Aerodynamic Drag Analysis: Open Windows vs. Air Conditioning image

Aerodynamic Drag Analysis: Open Windows vs. Air Conditioning

Project Overview

A Physics Internal Assessment investigating whether opening a car's windows increases fuel consumption more than running the air conditioning. Used CFD simulation (SimFlow/OpenFOAM) on a 3D-modeled 2020 Hyundai Santa Fe to compare drag force and drag coefficient across five speeds, in both open- and closed-window configurations.

Skills Used

Computational Fluid Dynamics (CFD) OpenFOAM / SimFlow 3D modeling (Blender) Aerodynamic analysis Data analysis (Python, Matplotlib, Excel) Uncertainty analysis

Overview

Opening the windows on a highway drive versus keeping them closed and running the AC is a common fuel-saving debate. This investigation used Computational Fluid Dynamics (CFD) to settle it quantitatively: I built a 3D model of a 2020 Hyundai Santa Fe, created open- and closed-window versions in Blender, and ran a digital wind tunnel in SimFlow (an OpenFOAM-based CFD platform) at five velocities spanning city to highway speeds (5–40 m/s).

Method

  • Geometry: 2020 Hyundai Santa Fe STL model, edited in Blender 4.2.3 to produce matched open-window and closed-window versions with a fixed ~3.86 m² frontal area.
  • Solver setup: k–ω SST turbulence model, moving-wall ground plane to replicate real driving conditions, no-slip car surface, slip tunnel walls.
  • Test matrix: 5 velocities (5, 10, 20, 30, 40 m/s) × 2 window states × 3 iteration counts (500 / 1000 / 1500) to check convergence — 30 runs total.

Results

Configuration Avg. Drag Coefficient (C_d) Uncertainty
Closed windows 0.2807 ± 0.0014
Open windows 0.2909 ± 0.0011

Opening the windows raised the drag coefficient by about 3.6% and the gap held steady across every tested speed.

At highway speed (40 m/s), the open-window configuration demanded about 1.57 kW more power than closed windows with AC — roughly 5.66 MJ of extra energy over one hour of driving.

Takeaway

Even a small geometric change — cracking the windows — measurably increases aerodynamic drag, and that penalty grows fast with speed (drag ∝ v², power ∝ v³). At city speeds the difference is negligible; at highway speeds, running the AC with the windows up is the more fuel-efficient choice.

Full write-up (methodology, uncertainty propagation, CFD boundary conditions, and evaluation): [link to PDF if hosted].