HHELICONCONSULTING
PortfolioAutomotive aerodynamics
HELICON CONSULTINGSimulation / design / reverse engineering
Automotive aerodynamics / CFD case study

Automotive aerodynamics:
CFD results and mesh study.

Explore the aerodynamic flow around a DrivAer passenger-car model. Inspect streamlines, pressure-coefficient visualization, computational mesh resolution, and the drag-coefficient history—using the original simulation images and a new interactive plot.

External vehicle aerodynamicsFlow streamlinesPressure coefficient CpDrag coefficient CDMesh refinement

ENGINEERING SUMMARY

Project scope and interpretation

Engineering question
How do the vehicle geometry and computational mesh affect predicted external-flow patterns and drag-related outputs?
System / operating scope
DrivAer passenger-car CFD configuration and selected simulated conditions.
Work performed
Prepared and examined vehicle geometry, local refinement around the wheels/mirrors/body, flow fields and drag history.
Analysis / input basis
External-flow CFD images and model setup as provided; the plotted drag history is an approximate digitization of a source screenshot.
Finding or displayed evidence
Original flow views show surface pressure, streamlines, wake and local mesh resolution; the displayed drag trace is an illustrative reconstruction, not raw time-series data.
Limits / validation status
Simulation-specific predictions. The reconstructed drag curve cannot independently establish numerical validation or exact coefficient time history.
Decision supported
Understanding external-flow behavior and model-resolution requirements.

01 / Interactive simulation explorer

Five interactive sections · all seven mesh renders retained
Vehicle streamlines · overhead
CFD / 3D STREAMLINES
Top-view CFD streamlines flowing over and around the DrivAer car
FLOW / TOP VIEW
ORIGINAL CFD RENDER
Drag coefficient convergence
CFD history vs experimental reference
≈ 0.241
≈ 0.248
≈ −3%
Iteration 1250 · CD ≈ 0.241
CFD (digitized trace)Experimental reference

Graph digitized from the source image (first ≈25 iterations excluded); values are approximate, not solver exports.

1.0×

True aspect ratio · zoom + pan · arrow keys for fine positioning

02 / What the study demonstrates

Flow physics · verification · resolution
01 — FLOW STRUCTURE

Understand the external flow

Overhead and side views connect vehicle shape to local acceleration, flow deflection and the wake. Streamlines and surface Cp provide complementary qualitative information.

02 — FORCE PREDICTION

Trace the drag solution

The supplied history shows CD stabilizing toward an approximately constant value and compares it with a horizontal experimental reference. The interactive chart exposes the transient and late-iteration behavior.

03 — NUMERICAL RESOLUTION

Mesh difficult features

Full-vehicle and local mesh images highlight refinement near the body, wheel region, mirror and localized body details—where geometric complexity and flow gradients place demands on discretization.

Results, mesh and numerical setup

These original simulation views help communicate how geometry, mesh resolution and drag prediction relate. The recreated drag plot is an approximate digitization of a screenshot; it does not replace the underlying coefficient data or a documented validation study.

Scope of available evidence
Neither the operating conditions nor a mesh-independence study, solver settings or experimental source documentation were included in this image set. Quantitative claims beyond the visible plot are intentionally limited.

CASE STUDY / TECHNICAL OVERVIEW

Automotive external aerodynamics CFD

Engineering problem

Assess how air moves around a vehicle and how local features affect the pressure and wake fields.

Work shown in this case study

This case study contains vehicle-geometry and mesh views together with interactive flow-field results. The material demonstrates practical CFD setup and interpretation for external vehicle flow.

How to interpret the results

Use the interactive figures to inspect computed flow structures and modelling details. Results apply to the geometry and simulated conditions shown in the study.

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