Technical Methodology

First-principles engineering under strict regulation constraints

Every simulation script, CFD domain, and suspension geometry is governed by explicit mathematical boundary conditions and physical test bench correlation.

7-DOF

Lap simulation model

k-omega

SST turbulence closure

0.1mm

Machining tolerances

Execution Pipeline

Four-phase solver and validation sequence

01
02
03
04

Analytical Math Model

Parametric CAD Assembly

CFD & FEA Solvers

Physical Load Bench

Deriving suspension kinematics, roll center migration, and transient weight transfer equations in Python prior to CAD generation.

Constructing fully constrained 3D assemblies of uprights, wishbones, and aerodynamic floors using SolidWorks and CATIA.

Executing Ansys Fluent runs with structured boundary layers and multi-megélément mesh independence studies.

Correlating predicted finite element stress concentrations against physical strain gauge data on the rig.

Engineering Standard

No simulation is valid without empirical correlation, mesh convergence, and strict adherence to technical regulations.

Access calculation appendix and Python scripts

Recruiters and chief engineers can request the full raw dataset, Python simulation libraries, and FEA stress report archives.