CBL - Campus del Baix Llobregat

Projecte llegit

Títol: FSAE aerodynamics and lap time simulator


Estudiants que han llegit aquest projecte:


Director/a: VILLARDI DE MONTLAUR, ADELINE DE

Departament: FIS

Títol: FSAE aerodynamics and lap time simulator

Data inici oferta: 14-12-2021     Data finalització oferta: 14-07-2022



Estudis d'assignació del projecte:
    DG ENG AERO/SIS TEL
Tipus: Individual
 
Lloc de realització: EETAC
 
Segon director/a (UPC): VALERO GARCÍA, MIGUEL
 
Paraules clau:
Formula Student, FSAE, Vilanova Formula Team, Genetic Algorithm, Neural Network, Deep Learning, Aerodynamics, CFD, Solidworks Flow Simulation, Unity
 
Descripció del contingut i pla d'activitats:
This TFG is developed within the context of the Formula Society
of Automotive Engineering (FSAE) contest to create a high-
performance formula student car.

Aerodynamic studies of a formula-style car are performed with
SolidWorks comparing 3 different levels of difficulty: a basic
design based on intuition, a design based on CFD results but with
manufacturing limitations, and a complex design to achieve
maximum efficiency.

In order to translate the aerodynamic results into its equivalent
best lap time in a certain circuit, a 3D simulator is built using
Genetic Algorithms and Neural Networks.
 
Overview (resum en anglès):
Aerodynamic design of a Formula Student racing car using Solidworks Flow Simulation. The devices designed are compatible with the Vilanova Formula Team 2022 racing car.
The project also contains the development of a deep learning tool to test the track efficiency of the car. This tool compares different aerodynamic configurations in a determined track before building the car.


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