CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
Use of cfd in aerodynamic performance of race car
1.
2. What is CFD??
• Computational Fluid Dynamics is “a
wind tunnel in the computer.”
• It is a method by which one uses certain algorithms or other
numerical formulas to analyze the fluids' flow.
• We can say it is the smoke profile made in computer.
5. Why it is NECEssary??
To improve product performance & quality.
To Reduce development costs.
To Reduce lead-times and “time-to-market”
To get optimal results.
CFD software is portable, easy to use.
We can modify the geometry if not satisfied
with the results.
Simulations are parallel and multiple-purpose.
8. How does it works?
The analysis begins with building the computer simulated model of a
physical problem.
Conservation of matter, momentum, and energy must be satisfied throughout
the region of interest.
Fluid and model properties are defined.
Simplifying assumptions are made in order to make the problem tractable
(e.g., steady-state, incompressible, two-dimensional).
Initial and boundary conditions are provided.
The computer software divide geometric structure into specific cells or grids.
The set of algebraic equations are solved numerically to calculate the
quantities on each of the cell.
The resulting data is used to compute the quantities of interest (like- mass,
momentum, pressure, lift, drag etc.) and effects of all of these on the model
10. - The higher number of cells, gives more accurate results.
- CFD also concern with the ignition process of gasoline in
order to create power.
- It gives Simulations of hot exhaust gases, engine cooling,
brake heating/cooling events, tire deformations, and fuel
filling and sloshing.
How does it works?
11. mesHing
Domain is discretized into a finite set of control volumes or cells. This process
is called as meshing.
The meshing is classified in two main groups-
Unstructured meshing Structured meshing
12. mesHing
The structured meshing is again then classified into following sub-types-
triangle
quadrilateral
tetrahedron pyramid
prism or wedgehexahedron arbitrary
polyhedron
For simple geometries, quadrilateral or hexahedron meshes can provide
high-quality solutions with fewer cells.
For complex geometries, quadrilateral or hexahedron meshes show no
numerical advantage, and you can save meshing effort by using a
triangular or tetrahedron meshes.
13. Compute the solution
The discretized conservation equations are solved iteratively. A
number of iterations are usually required to reach a converged
solution.
Convergence is reached when:
Changes in solution variables from one iteration to the next are
negligible.
Residuals provide a mechanism to help monitor this trend.
Overall property conservation is achieved.
The accuracy of a converged solution is dependent upon:
Appropriateness and accuracy of the physical models.
Grid resolution and independence.
Problem setup.
14. superComputers
BMW Sauber F1 Team- Albert series.
Renault F1 team- Mistral
Force India Formula One Team- eka
Products by CRAY supercomputers.
15. post-proCessingpost-proCessing
Results are usually reviewed in one of two ways. Graphically or Alpha-numerically.
Graphically:
– Vector plots.
– Contours.
– Iso-surfaces.
– Flow lines.
– Animation.
• Alpha-numerics:
– Integral values.
– Drag, lift, torque calculations.
– Averages, standard deviations.
– Minima, maxima.
– Compare with experimental data.
Contours of static pressure
18. aDvantages
It improves the aerodynamic efficiency and capability of racecar.
It enhance the understanding of how various designs will perform.
The more experiments are done in shorter amount f time.
It is capable of analyzing overtaking conditions.
Gives Better fuel economy & limit CO2 emissions.
20. LimitatiOns
The millions of calculations are required to
be done to get the result.
It is very complex.
It's not 100% effective.
21. cOncLusiOn
In this way, we can conclude that the Use of CFD is
very essential in the design of racecar.
It has many advantages and it also saves time and
money.
It reduces human efforts with improved efficiency.
22. references
Supercomputing in F1 – Unlocking the Power of CFD
(2005)
http://www.ansys.com/industries/automotive/TPL10715.pdf
Motor Sport Drives CFD Technology to a New Level(2008)
http://www.fluent.com/solutions/sports/tn272.pdf
Computational Fluid Dynamics in Formula 1 Design (1999)
http://usuarios.multimania.es/motorformula1/Dinamica_de_Flui
dos_en_Formula_1.pdf
How Does CFD Work? (5th
may 2009)
http://www.autoevolution.com/news/how-does-cfd-
computational-fluid-dynamics-work-6400.html))