SlideShare a Scribd company logo
1 of 8
Download to read offline
Aerodynamics analysis around
       a car by CFD



          Hayato Suzuki
Forecast

Recently, automobile industry started utilizing computer
simulations like CFD(Computational Fluid Dynamics) to
develop and design car body. Previously, it prepared actual car
body model, and it evaluated car body aerodynamic character
by running wind tunnel test. To prepare actual car body model
takes time and cost. Therefore, it tended to decrease wind
tunnel test and increase computer simulation. But, to re-enact
actual car running had difficulty in CFD, and it had some
problems like computational result accuracy.
Outline

I use an open source simulation software which name is
OpenFOAM. Here is how to simulate. First, I get the 3D data of
a car. I can not make whole car body 3D model on my own. So
I get it from web. Next, I decide a size of virtual wind tunnel
and position of car model in it. After that, I generate some grids
for calculation, it is called “mesh”. Next, I set boundary
condition like inlet of air flow. After that, I execute a
simulation. Finally, I display a result by visualize software
called “paraView” after finished simulation. It can display
stream line, cut by X or Y or Z axis, and so on.
Motivation and Problem Statement

Past CFD were a lot of simulations when a car running straight
line, and low simulations when it running corner. Therefore,
including cornering, I want to do simulations more real car
running, so I tried this research. Here, I aimed to more real
simulations to actual car running by comparing the flow of the
air when the car running straight line with when it running
corner by CFD.
Methods

First, creating a model data. Creating 3D or 2D model by CAD
data. This model will be simulation objective. Second, mesh
generation. CFD expresses calculational space in mesh. This
number of mesh is very important for accuracy. A lot of mesh
provide good accuracy, but it needs long calculation time. So I
must find good balance. Third, running calculation. My
laboratory has super computer. In CFD, calculation time is very
long. So I need high spec computer. Finally,
visualization. Calculation result is difficult for human eyes to
understand.
Results

Pressure around a car. High pressure is looked front of car.
Results

This is air stream line graphic.
Summary

This is low quality simulation. So I must do more high quality
simulation. Two graphics shows air flow around a car. But they
are not easy to understand. So I must fix graphics, too.

More Related Content

What's hot

SAE-1996-0679-Norbert-Gruen
SAE-1996-0679-Norbert-GruenSAE-1996-0679-Norbert-Gruen
SAE-1996-0679-Norbert-Gruen
Norbert Gruen
 

What's hot (20)

09 Parking Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGadhi)
09 Parking Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGadhi)09 Parking Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGadhi)
09 Parking Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGadhi)
 
Assessing the torsional stiffness of a simplified ladder frame chassis
Assessing the torsional stiffness of a simplified ladder frame chassisAssessing the torsional stiffness of a simplified ladder frame chassis
Assessing the torsional stiffness of a simplified ladder frame chassis
 
Computational fluid dynamics approach, conservation equations and
Computational fluid dynamics approach, conservation equations andComputational fluid dynamics approach, conservation equations and
Computational fluid dynamics approach, conservation equations and
 
12 Basic Principle Of Intersection Signalization (Traffic Engineering هندسة ا...
12 Basic Principle Of Intersection Signalization (Traffic Engineering هندسة ا...12 Basic Principle Of Intersection Signalization (Traffic Engineering هندسة ا...
12 Basic Principle Of Intersection Signalization (Traffic Engineering هندسة ا...
 
Double lane change maneuver (rigid vehicle model and non predictive driver mo...
Double lane change maneuver (rigid vehicle model and non predictive driver mo...Double lane change maneuver (rigid vehicle model and non predictive driver mo...
Double lane change maneuver (rigid vehicle model and non predictive driver mo...
 
2167-7670-5-134
2167-7670-5-1342167-7670-5-134
2167-7670-5-134
 
SAE-1996-0679-Norbert-Gruen
SAE-1996-0679-Norbert-GruenSAE-1996-0679-Norbert-Gruen
SAE-1996-0679-Norbert-Gruen
 
NAFEMS Americas Elements presentation
NAFEMS Americas Elements presentationNAFEMS Americas Elements presentation
NAFEMS Americas Elements presentation
 
SAE COMVEC 2014 CFD Expert Panel - The Adjoint Solver
SAE COMVEC 2014 CFD Expert Panel - The Adjoint SolverSAE COMVEC 2014 CFD Expert Panel - The Adjoint Solver
SAE COMVEC 2014 CFD Expert Panel - The Adjoint Solver
 
Streamline Solutions - Elements Vehicle CAE Suite
Streamline Solutions - Elements Vehicle CAE SuiteStreamline Solutions - Elements Vehicle CAE Suite
Streamline Solutions - Elements Vehicle CAE Suite
 
08 Traffic Safety Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGa...
08 Traffic Safety Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGa...08 Traffic Safety Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGa...
08 Traffic Safety Studies (Traffic Engineering هندسة المرور & Prof. Saad AlGa...
 
CE6451 FLUID MECHANICS AND MACHINERY
CE6451 FLUID MECHANICS AND MACHINERYCE6451 FLUID MECHANICS AND MACHINERY
CE6451 FLUID MECHANICS AND MACHINERY
 
M012438794
M012438794M012438794
M012438794
 
07 Speed, Travel Time & Delay Studies (Traffic Engineering هندسة المرور & Pro...
07 Speed, Travel Time & Delay Studies (Traffic Engineering هندسة المرور & Pro...07 Speed, Travel Time & Delay Studies (Traffic Engineering هندسة المرور & Pro...
07 Speed, Travel Time & Delay Studies (Traffic Engineering هندسة المرور & Pro...
 
Elements CAE white paper
Elements CAE white paperElements CAE white paper
Elements CAE white paper
 
Car Dynamics using Quarter Model and Passive Suspension, Part II: A Novel Sim...
Car Dynamics using Quarter Model and Passive Suspension, Part II: A Novel Sim...Car Dynamics using Quarter Model and Passive Suspension, Part II: A Novel Sim...
Car Dynamics using Quarter Model and Passive Suspension, Part II: A Novel Sim...
 
Aerodynamic Study about an Automotive Vehicle with Capacity for Only One Occu...
Aerodynamic Study about an Automotive Vehicle with Capacity for Only One Occu...Aerodynamic Study about an Automotive Vehicle with Capacity for Only One Occu...
Aerodynamic Study about an Automotive Vehicle with Capacity for Only One Occu...
 
Analysis Of NACA 6412 Airfoil (Purpose: Propeller For Flying Bike)
Analysis Of NACA 6412 Airfoil (Purpose: Propeller For Flying Bike)Analysis Of NACA 6412 Airfoil (Purpose: Propeller For Flying Bike)
Analysis Of NACA 6412 Airfoil (Purpose: Propeller For Flying Bike)
 
Chapter 3&4
Chapter 3&4Chapter 3&4
Chapter 3&4
 
Extrusion software
Extrusion softwareExtrusion software
Extrusion software
 

Viewers also liked

Ec tech heritage buildings 11_mn01
Ec tech heritage buildings 11_mn01Ec tech heritage buildings 11_mn01
Ec tech heritage buildings 11_mn01
Frost & Sullivan
 
Car engine performancecomparison
Car engine   performancecomparisonCar engine   performancecomparison
Car engine performancecomparison
Frost & Sullivan
 
Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...
Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...
Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...
Winterwind
 
Computational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine bladesComputational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine blades
Sarath Pagadala
 

Viewers also liked (20)

Aerodynamic cars
Aerodynamic carsAerodynamic cars
Aerodynamic cars
 
11 mn01 review 1
11 mn01 review 111 mn01 review 1
11 mn01 review 1
 
11 mn01 review 2
11 mn01 review 211 mn01 review 2
11 mn01 review 2
 
Final Report Wind Tunnel
Final Report Wind TunnelFinal Report Wind Tunnel
Final Report Wind Tunnel
 
Wind tunnels
  Wind tunnels   Wind tunnels
Wind tunnels
 
Ec tech heritage buildings 11_mn01
Ec tech heritage buildings 11_mn01Ec tech heritage buildings 11_mn01
Ec tech heritage buildings 11_mn01
 
11 mn01.pptx
11 mn01.pptx11 mn01.pptx
11 mn01.pptx
 
Wind Tunnel Ex
Wind Tunnel ExWind Tunnel Ex
Wind Tunnel Ex
 
Basics of vehicle aerodynamics
Basics of vehicle aerodynamicsBasics of vehicle aerodynamics
Basics of vehicle aerodynamics
 
11 mn01 review 3
11 mn01 review 311 mn01 review 3
11 mn01 review 3
 
Design and Fabrication of Subsonic Wind Tunnel
Design and Fabrication of Subsonic Wind TunnelDesign and Fabrication of Subsonic Wind Tunnel
Design and Fabrication of Subsonic Wind Tunnel
 
Car engine performancecomparison
Car engine   performancecomparisonCar engine   performancecomparison
Car engine performancecomparison
 
Aerodynamics in automobile
Aerodynamics in automobileAerodynamics in automobile
Aerodynamics in automobile
 
Aerodynamics in cars
Aerodynamics in carsAerodynamics in cars
Aerodynamics in cars
 
Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...
Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...
Wind tunnel tests on ice accretion on wind turbine blades Adriána Hudecz, Hol...
 
Aerodynamic Performance Improvement of Renault Duster
Aerodynamic Performance Improvement of Renault DusterAerodynamic Performance Improvement of Renault Duster
Aerodynamic Performance Improvement of Renault Duster
 
Computational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine bladesComputational flow optimization of Wind turbine blades
Computational flow optimization of Wind turbine blades
 
Wind Tunnel Introduction and Demo Slides
Wind Tunnel Introduction and Demo SlidesWind Tunnel Introduction and Demo Slides
Wind Tunnel Introduction and Demo Slides
 
Wind tunnel testing aerospace
Wind tunnel testing aerospaceWind tunnel testing aerospace
Wind tunnel testing aerospace
 
Vehicle aerodynamics – effects of side winds
Vehicle aerodynamics – effects of side windsVehicle aerodynamics – effects of side winds
Vehicle aerodynamics – effects of side winds
 

Similar to Aerodynamics analysis around_a_car_by_cfd

Project_Overview_ecopy
Project_Overview_ecopyProject_Overview_ecopy
Project_Overview_ecopy
David Beck
 

Similar to Aerodynamics analysis around_a_car_by_cfd (20)

Week9
Week9Week9
Week9
 
ADVANCED TOOL FOR FLUID DYNAMICS-CFD AND ITS APPLICATIONS IN AUTOMOTIVE, AERO...
ADVANCED TOOL FOR FLUID DYNAMICS-CFD AND ITS APPLICATIONS IN AUTOMOTIVE, AERO...ADVANCED TOOL FOR FLUID DYNAMICS-CFD AND ITS APPLICATIONS IN AUTOMOTIVE, AERO...
ADVANCED TOOL FOR FLUID DYNAMICS-CFD AND ITS APPLICATIONS IN AUTOMOTIVE, AERO...
 
IRJET- CFD-A Trend in Automobile Aerodynamics Technology
IRJET- 	  CFD-A Trend in Automobile Aerodynamics TechnologyIRJET- 	  CFD-A Trend in Automobile Aerodynamics Technology
IRJET- CFD-A Trend in Automobile Aerodynamics Technology
 
Modeling and Simulation of Virtual Prototype of the forming Machine based on ...
Modeling and Simulation of Virtual Prototype of the forming Machine based on ...Modeling and Simulation of Virtual Prototype of the forming Machine based on ...
Modeling and Simulation of Virtual Prototype of the forming Machine based on ...
 
AUTOMOTIVE COMPUTATIONAL FLUID DYNAMICS SIMULATION OF A CAR USING ANSYS
AUTOMOTIVE COMPUTATIONAL FLUID DYNAMICS SIMULATION OF A CAR USING ANSYSAUTOMOTIVE COMPUTATIONAL FLUID DYNAMICS SIMULATION OF A CAR USING ANSYS
AUTOMOTIVE COMPUTATIONAL FLUID DYNAMICS SIMULATION OF A CAR USING ANSYS
 
Project_Overview_ecopy
Project_Overview_ecopyProject_Overview_ecopy
Project_Overview_ecopy
 
Investigations of Drag and Lift Forces Over the Profiles of Car Using CFD
Investigations of Drag and Lift Forces Over the Profiles of Car Using CFDInvestigations of Drag and Lift Forces Over the Profiles of Car Using CFD
Investigations of Drag and Lift Forces Over the Profiles of Car Using CFD
 
Use of cfd in aerodynamic performance of race car
Use of cfd in aerodynamic performance of race carUse of cfd in aerodynamic performance of race car
Use of cfd in aerodynamic performance of race car
 
[OFW 14] Prediction of Flow Characteristics by Applying Machine Learning of S...
[OFW 14] Prediction of Flow Characteristics by Applying Machine Learning of S...[OFW 14] Prediction of Flow Characteristics by Applying Machine Learning of S...
[OFW 14] Prediction of Flow Characteristics by Applying Machine Learning of S...
 
full report
full reportfull report
full report
 
A machine learning model for average fuel consumption in heavy vehicles
A machine learning model for average fuel consumption in heavy vehiclesA machine learning model for average fuel consumption in heavy vehicles
A machine learning model for average fuel consumption in heavy vehicles
 
Application of Simulation Modeling-Mohammad Abdullah-181-15-2051-PC-B .pptx
Application of Simulation Modeling-Mohammad Abdullah-181-15-2051-PC-B .pptxApplication of Simulation Modeling-Mohammad Abdullah-181-15-2051-PC-B .pptx
Application of Simulation Modeling-Mohammad Abdullah-181-15-2051-PC-B .pptx
 
Engineering + Programming portfolio
Engineering + Programming portfolioEngineering + Programming portfolio
Engineering + Programming portfolio
 
Krishankant Sharma Portfolio
Krishankant Sharma PortfolioKrishankant Sharma Portfolio
Krishankant Sharma Portfolio
 
Cfd 1
Cfd 1Cfd 1
Cfd 1
 
Assessing the Aerodynamic Performance of a Formula SAE Model by means of CFD ...
Assessing the Aerodynamic Performance of a Formula SAE Model by means of CFD ...Assessing the Aerodynamic Performance of a Formula SAE Model by means of CFD ...
Assessing the Aerodynamic Performance of a Formula SAE Model by means of CFD ...
 
Real Time Connected Vehicle Networking with HDInsight and Apache Storm
Real Time Connected Vehicle Networking with HDInsight and Apache StormReal Time Connected Vehicle Networking with HDInsight and Apache Storm
Real Time Connected Vehicle Networking with HDInsight and Apache Storm
 
Self Driving Car
Self Driving CarSelf Driving Car
Self Driving Car
 
Development of the required components of a performance vehicle model to stud...
Development of the required components of a performance vehicle model to stud...Development of the required components of a performance vehicle model to stud...
Development of the required components of a performance vehicle model to stud...
 
Huang sheri
Huang sheriHuang sheri
Huang sheri
 

Recently uploaded

Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
Joaquim Jorge
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
panagenda
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Safe Software
 

Recently uploaded (20)

🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024Manulife - Insurer Innovation Award 2024
Manulife - Insurer Innovation Award 2024
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers:  A Deep Dive into Serverless Spatial Data and FMECloud Frontiers:  A Deep Dive into Serverless Spatial Data and FME
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FME
 

Aerodynamics analysis around_a_car_by_cfd

  • 1. Aerodynamics analysis around a car by CFD Hayato Suzuki
  • 2. Forecast Recently, automobile industry started utilizing computer simulations like CFD(Computational Fluid Dynamics) to develop and design car body. Previously, it prepared actual car body model, and it evaluated car body aerodynamic character by running wind tunnel test. To prepare actual car body model takes time and cost. Therefore, it tended to decrease wind tunnel test and increase computer simulation. But, to re-enact actual car running had difficulty in CFD, and it had some problems like computational result accuracy.
  • 3. Outline I use an open source simulation software which name is OpenFOAM. Here is how to simulate. First, I get the 3D data of a car. I can not make whole car body 3D model on my own. So I get it from web. Next, I decide a size of virtual wind tunnel and position of car model in it. After that, I generate some grids for calculation, it is called “mesh”. Next, I set boundary condition like inlet of air flow. After that, I execute a simulation. Finally, I display a result by visualize software called “paraView” after finished simulation. It can display stream line, cut by X or Y or Z axis, and so on.
  • 4. Motivation and Problem Statement Past CFD were a lot of simulations when a car running straight line, and low simulations when it running corner. Therefore, including cornering, I want to do simulations more real car running, so I tried this research. Here, I aimed to more real simulations to actual car running by comparing the flow of the air when the car running straight line with when it running corner by CFD.
  • 5. Methods First, creating a model data. Creating 3D or 2D model by CAD data. This model will be simulation objective. Second, mesh generation. CFD expresses calculational space in mesh. This number of mesh is very important for accuracy. A lot of mesh provide good accuracy, but it needs long calculation time. So I must find good balance. Third, running calculation. My laboratory has super computer. In CFD, calculation time is very long. So I need high spec computer. Finally, visualization. Calculation result is difficult for human eyes to understand.
  • 6. Results Pressure around a car. High pressure is looked front of car.
  • 7. Results This is air stream line graphic.
  • 8. Summary This is low quality simulation. So I must do more high quality simulation. Two graphics shows air flow around a car. But they are not easy to understand. So I must fix graphics, too.