe technologyCfd thermal analysis on laptop cooling system using loop heat pipe technology
Cfd thermal analysis on laptop cooling system using loop heat pipe technology
 
Ghasem zolfaghari fyp
Ghasem zolfaghari fypGhasem zolfaghari fyp
Ghasem zolfaghari fyp
 
THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...
THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...
THERMAL ANALYSIS OF AIR FLOW IN A CPU CABINET WITH MOTHERBOARD AND HARD DISK ...
 
Thermal aware task assignment for multicore processors using genetic algorithm
Thermal aware task assignment for multicore processors using genetic algorithm Thermal aware task assignment for multicore processors using genetic algorithm
Thermal aware task assignment for multicore processors using genetic algorithm
 
Thermal analysis of cpu with variable baseplate heat sink using cfd
Thermal analysis of cpu with variable baseplate heat sink using cfdThermal analysis of cpu with variable baseplate heat sink using cfd
Thermal analysis of cpu with variable baseplate heat sink using cfd
 
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...
 
Design and optimization of cost-effective coldproof portable enclosures for p...
Design and optimization of cost-effective coldproof portable enclosures for p...Design and optimization of cost-effective coldproof portable enclosures for p...
Design and optimization of cost-effective coldproof portable enclosures for p...
 
Actual Time Online Thermal Mapping Of significant Components In Data Hub
Actual Time Online Thermal Mapping Of significant Components In Data Hub Actual Time Online Thermal Mapping Of significant Components In Data Hub
Actual Time Online Thermal Mapping Of significant Components In Data Hub
 
THERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLING
THERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLINGTHERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLING
THERMAL ANALYSIS OF A HEAT SINK FOR ELECTRONICS COOLING
 
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLERAN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
AN EXPERIMENTAL DESIGN & ANALYSIS OF PORTABLE USB POWERED THERMO ELECTRIC COOLER
 
Portfolio Po-Chun Kang
Portfolio Po-Chun KangPortfolio Po-Chun Kang
Portfolio Po-Chun Kang
 
IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...
IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...
IRJET- Geometrical Optimization of Fins for Effective Heat Transfer using CFD...
 
D1031923
D1031923D1031923
D1031923
 
IRJET- Thermal Analysis and Management for an Autonomous Underwater Vehicle
IRJET- Thermal Analysis and Management for an Autonomous Underwater VehicleIRJET- Thermal Analysis and Management for an Autonomous Underwater Vehicle
IRJET- Thermal Analysis and Management for an Autonomous Underwater Vehicle
 
Heat Transfer Enhancement of Plate Fin Heat Sinks – A Review
Heat Transfer Enhancement of Plate Fin Heat Sinks – A ReviewHeat Transfer Enhancement of Plate Fin Heat Sinks – A Review
Heat Transfer Enhancement of Plate Fin Heat Sinks – A Review
 
Multi-objective Pareto front and particle swarm optimization algorithms for p...
Multi-objective Pareto front and particle swarm optimization algorithms for p...Multi-objective Pareto front and particle swarm optimization algorithms for p...
Multi-objective Pareto front and particle swarm optimization algorithms for p...
 

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

CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
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
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024hassan khalil
 
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
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AIabhishek36461
 
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
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
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
 
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
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
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
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 

Recently uploaded (20)

CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
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
 
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
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024Architect Hassan Khalil Portfolio for 2024
Architect Hassan Khalil Portfolio for 2024
 
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
 
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
 
Past, Present and Future of Generative AI
Past, Present and Future of Generative AIPast, Present and Future of Generative AI
Past, Present and Future of Generative AI
 
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
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
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
 
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
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
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
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 

HEAT TRANSFER ANALYSIS ON LAPTOP COOLING SYSTEM BEFORE AND AFTER INTRODUCING A COOLER AT EXHAUST

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 209 HEAT TRANSFER ANALYSIS ON LAPTOP COOLING SYSTEM BEFORE AND AFTER INTRODUCING A COOLER AT EXHAUST Prathamesh Kulkarni1, Faizan Sutar2, Pranav Khade3, Pratikraj Kakade4 1,2,3,4 Students, Department of Mechanical Engineering, Kolhapur Institute of Technology’s College of Engineering, Kolhapur, Maharashtra, India. ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - This project uses CATIA and SolidWorks tools to do a thermal analysis and cooling system optimisation of a laptop microprocessor. The aim of the study is to evaluate the ability of the heat pipe, heat sink, and VGA fan to dissipate heat under various operating conditions. Thelaptop'scomplex solid model was created using the CATIA software, whereas the SolidWorks software was put to use for the thermal analysis. The results show that the cooling system can effectively dissipate heat produced by the microprocessor, and that the thermal performance is affected by elements like airflow rate and thermal conductivity of the materials used in the heat sink. After the result of these studies, a new cooler is developed and fitted to the previous system in order to further improve thermal efficiency, or the capacity to dissipate heat. This minute change has a significant impact on the laptop's ability to dissipate heat. This research will be helpful in the design and development of new cooling systems for electronic devices which are similar to laptops. Key Words: Cooling, Cooling System, Thermal Analysis, Simulation, Heat Dissipation. 1. INTRODUCTION Overheating is a major problem with laptop operation because it can negatively impact stability and performance, possibly resulting in hardware failure and system crashes. The aim of this research was to examine the thermal behaviour of a laptop computer and evaluate how well the suggested cooling technique succeeded in preventing overheating issues. In thisproject,wethermallyanalysedthe HP Pavilion i5 11 Generation laptop. whereweconcentrated on researching the cooling system's capacity to dissipate heat under diverse operating conditions.Toaccomplishthis, we created a solid model of the laptop usingCATIAsoftware, and then conducted the thermal analysis using SolidWork software. Although the i5 11GenerationIntel Coreprocessor is extremely efficient, it produces a lot of heat. In order to avoid thermal throttling, which may decrease efficiency and affect the processor, this heat must be adequately drained. Therefore, an effective cooling system should be built in place to maximise thermal efficiency.Toreducetheheatthat the CPU produces Heat pipe, heat sink, and VGA fan were already included in the model, but we added a new cooler to the design to maximise heat dissipation. 1.1 Relevance Since it addresses the crucial problem of thermal management in laptops, the thermal analysis of a laptop cooling system is a very relevant andimportanttask.Laptops frequently struggle to adequately dissipate heat because of the growing need for high-performing computing and thin designs.Throughresearchandperformanceoptimisation,the cooling system's efficiency will be improved, resulting in better thermal control and overall laptop reliability. This project will help to our understanding of laptop thermal behaviour by doing a thermal analysis under various operating conditions and workload situations. It will involve analysing heat dissipation systems including VGA fans, heat sinks, and heat pipes and exploring potential design modifications or improvements.Theproject'sfindingscanbe used to design laptop cooling systems thatare moreeffective and reliable, improving user experience,extendinghardware lifespan, and minimising the possibility of thermal failures. The primary objectives of this project is to improve user experience, reliability, energy efficiency, and environmental impact while also enhancinglaptopperformance.Theproject aims to resolve these problems and contribute to the development of more effective, reliable,andenvironmentally friendly laptop cooling systems by addressing thermal management concerns. 2. LITERATURE SURVEY In paper titled “CFD Thermal Analysis on Laptop Cooling System Using Loop Heat Pipe Technology”, Mr. Ravikiran Chinthalapudi showsthatScienceandtechnologyhavebegun a new era in the history of humanity.Asaresultoftechnology progress, electronic deviceshavebecomesmaller,lighterand faster, especially laptops. Laptops are subjected to a lot of heat for high process units, which cause high spots on the processing unit. Because the current cooling system is weak forheat dissipation in warm locations, the trendy MLHPheat pipe technology is upgraded for better cooling. Compared with current active cooling technologies, this novel passive cooling solution also provides various benefits such noise- free operation, lower energy usage and increased reliability. This article offers a visual depiction of a new laptop cooling solutionandevaluatesFluent'sapproachforthevictimization of fluid dynamics. This test has varying thermal reductions,
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 210 30W, 32W, 43W under various operating situations, such as regular laptop usage, normalusage, while batterychargeand 100% mainframe load are heavily charged. Heat dissipation and dispersion under different operating situations were explored. Claves: Laptop, LOOP, CFD Mr. Syamsuri, etal. explained in the paper “Laptop cooling numerical simulation using Computational Fluid Dynamics” that laptop’s cooling solution is very important. In some cases, due to poor cooling an over heat on the mother board, main chip, and other components occurs, so that the laptop is quickly broken. Therefore, it is necessary to know the temperature distribution so that over heat can beovercome. One of the methods to determine the temperature distribution in this final project is a flow simulation, using CFD (Computational Fluid Dynamics), 3D method with the variation if different air flow velocity, i.e., 5 m/s, 10 m/s,and 15 m/s. The higher the air flow rate, the higher the cooling occurs. From the temperature contours it is shown that the hot temperature is built up on the back of the heat sink. The results of the validation of this study and previous studies obtained an error that occurred was around 4%. Mr. N.H. Ranchagoda studied in the paper “Implementation of an External Intelligent Cooling System for Laptops using TECS” Laptop coolers are external devices, which are ancillaries to the existing cooling mechanism of laptops, in order to reduce their internal temperature.Availablecoolers do not provide efficient cooling in high ambient temperatures. This paper presents theimplementationof an intelligent laptop cooler, which can vary its performance according to the laptop temperature and ambient temperature, and actively cool the air flow by using thermoelectric coolers (TECs). In this work, a dynamic air flow is intelligently cooled by the device and theprocesswill be controlled, based on the feedback provided by a temperature sensor placed at exhaust vent of laptop. Further, the device is designed to reduce dust content in the air flow which passes through the laptop, ultimately an effective cooling is provided to the laptop through this device while increasing the lifetime of the laptop. Mr. Channamallikarjun explained in the paper entitled “Thermal analysis of CPU with variable baseplate heat sink using CFD” that the computational fluid dynamics is concentrated on the forced air cooling of the CPU using a heat sink. This paper utilizes CFD to identify a cooling solution for a desktop computer, which uses an 80 W CPU maximum whereas this number will be increased in the range of 70-120W in the forthcoming desktop computer systems. This paper considers the optimal plate finheatsink design and cylindrical fin heat sink design with variable copper base plate and the control ofCPUheatsink processes. To have a better heat dispersion performance, a computational fluid dynamic is utilized to search for an optimal set of plate-fin. Base plate thickness, fin thickness, fin profile and fin material parameters are to be handled together due to the frequently encountered space limitations. The different heat sink designs are analysed by using commercial CFD software packages ANSYS design modeler for modelling and ANSYS meshing for CFD meshing and finally ANSYS fluent is used for CFD solver. The well converged; resultsarecomparedwiththe experimental data. Especially, replacing aluminium with copper as base plate material improved the performance. This study will benefit the design engineers involved in electronic cooling and also help to reduce the significant increases in the sound power emitted by the CPU. 3. Problem Definition Thermal throttling, a featurethatslowsdowntheprocessor's speed to prevent overheating, is usually triggered in laptops when there is an excessive buildup of heat. This has a negative impact on performance and compromises the user experience, especially when performing complex activities like gaming, editing videos, or using resource-intensive software. The reliabilityand durabilityoflaptopcomponents can be significantly impacted by continuousexposuretohigh temperatures. The ageing process can be accelerated by overheating, which also raises the danger of thermal failures and necessitatescostlyrepairsorearlyreplacementofcrucial hardware parts like the CPU or GPU. Insufficient cooling can make laptops feel warm to the touch and radiate heat into the user's lap or through the keyboard, making them uncomfortable to use for a longer period of time. In addition, when cooling systems have trouble adequately dissipating heat, fans may need to run at higher speeds, which results in excessive noise that canbeannoying and intrusive. 4. Preprocessing 4.1. 3D Model Creation Fig -1: Actual Model Using the CATIA V5 software, a thorough 3D model of the HP laptop was created. This model was detailed and included all necessary parts, including the chassis, heat sinks, fans, and vents. This 3D model is exported from CATIA V5 to Solidworks software for thermal analysis.
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 211 Fig -2: 3D Model 4.2 Mesh Generation Using the SolidWorks Simulation meshing tools, the mesh generation settingsaredefined.Themodelwasthenanalysed by software, which then generated the mesh depending on the given parameters. Studied the created mesh foraccuracy and quality. The mesh visualisation tools in SolidWorks are used to study element distortion, evaluateelement quality, and evaluate themesh's overall appropriateness for thermal analysis. Some required modifications are then made to the mesh controls or geometry to enhance the mesh quality. Table -1: Cell counts 4.3 Boundary Conditions In thermal analysis, boundary conditions are significant because they define the thermal interactions between the system being studied and its surroundings. To precisely simulateheat transfer and temperaturedistribution,youcan create a variety of boundary conditions in SolidWorks for thermal analysis. The appropriateboundary conditions for theCFDsimulation are defined here. This involves describing any other relevant boundary conditions, such as heat sources inside the laptop, as well as the intake and output conditions, including temperature, velocity, and pressure. Table -2: Boundary Condition 4.4 Cooler Design Based on the analysis results, identified areas of improvement in the laptop cooling system. Developed a new cooler design, considering factors such as size, shape, fin arrangement, fan specifications, and material selection. Utilized CATIA V5 software to create a detailed 3D model of the new cooler design. • Three fans installed inside the casing of specifications. • 9232-12M • Path: Fans Pre-DefinedAxialJMC Products • Fan Type: Axial • Rotor speed: 314.159 rad/s • Outer diameter: 0.092 m • Hub diameter: 0.051 m • Direction of rotation: Counter – clockwise Fig -3: Design of Cooler 4.5 Simulation, Analysis and Visualization Based on the specified parameters and boundary conditions, SolidWorks solves the governing equations of heat transport Thermodynamic parameters Static Pressure: 1.01 bar Temperature: 20.05 °C Velocity parameters Velocity vector Velocity in X direction: 0 m/s Velocity in Y direction: 0 m/s Velocity in Z direction: 0 m/s Solid parameters Default material: Aluminum 6061 Initial solid temperature: 20.05 °C Turbulence parameters Turbulence intensity and length Intensity: 2.00 % Length: 2.300e-04 m Total Cell count: 333263 Fluid Cells: 186969 Solid Cells: 146294 Partial Cells: 91558 Trimmed Cells: 30
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 212 during the analysis run using numerical methods. The temperature distribution and other thermal parameters insidethe model arecalculatedandupdatediterativelybythe softwareuntilconvergenceisattained.Convergenceindicates that the problem has stabilised and that additional iterations have little to no impact on the outcome. SolidWorks gives usersaccess totheresultsaftertheanalysis run is finished sotheymayfurtheranalyseandvisualisethem to learn more about the thermal behaviour of the design. Then, in order to assess the performance and come to wise design judgements, we looked at temperature distributions, heat fluxes, thermal gradients, and other relevant characteristics. 5. Results 5.1 Before Applying Cooler Fig -4: Fluid flow before applying cooler The above fig. shows the temperature of fluid flow in the laptop. We can observe that the temperatureoftheairbefore passing through the fins is near 20 degrees but after passing through the fins it becomes around 40-60 degrees Celsius. This means that around 10-15 degrees Celsius of heat is getting dissipated through the fin due to the air flow. The above fig. shows the temperaturesofdifferentsectionsof the laptop. We can observe that after a certain time, the temperature of the processor chip remains constant at 87 degrees Celsius. The temperatureof the air is increased from 20 degrees Celsius to 30 degrees Celsius which means 10 degrees of heat is getting dissipated due to air. 5.2 After Applying Cooler The figure shows the temperatureof fluid flowafterapplying the cooler. We can observe that heat is getting dissipateddue to the extra flow rate provided by the cooler. Fig -6: Fluid flow after applying cooler Fig -7: Results after applying cooler The above figure shows different temperatures at different sections after the application of the cooler. We can observe that the temperature of the processor chip got reduced from 89 degrees Celsius to 69 degree Celsius, Reducing the temperature of about 20 degrees. 6. Conclusion Improvements in temperature control and heat dissipation have resulted from an analysis of the cooling system and the creation of a new cooler for the HP laptop. The laptop's temperature was lowered by 10 degrees by the existing cooling system's optimisation prior to the application of the Fig -5: Results before applying cooler
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 08 | Aug 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 213 new cooler. However, a further temperature drop of 20 degrees was achieved once the new cooler was installed. The results clearly show how the new cooler design improved the laptop's coolingcapabilities.Innovativedesign elements of the cooler, such as its size, shape, fin configuration, fan specs, and material choice,haveimproved airflow and boosted heat dissipation. The cooler has significantly reduced the risk of overheating by effectively spreading heat, whichhasimprovedtheoverall performance of the laptop and increased the lifespan of its components. REFERENCES [1] “CFD Thermal Analysis on Laptop Cooling System Using Loop Heat Pipe Technology”, Ravikiran Chinthalapudi1, a), Chandra Mohana Reddy Gangireddygari 1, b)Bathini Sidda Reddy2, c), Bridjesh Pappuula1, d) and Chintala Murali Krishna1, e) 1Department of Mechanical Engineering, MLR Institute of Technology, Hyderabad, India 2Department of Mechanical Engineering, RGM College of Engineering and Technology, Nandyala, AP, India. [2] “Laptop cooling numerical simulation using Computational Fluid Dynamics” Syamsuri1, *, Z.A. Fairuz2, K.D.T. Alfonsus3 Department of Mechanical Engineering, Institute Technology Adhi Tama Surabaya. [3] “Implementation of an External Intelligent Cooling system for LaptopsusingTECs”,N.H.Ranchagoda1,M.N. Akram2, c.P. K. Vithange3, N.D. Jayasundere4, Department of Electrical and Information Engineering, University of Ruhuna, Hapugala, Galle, Shri Lanka. [4] “Thermal analysis of CPU with variable baseplate heat sink using CFD”, Channamallikarjun, Department of Mechanical Engineering, BKIT-Bhalki-585328 BIOGRAPHIES Mr. Prathamesh R. Kulkarni Bachelor of Technology in Mechanical Engineering from Kolhapur Institute of Technology’s College of Engineering. Mr. Faizan F. Sutar Bachelor of Technology in Mechanical Engineering from Kolhapur Institute of Technology’s College of Engineering. Mr. Pranav Khade Bachelor of Technology in Mechanical Engineering from Kolhapur Institute of Technology’s College of Engineering. Mr. Pratikraj Kakade Bachelor of Technology in Mechanical Engineering from Kolhapur Institute of Technology’s College of Engineering.