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Airfoil Performance Mapping: Building Lift and Drag Databases Across Flight Conditions

HENDOI · 26 October 2026

A performance database is a set of polars indexed by Reynolds number, Mach number, flap setting and surface condition. One curve at one condition is a sample, not the map.

The axes of the database

A later performance program will ask for CL, CD and CM at whatever condition the airplane is in. If the archive holds one polar, the program will reuse it everywhere. The performance-map lesson is how to see the carpet. The database lesson is how to keep provenance. This lesson is the flight-condition index that makes those records a map rather than a pile.

IndexWhat changes when it changes
Reynolds number, or altitude and speed and chord togetherProfile drag, bubbles, CLmax. Store several values that span takeoff to cruise. Do not store one and scale it with a slogan.
Mach numberCompressibility and, eventually, wave drag. A low-speed block and a high-speed block are safer than a silent extrapolation.
Flap or slat detentA different geometry. Each detent is its own polar family, on the same reference chord.
Surface conditionClean Ncrit and a tripped or rough case. The performance model should be able to ask for either.
Method and convergenceSo a VIC polar, a RANS run and a tunnel polar never get interpolated as if they were one function.

What each record contains

  • The geometry hash, so the map cannot drift from the loft.
  • α, CL, CD, CM as a table, plus CLmax marked only where the method or the test still applies.
  • The Re, Mach, detent, transition setting, reference chord and moment reference.
  • Unconverged or extrapolated angles flagged, not deleted and not filled by a spline that hides the flag.

How it gets used, and how it gets misused

The preliminary performance model looks up CDp at the current CL and Re, then adds induced drag itself. The structural load looks up a stall or a flap case and must see the uncertainty you stored. A map that has been interpolated across a missing Reynolds number or across a stall will answer smoothly and wrongly. Build the grid so that every condition you will query sits between computed neighbors that are still the same kind of flow. Where that is impossible, leave a hole and let the program say the case was not analysed. A complete-looking database of invented points is worse than a short one with labels. That labelled map is what the lessons upstream are for: a number in this table keeps a geometry, a condition and a method attached to it.


Where this sits in the series

In simple words: what this page is for

A performance database is a set of polars indexed by Reynolds number, Mach number, flap setting and surface condition. One curve at one condition is a sample, not the map.

This lesson exists because section decisions fail when geometry, method labels and selection reasons are scattered. Airfoil Performance Mapping: Building Lift and Drag Databases Across Flight Conditions 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 Airfoil Performance Mapping: Building Lift and Drag Databases Across Flight Conditions 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 Airfoil Performance Mapping: Building Lift and Drag Databases Across Flight Conditions 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 Specialized applications. 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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