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Coordinates and numerics

How to Resample Airfoil Coordinates Without Distorting the Profile

HENDOI · 26 October 2026

Resampling places a new point set on the same curve. Cosine clustering protects the nose. Uniform spacing in x does not. Always compare thickness and leading-edge radius afterward.

Resampling is not fairing

To resample is to compute new stations on a curve you have already accepted. To fair is to change the curve. Keep those words separate. A resample that moves the leading-edge radius or opens a hole in the trailing edge has faired, usually by accident. The goal is a point distribution a panel code or a CAD spline can use, on the geometry you had.

Where to put the new points

Curvature is highest at the nose and, if the trailing edge is sharp, the turning is concentrated there too. Uniform steps in x spend most of the points on the flat middle and leave the nose as a few long segments. The standard fix is cosine spacing. With a parameter φ running from 0 at the trailing edge or the nose, according to the convention you document,

x = (1 − cos φ) / 2

puts points densely at both ends and sparsely at mid-chord. Apply it separately to the upper and lower surfaces after you have parameterized those surfaces. One hundred to two hundred points of this kind is a usual analysis set. A manufacturing spline may want fewer, but they should still be the cosine set, not every digitizer sample.

A procedure that keeps the shape

  1. Clean the source: no duplicates, no crossings, a defined trailing edge. Interpolate with the method chosen in the previous lesson.
  2. Build arc length on each surface. Sample the new distribution in arc length or in the cosine x, consistently, and evaluate the interpolant there.
  3. Re-normalize. Leading edge back at the origin, chord on the x-axis, trailing edge at x = 1. Resampling can nudge the geometric nose by a fraction of a panel.
  4. Recompute maximum thickness, its location, maximum camber and an estimated leading-edge radius. Differences should sit inside a tolerance you set from the source uncertainty.
  5. Plot the source and the resample on top of each other, and plot curvature. If the new curvature oscillates, you interpolated noise. Go back one lesson and change the fit, not the panel count.
ChoiceDistortion it causes
Uniform x, including through the noseFaceted leading edge, wrong stall and a noisy Cp peak.
Too few points at a blunt trailing edgeThe face becomes a spike or disappears.
Spline resample of a wavy scanThe wave becomes part of the “design.”
Forgetting to renormalizeA chord that is no longer 1, and a Reynolds number that no longer matches the file the code assumes.

Where this sits in the series

In simple words: what this page is for

Resampling places a new point set on the same curve. Cosine clustering protects the nose. Uniform spacing in x does not. Always compare thickness and leading-edge radius afterward.

This lesson exists because section decisions fail when geometry, method labels and selection reasons are scattered. How to Resample Airfoil Coordinates Without Distorting the Profile helps you keep a clean trail from shape to polar to choice.

Why the topic matters

Engineers lose time when a title sounds clear but the page only sketches the idea. This article expands How to Resample Airfoil Coordinates Without Distorting the Profile so you can answer three questions without jargon: what is the idea, when do you use it, and how do you check it in a HENDOI product.

Read the sections above for the core definitions. Use the steps below to move from reading into a real project trail you can share with a teammate.

How to apply this in HENDOI

In practice: create a HENDOI account or log in, open HENFOIL, bring a section in (create, import DAT, or digitize), pass the geometry gate, climb the analysis ladder only as far as the decision needs, then compare and archive. Every calculated number should keep its method label.

When the section choice is ready for the aircraft, continue in HENSYNTH for mission, compliance and trades. Same account. Same plans.

What this page will not claim: a teaching polar or geometry note is not a flight-Re certificate. HENFOIL labels methods so you know what you bought. Tunnel data and professional judgement still sit outside any single software run.

Checklist before you leave this page

  • Can you state the idea of How to Resample Airfoil Coordinates Without Distorting the Profile in one sentence?
  • Do you know which product owns the next action — HENFOIL or HENSYNTH?
  • Will every number you keep carry a method label or a stored-run source?
  • If you are new here, have you opened Register or Login?

These pages teach the ideas. They are not wind-tunnel data and not a certification analysis. When a number matters, compute it at a stated Reynolds number, Mach number and transition setting, and keep the method label on the result. In HENFOIL that production polar is a VIC polar — see the analysis ladder and the polar field guide.

Both products live

Use this lesson in the HENDOI workspace

This page sits in Coordinates and numerics. HENFOIL and HENSYNTH are both live on one account. These articles are screening lessons — not certification reports.

Live · section

HENFOIL

Turn this lesson into a section you can draw, check, analyse and compare. Run the polar at the Reynolds number of the vehicle. The method name stays on the result.

To Know More

Live · aircraft

HENSYNTH

After the section is chosen, set geometry and mission requirements, run screening, read compliance, synthesize candidates and download or mail the report.

To Know More

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Written by

Sundarapandi Muthupandi, Founder and CEO of HENDOI

This post by

Sundarapandi Muthupandi

Founder & CEO · HENDOI

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